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+2368.98,2189.0693,-0.011685464,1959.6774,7290000.0,3720.0,455625.0,,113888.0,6.77792e-05,0.1,1.0863984 +2408.22,2191.2454,-0.018823061,1959.7316,7300000.0,3725.0,456250.0,,114048.0,6.75232e-05,0.1,1.0534096 +2397.3,2193.355,-0.0126621025,1959.7855,7310000.0,3730.0,456875.0,,114208.0,6.72672e-05,0.1,1.1008962 +2349.32,2194.6516,-0.008904596,1960.3643,7320000.0,3734.0,457500.0,,114368.0,6.70112e-05,0.1,1.2020864 +2364.2,2196.4329,-0.009406239,1960.9417,7330000.0,3738.0,458125.0,,114528.0,6.67552e-05,0.1,1.072121 +2373.7,2198.1626,-0.0069154287,1961.518,7340000.0,3742.0,458750.0,,114656.0,6.65504e-05,0.1,1.11509 +2379.84,2200.4326,-0.014688859,1961.5692,7350000.0,3747.0,459375.0,,114816.0,6.62944e-05,0.1,1.0095143 +2346.04,2202.4604,-0.014787184,1962.1434,7360000.0,3751.0,460000.0,,114976.0,6.60384e-05,0.1,1.1139734 +2345.56,2204.6047,-0.011000737,1962.7164,7370000.0,3755.0,460625.0,,115136.0,6.57824e-05,0.1,0.99503374 +2341.68,2206.5388,-0.010722978,1962.766,7380000.0,3760.0,461250.0,,115296.0,6.55264e-05,0.1,1.0868404 +2348.12,2208.796,0.0002980493,1963.3369,7390000.0,3764.0,461875.0,,115456.0,6.52704e-05,0.1,1.1312865 +2332.2,2211.0708,0.00040214614,1963.3855,7400000.0,3769.0,462500.0,,115616.0,6.50144e-05,0.1,1.1674109 +2355.82,2213.1538,-0.014065032,1963.4341,7410000.0,3774.0,463125.0,,115776.0,6.47584e-05,0.1,1.089602 +2352.06,2214.915,-0.0061257295,1964.0021,7420000.0,3778.0,463750.0,,115936.0,6.45024e-05,0.1,1.0181713 +2383.54,2217.2766,-0.01554346,1964.569,7430000.0,3782.0,464375.0,,116064.0,6.42976e-05,0.1,1.216394 +2362.3,2219.768,-0.01358408,1964.6158,7440000.0,3787.0,465000.0,,116224.0,6.40416e-05,0.1,1.0335153 +2307.86,2221.691,-0.011497251,1965.1807,7450000.0,3791.0,465625.0,,116384.0,6.37856e-05,0.1,1.0242693 +2275.54,2223.272,-0.01628564,1965.2266,7460000.0,3796.0,466250.0,,116544.0,6.35296e-05,0.1,1.0260465 +2255.02,2224.5588,-0.009025874,1965.7894,7470000.0,3800.0,466875.0,,116704.0,6.32736e-05,0.1,1.0343173 +2240.3,2225.8015,-0.015535273,1965.8345,7480000.0,3805.0,467500.0,,116864.0,6.30176e-05,0.1,1.0598078 +2230.92,2226.3267,-0.0071458877,1966.3954,7490000.0,3809.0,468125.0,,117024.0,6.27616e-05,0.1,1.0272138 +2228.28,2226.871,0.0009037657,1966.4395,7500000.0,3814.0,468750.0,,117184.0,6.25056e-05,0.1,1.0196228 +2241.16,2227.6873,-0.006167339,1966.9984,7510000.0,3818.0,469375.0,,117312.0,6.23008e-05,0.1,1.0333239 +2272.16,2228.7832,-0.0108128805,1967.5563,7520000.0,3822.0,470000.0,,117472.0,6.20448e-05,0.1,1.0541046 +2274.8,2230.2815,-0.011297315,1967.5986,7530000.0,3827.0,470625.0,,117632.0,6.17888e-05,0.1,1.0489528 +2286.08,2231.8584,-0.011669306,1968.1545,7540000.0,3831.0,471250.0,,117792.0,6.15328e-05,0.1,1.1145432 +2249.96,2232.972,-0.0023187948,1967.6831,7550000.0,3837.0,471875.0,,117952.0,6.12768e-05,0.1,1.0772011 +2228.4,2234.1196,-0.01185739,1967.7251,7560000.0,3842.0,472500.0,,118112.0,6.10208e-05,0.1,1.0553288 +2250.04,2235.8652,0.00121653,1968.2787,7570000.0,3846.0,473125.0,,118272.0,6.07648e-05,0.1,1.1525751 +2254.72,2237.934,-0.009683656,1968.32,7580000.0,3851.0,473750.0,,118432.0,6.05088e-05,0.1,1.1574719 +2268.64,2240.256,-0.009463006,1968.361,7590000.0,3856.0,474375.0,,118592.0,6.02528e-05,0.1,1.0455582 +2247.62,2242.2764,-0.0070032636,1968.9119,7600000.0,3860.0,475000.0,,118720.0,6.0048e-05,0.1,1.0465367 +2263.9,2244.3423,-0.014338081,1968.9521,7610000.0,3865.0,475625.0,,118880.0,5.9792e-05,0.1,1.1101727 +2250.2,2246.3179,-0.018101256,1969.5012,7620000.0,3869.0,476250.0,,119040.0,5.9536e-05,0.1,1.0816729 +2268.72,2248.3496,-0.012449962,1969.5405,7630000.0,3874.0,476875.0,,119200.0,5.928e-05,0.1,1.1066594 +2289.98,2250.1685,-0.013830751,1970.0876,7640000.0,3878.0,477500.0,,119360.0,5.9024e-05,0.1,0.9957195 +2298.82,2251.5671,-0.008087052,1970.1262,7650000.0,3883.0,478125.0,,119520.0,5.8768e-05,0.1,0.98218447 +2294.42,2253.1648,-0.01373883,1970.6715,7660000.0,3887.0,478750.0,,119680.0,5.8512e-05,0.1,1.0168077 +2283.36,2254.8584,-0.009295834,1970.7091,7670000.0,3892.0,479375.0,,119840.0,5.8256e-05,0.1,1.096925 +2296.24,2256.801,-0.014658682,1971.2526,7680000.0,3896.0,480000.0,,120000.0,5.8e-05,0.1,1.0363255 +2298.88,2258.23,-0.010413101,1971.7949,7690000.0,3900.0,480625.0,,120128.0,5.77952e-05,0.1,1.0437062 +2324.48,2259.7476,-0.014262302,1971.8309,7700000.0,3905.0,481250.0,,120288.0,5.75392e-05,0.1,1.1321754 +2358.54,2261.5098,0.008800988,1972.3715,7710000.0,3909.0,481875.0,,120448.0,5.72832e-05,0.1,0.980895 +2356.02,2263.5007,-0.009677651,1972.4067,7720000.0,3914.0,482500.0,,120608.0,5.70272e-05,0.1,1.1125845 +2295.66,2264.7268,-0.006442569,1972.9454,7730000.0,3918.0,483125.0,,120768.0,5.67712e-05,0.1,1.0348603 +2298.22,2265.8643,-0.0018406562,1972.9799,7740000.0,3923.0,483750.0,,120928.0,5.65152e-05,0.1,1.0177613 +2279.26,2267.0344,-0.019714367,1973.5167,7750000.0,3927.0,484375.0,,121088.0,5.62592e-05,0.1,1.1443336 +2263.06,2268.2207,-0.017059285,1973.5504,7760000.0,3932.0,485000.0,,121248.0,5.60032e-05,0.1,1.025576 +2259.86,2269.0444,-0.009632992,1974.587,7770000.0,3935.0,485625.0,,121376.0,5.57984e-05,0.1,1.1257186 +2278.3,2269.728,-0.012940029,1974.6193,7780000.0,3940.0,486250.0,,121536.0,5.55424e-05,0.1,0.9848509 +2289.94,2270.6274,-0.009292606,1975.1521,7790000.0,3944.0,486875.0,,121696.0,5.52864e-05,0.1,1.1379268 +2261.94,2271.3225,-0.019356873,1975.1836,7800000.0,3949.0,487500.0,,121856.0,5.50304e-05,0.1,1.0865778 +2248.82,2271.9272,-0.014260104,1975.7146,7810000.0,3953.0,488125.0,,122016.0,5.47744e-05,0.1,0.99821335 +2247.7,2272.275,-0.012202989,1975.7454,7820000.0,3958.0,488750.0,,122176.0,5.45184e-05,0.1,1.0708724 +2260.06,2272.675,-0.01343539,1976.2747,7830000.0,3962.0,489375.0,,122336.0,5.42624e-05,0.1,1.0075369 +2277.44,2273.3086,-0.0083248615,1976.3046,7840000.0,3967.0,490000.0,,122496.0,5.40064e-05,0.1,1.0622759 +2260.24,2273.8044,-0.0056264745,1976.832,7850000.0,3971.0,490625.0,,122656.0,5.37504e-05,0.1,1.1143036 +2233.98,2273.836,-0.0129381735,1976.8612,7860000.0,3976.0,491250.0,,122784.0,5.35456e-05,0.1,1.0144591 +2230.62,2273.318,-0.0069931694,1976.8903,7870000.0,3981.0,491875.0,,122944.0,5.32896e-05,0.1,0.9941672 +2212.76,2272.4146,-0.008899862,1977.4153,7880000.0,3985.0,492500.0,,123104.0,5.30336e-05,0.1,1.0161601 +2243.66,2272.0967,-0.009120014,1977.4436,7890000.0,3990.0,493125.0,,123264.0,5.27776e-05,0.1,0.98635423 +2270.1,2272.3657,-0.012507526,1977.4718,7900000.0,3995.0,493750.0,,123424.0,5.25216e-05,0.1,0.961055 +2288.86,2273.128,-0.017397206,1977.9945,7910000.0,3999.0,494375.0,,123584.0,5.22656e-05,0.1,1.072584 +2271.98,2273.988,-0.0013292697,1978.5161,7920000.0,4003.0,495000.0,,123744.0,5.20096e-05,0.1,1.0419637 +2277.14,2274.8447,-0.007365536,1978.543,7930000.0,4008.0,495625.0,,123904.0,5.17536e-05,0.1,1.0539428 +2301.7,2276.4062,-0.011314173,1979.0629,7940000.0,4012.0,496250.0,,124032.0,5.15488e-05,0.1,1.1822994 +2304.44,2278.0005,-0.0138483085,1979.5817,7950000.0,4016.0,496875.0,,124192.0,5.12928e-05,0.1,1.0250698 +2304.44,2280.0625,-0.008902679,1979.607,7960000.0,4021.0,497500.0,,124352.0,5.10368e-05,0.1,1.0484953 +2314.1,2282.3174,-0.012399224,1980.1243,7970000.0,4025.0,498125.0,,124512.0,5.07808e-05,0.1,1.0329311 +2322.22,2283.8984,-0.016782526,1980.1489,7980000.0,4030.0,498750.0,,124672.0,5.05248e-05,0.1,1.0633869 +2375.06,2286.1768,-0.015533323,1980.1735,7990000.0,4035.0,499375.0,,124832.0,5.02688e-05,0.1,1.1390606 +2411.9,2289.0452,-0.01890944,1980.198,8000000.0,4040.0,500000.0,,124992.0,5.00128e-05,0.1,1.1094122 +2430.98,2291.7695,-0.02207459,1980.2225,8010000.0,4045.0,500625.0,,125152.0,4.97568e-05,0.1,1.199583 +2367.7,2294.1035,-0.020617906,1980.247,8020000.0,4050.0,501250.0,,125312.0,4.95008e-05,0.1,1.2152431 +2392.62,2296.5112,-0.0073454683,1980.7598,8030000.0,4054.0,501875.0,,125440.0,4.9296e-05,0.1,1.081832 +2343.46,2298.348,-0.012035085,1980.7834,8040000.0,4059.0,502500.0,,125600.0,4.904e-05,0.1,1.0512874 +2359.76,2300.3818,-0.0065785563,1981.2946,8050000.0,4063.0,503125.0,,125760.0,4.8784e-05,0.1,1.0460944 +2425.5,2303.0886,-0.01632202,1981.3176,8060000.0,4068.0,503750.0,,125920.0,4.8528e-05,0.1,1.1036986 +2469.86,2306.036,-0.00027033885,1981.8271,8070000.0,4072.0,504375.0,,126080.0,4.8272e-05,0.1,1.0227592 +2480.74,2308.672,-0.008136884,1981.8494,8080000.0,4077.0,505000.0,,126240.0,4.8016e-05,0.1,1.0464137 +2481.26,2310.8843,-0.009655231,1982.3573,8090000.0,4081.0,505625.0,,126400.0,4.776e-05,0.1,1.1166215 +2448.22,2312.8616,-0.007182537,1982.8641,8100000.0,4085.0,506250.0,,126560.0,4.7504e-05,0.1,1.0460778 +2422.04,2314.5073,-0.0077971574,1982.8851,8110000.0,4090.0,506875.0,,126688.0,4.72992e-05,0.1,1.1279044 +2446.94,2316.4438,0.0014731507,1982.906,8120000.0,4095.0,507500.0,,126848.0,4.70432e-05,0.1,1.1337836 +2470.3,2318.4297,-0.0124638295,1982.9269,8130000.0,4100.0,508125.0,,127008.0,4.67872e-05,0.1,1.0109801 +2503.62,2321.393,-0.009351374,1983.4308,8140000.0,4104.0,508750.0,,127168.0,4.65312e-05,0.1,1.0167421 +2535.78,2324.6396,-0.01004972,1983.9338,8150000.0,4108.0,509375.0,,127328.0,4.62752e-05,0.1,1.0555248 +2543.34,2327.8708,-0.011581476,1983.9534,8160000.0,4113.0,510000.0,,127488.0,4.60192e-05,0.1,1.1885962 +2531.36,2331.1008,-0.005373002,1983.9728,8170000.0,4118.0,510625.0,,127648.0,4.57632e-05,0.1,1.1174308 +2561.02,2334.4517,-0.0120945405,1983.9922,8180000.0,4123.0,511250.0,,127808.0,4.55072e-05,0.1,1.0403528 +2548.18,2337.0225,-0.010306498,1984.0116,8190000.0,4128.0,511875.0,,127968.0,4.52512e-05,0.1,1.179521 +2547.96,2339.39,-0.014720602,1984.5111,8200000.0,4132.0,512500.0,,128096.0,4.50464e-05,0.1,1.0635808 +2544.12,2341.1062,-0.0045203716,1985.0096,8210000.0,4136.0,513125.0,,128256.0,4.47904e-05,0.1,1.0785137 +2589.16,2343.066,-0.014318487,1985.0278,8220000.0,4141.0,513750.0,,128416.0,4.45344e-05,0.1,1.1560445 +2582.8,2344.8071,-0.01898173,1985.5248,8230000.0,4145.0,514375.0,,128576.0,4.42784e-05,0.1,1.1788974 +2605.8,2346.507,-0.006193382,1985.5421,8240000.0,4150.0,515000.0,,128736.0,4.40224e-05,0.1,1.0619146 +2617.36,2348.301,-0.01604109,1986.0376,8250000.0,4154.0,515625.0,,128896.0,4.37664e-05,0.1,1.0566503 +2616.52,2350.333,-0.011094602,1986.532,8260000.0,4158.0,516250.0,,129056.0,4.35104e-05,0.1,1.1275991 +2608.5,2352.2888,-0.003919887,1986.5482,8270000.0,4163.0,516875.0,,129216.0,4.32544e-05,0.1,1.0888247 +2608.5,2354.708,-0.0035663,1987.041,8280000.0,4167.0,517500.0,,129344.0,4.30496e-05,0.1,1.0002657 +2649.86,2357.5166,-0.01200702,1987.0565,8290000.0,4172.0,518125.0,,129504.0,4.27936e-05,0.1,1.031941 +2661.38,2360.0483,-0.0025275315,1987.5479,8300000.0,4176.0,518750.0,,129664.0,4.25376e-05,0.1,1.1525319 +2749.5,2363.5703,-0.009854258,1988.0383,8310000.0,4180.0,519375.0,,129824.0,4.22816e-05,0.1,1.2596049 +2756.44,2367.6416,-0.012888356,1988.0526,8320000.0,4185.0,520000.0,,129984.0,4.20256e-05,0.1,1.093776 +2794.74,2371.9468,-0.017315894,1988.0668,8330000.0,4190.0,520625.0,,130144.0,4.17696e-05,0.1,1.1341977 +2766.76,2375.8774,-0.014380368,1988.555,8340000.0,4194.0,521250.0,,130304.0,4.15136e-05,0.1,1.1792618 +2759.8,2379.677,-0.007622907,1988.5687,8350000.0,4199.0,521875.0,,130464.0,4.12576e-05,0.1,1.2008877 +2761.02,2383.827,-0.005380337,1988.5823,8360000.0,4204.0,522500.0,,130624.0,4.10016e-05,0.1,0.9714812 +2738.48,2387.7563,-0.0061627487,1989.0685,8370000.0,4208.0,523125.0,,130752.0,4.07968e-05,0.1,1.0094856 +2780.68,2392.1462,-0.017626164,1989.0814,8380000.0,4213.0,523750.0,,130912.0,4.05408e-05,0.1,1.1708013 +2848.8,2397.153,-0.012959831,1989.566,8390000.0,4217.0,524375.0,,131072.0,4.02848e-05,0.1,1.0936613 +2848.8,2402.3188,-0.009944592,1989.5784,8400000.0,4222.0,525000.0,,131232.0,4.00288e-05,0.1,1.0726368 +2914.92,2407.91,-0.0071525513,1989.5907,8410000.0,4227.0,525625.0,,131392.0,3.97728e-05,0.1,1.0749265 +2946.2,2413.8513,-0.010424318,1989.603,8420000.0,4232.0,526250.0,,131552.0,3.95168e-05,0.1,0.9889428 +2923.38,2419.2498,-0.0061822957,1990.085,8430000.0,4236.0,526875.0,,131712.0,3.92608e-05,0.1,1.1413214 +2996.94,2425.5962,-0.004099138,1990.0967,8440000.0,4241.0,527500.0,,131872.0,3.90048e-05,0.1,1.0231655 +3059.38,2433.1113,-0.007861046,1990.5771,8450000.0,4245.0,528125.0,,132000.0,3.88e-05,0.1,1.0555067 +3017.08,2440.5266,0.0032893247,1991.0568,8460000.0,4249.0,528750.0,,132160.0,3.8544e-05,0.1,1.0745239 +3016.12,2448.1377,-0.0077917227,1991.0673,8470000.0,4254.0,529375.0,,132320.0,3.8288e-05,0.1,1.1053383 +2990.2,2455.637,-0.014438648,1991.5453,8480000.0,4258.0,530000.0,,132480.0,3.8032e-05,0.1,1.1098506 +2970.48,2463.0327,-0.0089892,1991.5553,8490000.0,4263.0,530625.0,,132640.0,3.7776e-05,0.1,1.138866 +2978.4,2470.5337,-0.012480888,1992.0319,8500000.0,4267.0,531250.0,,132800.0,3.752e-05,0.1,1.1447928 +2997.78,2478.1,-0.009295918,1992.0411,8510000.0,4272.0,531875.0,,132960.0,3.7264e-05,0.1,1.1314437 +2975.16,2485.13,-0.008825909,1992.0505,8520000.0,4277.0,532500.0,,133120.0,3.7008e-05,0.1,1.1716027 +2942.22,2491.804,-0.012235894,1992.5251,8530000.0,4281.0,533125.0,,133280.0,3.6752e-05,0.1,1.1534619 +2899.36,2497.9368,0.0042653726,1992.5338,8540000.0,4286.0,533750.0,,133408.0,3.65472e-05,0.1,1.0409315 +2886.44,2504.3015,-0.0013922475,1993.007,8550000.0,4290.0,534375.0,,133568.0,3.62912e-05,0.1,1.021982 +2898.56,2511.0032,-0.0014994207,1993.0151,8560000.0,4295.0,535000.0,,133728.0,3.60352e-05,0.1,0.9547745 +2914.86,2517.6514,-0.0011145886,1993.4868,8570000.0,4299.0,535625.0,,133888.0,3.57792e-05,0.1,1.1492143 +2907.56,2524.18,-0.014117261,1993.9578,8580000.0,4303.0,536250.0,,134048.0,3.55232e-05,0.1,1.1482234 +2938.44,2530.878,-0.014603096,1993.9647,8590000.0,4308.0,536875.0,,134208.0,3.52672e-05,0.1,1.1672503 +2913.44,2537.536,-0.0055574784,1994.4341,8600000.0,4312.0,537500.0,,134368.0,3.50112e-05,0.1,1.1488932 +2854.72,2543.4443,-0.015947657,1994.4406,8610000.0,4317.0,538125.0,,134528.0,3.47552e-05,0.1,1.0729808 +2868.12,2549.6233,-0.015482293,1994.9086,8620000.0,4321.0,538750.0,,134656.0,3.45504e-05,0.1,1.2213814 +2893.96,2555.8757,-0.0036929832,1995.3757,8630000.0,4325.0,539375.0,,134816.0,3.42944e-05,0.1,1.0223166 +2916.28,2562.1387,-0.008270954,1995.3811,8640000.0,4330.0,540000.0,,134976.0,3.40384e-05,0.1,1.0753486 +2942.22,2568.5728,-0.008569801,1995.3864,8650000.0,4335.0,540625.0,,135136.0,3.37824e-05,0.1,1.074605 +2918.58,2574.8142,0.017953029,1995.8516,8660000.0,4339.0,541250.0,,135296.0,3.35264e-05,0.1,1.0164692 +2901.64,2580.997,0.0029602172,1995.8563,8670000.0,4344.0,541875.0,,135456.0,3.32704e-05,0.1,1.0653982 +2917.04,2587.205,-0.004318753,1996.3202,8680000.0,4348.0,542500.0,,135616.0,3.30144e-05,0.1,1.0571485 +2871.52,2592.9316,-0.0015019535,1996.3243,8690000.0,4353.0,543125.0,,135776.0,3.27584e-05,0.1,0.9963808 +2858.44,2598.271,-0.0012475718,1996.7867,8700000.0,4357.0,543750.0,,135936.0,3.25024e-05,0.1,1.0096174 +2888.14,2603.5671,-0.0016637172,1997.2483,8710000.0,4361.0,544375.0,,136064.0,3.22976e-05,0.1,1.0887508 +2859.94,2608.6062,0.0062178504,1997.2515,8720000.0,4366.0,545000.0,,136224.0,3.20416e-05,0.1,1.0201583 +2862.74,2614.277,0.0050088163,1997.7117,8730000.0,4370.0,545625.0,,136384.0,3.17856e-05,0.1,0.9824191 +2862.82,2619.9229,-0.010239233,1997.7142,8740000.0,4375.0,546250.0,,136544.0,3.15296e-05,0.1,1.0388603 +2841.74,2625.5479,0.00033494114,1998.1731,8750000.0,4379.0,546875.0,,136704.0,3.12736e-05,0.1,1.1106646 +2902.46,2631.942,-0.010170578,1998.1752,8760000.0,4384.0,547500.0,,136864.0,3.10176e-05,0.1,0.9789366 +2859.7,2637.94,-0.006234218,1998.6327,8770000.0,4388.0,548125.0,,137024.0,3.07616e-05,0.1,1.1240286 +2848.9,2643.6462,-0.002086516,1998.6342,8780000.0,4393.0,548750.0,,137184.0,3.05056e-05,0.1,1.0970752 +2894.26,2649.6895,0.00063142343,1998.6357,8790000.0,4398.0,549375.0,,137312.0,3.03008e-05,0.1,1.050563 +2881.66,2655.887,-0.008000355,1999.0913,8800000.0,4402.0,550000.0,,137472.0,3.00448e-05,0.1,0.99051344 +2914.26,2662.5413,-0.012138203,1999.0924,8810000.0,4407.0,550625.0,,137632.0,2.97888e-05,0.1,1.1523029 +2905.78,2669.122,-0.006588037,1999.5466,8820000.0,4411.0,551250.0,,137792.0,2.95328e-05,0.1,1.1383197 +2905.78,2675.579,0.0015947963,1999.5471,8830000.0,4416.0,551875.0,,137952.0,2.92768e-05,0.1,1.0854368 +2938.08,2682.1855,-0.0026982785,1999.5476,8840000.0,4421.0,552500.0,,138112.0,2.90208e-05,0.1,1.0934929 +2933.44,2688.9177,-0.0033003455,1999.5481,8850000.0,4426.0,553125.0,,138272.0,2.87648e-05,0.1,1.1302545 +2995.72,2696.535,-0.0008581058,2000.0,8860000.0,4430.0,553750.0,,138432.0,2.85088e-05,0.1,1.0864348 +2955.98,2703.7883,-0.004150578,2000.451,8870000.0,4434.0,554375.0,,138592.0,2.82528e-05,0.1,1.1431328 +2921.72,2710.8782,0.012140654,2000.4506,8880000.0,4439.0,555000.0,,138720.0,2.8048e-05,0.1,1.1871928 +2890.3,2717.3447,-0.011131015,2000.9003,8890000.0,4443.0,555625.0,,138880.0,2.7792e-05,0.1,1.1601107 +2919.98,2723.8435,-0.0019646648,2000.8993,8900000.0,4448.0,556250.0,,139040.0,2.7536e-05,0.1,1.1489369 +2957.76,2730.5322,-0.014636228,2001.3477,8910000.0,4452.0,556875.0,,139200.0,2.728e-05,0.1,1.2947221 +2979.58,2737.6084,-0.0058333213,2001.7953,8920000.0,4456.0,557500.0,,139360.0,2.7024e-05,0.1,0.9603521 +2912.7,2743.9639,0.001405818,2001.7933,8930000.0,4461.0,558125.0,,139520.0,2.6768e-05,0.1,1.0166547 +2948.06,2750.4275,0.0025645175,2001.7913,8940000.0,4466.0,558750.0,,139680.0,2.6512e-05,0.1,1.0436485 +2922.4,2756.6072,-0.011612598,2002.2372,8950000.0,4470.0,559375.0,,139840.0,2.6256e-05,0.1,1.0714065 +2958.48,2763.1475,-0.009164218,2002.6821,8960000.0,4474.0,560000.0,,140000.0,2.6e-05,0.1,1.1658576 +2967.74,2769.684,-0.006938938,2003.1263,8970000.0,4478.0,560625.0,,140128.0,2.57952e-05,0.1,1.1285994 +3003.22,2776.4941,0.0017087961,2003.1229,8980000.0,4483.0,561250.0,,140288.0,2.55392e-05,0.1,1.0895815 +2998.26,2782.7258,-0.0064641256,2003.1194,8990000.0,4488.0,561875.0,,140448.0,2.52832e-05,0.1,1.0970309 +3047.3,2789.08,-0.006159155,2003.5619,9000000.0,4492.0,562500.0,,140608.0,2.50272e-05,0.1,1.1851851 +2973.32,2794.5034,-0.0044082683,2004.0035,9010000.0,4496.0,563125.0,,140768.0,2.47712e-05,0.1,1.2589163 +2985.7,2800.683,-0.0021709227,2003.9991,9020000.0,4501.0,563750.0,,140928.0,2.45152e-05,0.1,1.0844918 +2966.14,2806.4185,-0.008201741,2004.4395,9030000.0,4505.0,564375.0,,141088.0,2.42592e-05,0.1,1.0959835 +3031.66,2813.3003,-0.010767032,2004.8792,9040000.0,4509.0,565000.0,,141248.0,2.40032e-05,0.1,1.2350063 +2979.36,2819.4966,0.0025454655,2005.318,9050000.0,4513.0,565625.0,,141376.0,2.37984e-05,0.1,1.0529811 +2982.78,2825.0693,0.0019397216,2005.3121,9060000.0,4518.0,566250.0,,141536.0,2.35424e-05,0.1,1.1261134 +3009.62,2830.4673,-0.0018171846,2005.7496,9070000.0,4522.0,566875.0,,141696.0,2.32864e-05,0.1,1.096096 +3013.5,2835.795,0.0023455084,2005.7433,9080000.0,4527.0,567500.0,,141856.0,2.30304e-05,0.1,1.0969255 +3008.84,2841.0703,-0.005380852,2005.7369,9090000.0,4532.0,568125.0,,142016.0,2.27744e-05,0.1,1.1419618 +2990.4,2846.4922,-0.0053827898,2006.1729,9100000.0,4536.0,568750.0,,142176.0,2.25184e-05,0.1,1.1569995 +2944.28,2851.7146,0.008611197,2006.166,9110000.0,4541.0,569375.0,,142336.0,2.22624e-05,0.1,1.2576072 +2928.12,2856.5266,0.010063885,2006.6007,9120000.0,4545.0,570000.0,,142496.0,2.20064e-05,0.1,1.0564656 +2959.4,2861.4175,-0.011995264,2007.0345,9130000.0,4549.0,570625.0,,142656.0,2.17504e-05,0.1,1.2133605 +2964.64,2866.0276,-0.013601366,2007.4677,9140000.0,4553.0,571250.0,,142784.0,2.15456e-05,0.1,1.2118444 +2964.2,2870.3115,0.00033200474,2007.4595,9150000.0,4558.0,571875.0,,142944.0,2.12896e-05,0.1,1.0928844 +2910.68,2873.985,-0.0034273413,2007.4513,9160000.0,4563.0,572500.0,,143104.0,2.10336e-05,0.1,1.1558577 +2924.68,2877.9185,-0.008565273,2007.4431,9170000.0,4568.0,573125.0,,143264.0,2.07776e-05,0.1,1.0277932 +2939.46,2881.703,0.0042828466,2007.4349,9180000.0,4573.0,573750.0,,143424.0,2.05216e-05,0.1,1.0204685 +2979.78,2886.0193,-0.004830921,2007.8654,9190000.0,4577.0,574375.0,,143584.0,2.02656e-05,0.1,1.1713216 +3045.56,2890.995,-0.005081539,2007.8568,9200000.0,4582.0,575000.0,,143744.0,2.00096e-05,0.1,1.116858 +3045.56,2896.0093,0.00036041933,2008.2861,9210000.0,4586.0,575625.0,,143904.0,1.97536e-05,0.1,1.1037548 +3068.86,2900.8066,-0.0023095286,2008.2771,9220000.0,4591.0,576250.0,,144032.0,1.95488e-05,0.1,1.1244029 +3059.28,2905.5713,-0.01040001,2008.7051,9230000.0,4595.0,576875.0,,144192.0,1.92928e-05,0.1,1.1369753 +3121.26,2910.7256,-0.009363133,2009.1324,9240000.0,4599.0,577500.0,,144352.0,1.90368e-05,0.1,1.1494217 +3121.26,2915.7646,-0.009184744,2009.1226,9250000.0,4604.0,578125.0,,144512.0,1.87808e-05,0.1,1.1304314 +3134.92,2920.9482,-0.002052429,2009.1125,9260000.0,4609.0,578750.0,,144672.0,1.85248e-05,0.1,1.0930567 +3117.72,2926.0405,0.004753647,2009.5382,9270000.0,4613.0,579375.0,,144832.0,1.82688e-05,0.1,1.0737579 +3111.18,2931.0674,-0.0070108,2009.9631,9280000.0,4617.0,580000.0,,144992.0,1.80128e-05,0.1,1.2134935 +3142.22,2935.991,-0.002023439,2009.9524,9290000.0,4622.0,580625.0,,145152.0,1.77568e-05,0.1,1.0474272 +3147.18,2940.8494,-0.0014366198,2010.3761,9300000.0,4626.0,581250.0,,145312.0,1.75008e-05,0.1,1.1431494 +3129.14,2944.6455,0.0035543856,2010.7992,9310000.0,4630.0,581875.0,,145440.0,1.7296e-05,0.1,1.1456307 +3128.96,2948.3708,0.0021275715,2011.2214,9320000.0,4634.0,582500.0,,145600.0,1.704e-05,0.1,1.043165 +3158.24,2952.0059,0.008351333,2011.2094,9330000.0,4639.0,583125.0,,145760.0,1.6784e-05,0.1,1.1539769 +3216.26,2956.501,-0.0025199477,2011.6304,9340000.0,4643.0,583750.0,,145920.0,1.6528e-05,0.1,1.0747151 +3201.06,2960.9133,0.000783765,2011.6179,9350000.0,4648.0,584375.0,,146080.0,1.6272e-05,0.1,1.117037 +3204.02,2965.3435,0.010456139,2011.6055,9360000.0,4653.0,585000.0,,146240.0,1.6016e-05,0.1,1.1273628 +3167.3,2969.6318,0.018855028,2011.593,9370000.0,4658.0,585625.0,,146400.0,1.576e-05,0.1,1.1262956 +3197.82,2973.8032,-0.0021652794,2012.012,9380000.0,4662.0,586250.0,,146560.0,1.5504e-05,0.1,1.0909249 +3193.22,2977.2476,0.010728596,2012.4303,9390000.0,4666.0,586875.0,,146688.0,1.52992e-05,0.1,1.1361125 +3194.22,2980.7012,0.004853062,2012.417,9400000.0,4671.0,587500.0,,146848.0,1.50432e-05,0.1,1.1365134 +3228.46,2983.837,0.005195071,2012.8342,9410000.0,4675.0,588125.0,,147008.0,1.47872e-05,0.1,1.1562619 +3245.12,2986.826,0.010235842,2012.8206,9420000.0,4680.0,588750.0,,147168.0,1.45312e-05,0.1,1.1783938 +3265.32,2990.2456,0.0046597556,2013.2366,9430000.0,4684.0,589375.0,,147328.0,1.42752e-05,0.1,1.1658309 +3293.38,2993.2097,-0.00060074293,2013.2224,9440000.0,4689.0,590000.0,,147488.0,1.40192e-05,0.1,1.1556596 +3296.02,2995.5767,-0.007348653,2013.6373,9450000.0,4693.0,590625.0,,147648.0,1.37632e-05,0.1,1.1180149 +3301.7,2998.422,-0.0017166786,2014.0515,9460000.0,4697.0,591250.0,,147808.0,1.35072e-05,0.1,1.0904658 +3317.06,3001.432,-0.0071279956,2014.465,9470000.0,4701.0,591875.0,,147968.0,1.32512e-05,0.1,1.2435844 +3305.04,3004.58,-0.002650663,2014.4496,9480000.0,4706.0,592500.0,,148096.0,1.30464e-05,0.1,1.2066259 +3371.54,3008.5906,0.0018007231,2014.8619,9490000.0,4710.0,593125.0,,148256.0,1.27904e-05,0.1,1.3224647 +3359.82,3012.4048,-0.0068564266,2015.2737,9500000.0,4714.0,593750.0,,148416.0,1.25344e-05,0.1,1.1582003 +3361.1,3016.0378,0.00763342,2015.2574,9510000.0,4719.0,594375.0,,148576.0,1.22784e-05,0.1,1.1811146 +3331.0,3019.5962,-0.0016932249,2015.2413,9520000.0,4724.0,595000.0,,148736.0,1.20224e-05,0.1,1.0976272 +3330.04,3023.4744,0.0003710881,2015.2252,9530000.0,4729.0,595625.0,,148896.0,1.17664e-05,0.1,1.2164053 +3331.84,3027.7998,-0.0004353349,2015.2091,9540000.0,4734.0,596250.0,,149056.0,1.15104e-05,0.1,1.0761938 +3291.02,3031.8452,-0.005735633,2015.6184,9550000.0,4738.0,596875.0,,149216.0,1.12544e-05,0.1,1.2077167 +3195.88,3034.8184,-0.00063232065,2016.027,9560000.0,4742.0,597500.0,,149344.0,1.10496e-05,0.1,1.0494896 +3207.88,3037.7488,-0.0020965396,2016.0101,9570000.0,4747.0,598125.0,,149504.0,1.07936e-05,0.1,1.183836 +3194.54,3040.6187,0.00018268387,2016.4176,9580000.0,4751.0,598750.0,,149664.0,1.05376e-05,0.1,1.2719182 +3194.7,3043.181,-0.0023645249,2016.8243,9590000.0,4755.0,599375.0,,149824.0,1.02816e-05,0.1,1.1340864 +3160.84,3045.655,0.0007301145,2016.8068,9600000.0,4760.0,600000.0,,149984.0,1.00256e-05,0.1,1.0656362 +3182.62,3048.934,-0.0038819294,2016.7891,9610000.0,4765.0,600625.0,,150144.0,9.7696e-06,0.1,1.0762572 +3115.34,3051.4062,-0.0006594643,2017.1943,9620000.0,4769.0,601250.0,,150304.0,9.5136e-06,0.1,1.1853988 +3115.62,3053.623,-0.010497013,2017.599,9630000.0,4773.0,601875.0,,150464.0,9.2576e-06,0.1,1.2504228 +3071.04,3055.1707,0.011263421,2017.5806,9640000.0,4778.0,602500.0,,150624.0,9.0016e-06,0.1,1.3375819 +3070.22,3056.4507,0.010638634,2017.9841,9650000.0,4782.0,603125.0,,150752.0,8.7968e-06,0.1,1.1584904 +3061.1,3057.876,-0.00037028594,2018.387,9660000.0,4786.0,603750.0,,150912.0,8.5408e-06,0.1,1.2068032 +3053.68,3059.396,0.004868728,2018.3678,9670000.0,4791.0,604375.0,,151072.0,8.2848e-06,0.1,1.0273631 +3040.4,3060.6296,0.00055740774,2018.7695,9680000.0,4795.0,605000.0,,151232.0,8.0288e-06,0.1,1.140381 +3012.72,3062.042,0.009078092,2018.75,9690000.0,4800.0,605625.0,,151392.0,7.7728e-06,0.1,1.2178816 +3021.6,3063.6733,-0.005653625,2019.1508,9700000.0,4804.0,606250.0,,151552.0,7.5168e-06,0.1,1.1730494 +3030.36,3065.096,-0.00060213654,2019.1307,9710000.0,4809.0,606875.0,,151712.0,7.2608e-06,0.1,1.0556254 +3068.72,3067.1833,-0.000276879,2019.5304,9720000.0,4813.0,607500.0,,151872.0,7.0048e-06,0.1,1.1462895 +3057.94,3069.1357,0.0009048629,2019.9294,9730000.0,4817.0,608125.0,,152000.0,6.8e-06,0.1,1.1661268 +3096.46,3071.472,-0.000105926505,2019.9087,9740000.0,4822.0,608750.0,,152160.0,6.544e-06,0.1,1.2057557 +3069.68,3073.7512,-0.0033033262,2020.3066,9750000.0,4826.0,609375.0,,152320.0,6.288e-06,0.1,1.2979617 +3107.7,3075.8035,-0.00050730025,2020.704,9760000.0,4830.0,610000.0,,152480.0,6.032e-06,0.1,1.1555916 +3084.3,3078.0498,-0.007630961,2020.6825,9770000.0,4835.0,610625.0,,152640.0,5.776e-06,0.1,1.224504 +3100.18,3080.5625,0.0146635985,2021.0787,9780000.0,4839.0,611250.0,,152800.0,5.52e-06,0.1,1.1271325 +3065.18,3082.272,0.012362222,2021.057,9790000.0,4844.0,611875.0,,152960.0,5.264e-06,0.1,1.0588247 +3065.18,3084.107,0.0035387832,2021.0353,9800000.0,4849.0,612500.0,,153120.0,5.008e-06,0.1,1.147555 +3037.6,3085.3403,-0.004843879,2021.0135,9810000.0,4854.0,613125.0,,153280.0,4.752e-06,0.1,1.273881 +3060.52,3086.8877,0.0036676943,2021.408,9820000.0,4858.0,613750.0,,153408.0,4.5472e-06,0.1,1.2335379 +3026.5,3088.095,0.0014950131,2021.386,9830000.0,4863.0,614375.0,,153568.0,4.2912e-06,0.1,1.1741558 +3068.3,3089.397,0.002040071,2021.364,9840000.0,4868.0,615000.0,,153728.0,4.0352e-06,0.1,1.0998709 +3072.74,3090.7903,0.00010566163,2021.757,9850000.0,4872.0,615625.0,,153888.0,3.7792e-06,0.1,1.1702356 +3075.46,3091.588,-0.0011832452,2021.7346,9860000.0,4877.0,616250.0,,154048.0,3.5232e-06,0.1,1.2069604 +3078.84,3092.8162,0.0066311588,2022.1266,9870000.0,4881.0,616875.0,,154208.0,3.2672e-06,0.1,1.2189755 +3137.72,3094.9758,0.019501172,2021.6902,9880000.0,4887.0,617500.0,,154368.0,3.0112e-06,0.1,1.2095919 +3181.68,3097.8896,0.019251002,2022.0814,9890000.0,4891.0,618125.0,,154528.0,2.7552e-06,0.1,1.2062943 +3191.28,3100.6028,0.0038752374,2022.4719,9900000.0,4895.0,618750.0,,154656.0,2.5504e-06,0.1,1.1453084 +3208.68,3103.1118,0.008838242,2022.449,9910000.0,4900.0,619375.0,,154816.0,2.2944e-06,0.1,1.2409832 +3248.78,3105.804,0.0014538233,2022.4261,9920000.0,4905.0,620000.0,,154976.0,2.0384e-06,0.1,1.1616232 +3284.14,3109.518,0.016293483,2022.4032,9930000.0,4910.0,620625.0,,155136.0,1.7824e-06,0.1,1.2009928 +3300.24,3113.0403,0.0114809545,2022.3805,9940000.0,4915.0,621250.0,,155296.0,1.5264e-06,0.1,1.2762904 +3317.36,3116.9897,0.0015609371,2022.7688,9950000.0,4919.0,621875.0,,155456.0,1.2704e-06,0.1,1.1550171 +3320.74,3120.6125,0.004001841,2022.7457,9960000.0,4924.0,622500.0,,155616.0,1.0144e-06,0.1,1.1683655 +3247.72,3123.4126,0.0018664885,2023.133,9970000.0,4928.0,623125.0,,155776.0,7.584e-07,0.1,1.1888906 +3244.36,3125.824,0.009589404,2023.1096,9980000.0,4933.0,623750.0,,155936.0,5.024e-07,0.1,1.2984617 +3236.36,3128.2046,0.00059105695,2023.906,9990000.0,4936.0,624375.0,,156064.0,2.976e-07,0.1,1.2434846 +3239.4,3130.126,0.00464667,2023.8818,10000000.0,4941.0,625000.0,,156224.0,4.16e-08,0.1,1.1133211 diff --git a/data/ppo_atari_beamrider_2026_01_06_112533/info/ppo_atari_beamrider_t0_s1_session_df_train.csv b/data/ppo_atari_beamrider_2026_01_06_112533/info/ppo_atari_beamrider_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..5a2b2b764b16b11517fd77941eef7916d02c9160 --- /dev/null +++ b/data/ppo_atari_beamrider_2026_01_06_112533/info/ppo_atari_beamrider_t0_s1_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +142.15384,142.15384,-0.029284488,294.11765,10000.0,34.0,625.0,,128.0,0.0002497952,0.1,2.1734333 +337.33334,239.74359,-0.027639959,512.8205,20000.0,39.0,1250.0,,288.0,0.0002495392,0.1,2.164237 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+2348.12,2208.796,0.0002980493,1963.3369,7390000.0,3764.0,461875.0,,115456.0,6.52704e-05,0.1,1.1312865 +2332.2,2211.0708,0.00040214614,1963.3855,7400000.0,3769.0,462500.0,,115616.0,6.50144e-05,0.1,1.1674109 +2355.82,2213.1538,-0.014065032,1963.4341,7410000.0,3774.0,463125.0,,115776.0,6.47584e-05,0.1,1.089602 +2352.06,2214.915,-0.0061257295,1964.0021,7420000.0,3778.0,463750.0,,115936.0,6.45024e-05,0.1,1.0181713 +2383.54,2217.2766,-0.01554346,1964.569,7430000.0,3782.0,464375.0,,116064.0,6.42976e-05,0.1,1.216394 +2362.3,2219.768,-0.01358408,1964.6158,7440000.0,3787.0,465000.0,,116224.0,6.40416e-05,0.1,1.0335153 +2307.86,2221.691,-0.011497251,1965.1807,7450000.0,3791.0,465625.0,,116384.0,6.37856e-05,0.1,1.0242693 +2275.54,2223.272,-0.01628564,1965.2266,7460000.0,3796.0,466250.0,,116544.0,6.35296e-05,0.1,1.0260465 +2255.02,2224.5588,-0.009025874,1965.7894,7470000.0,3800.0,466875.0,,116704.0,6.32736e-05,0.1,1.0343173 +2240.3,2225.8015,-0.015535273,1965.8345,7480000.0,3805.0,467500.0,,116864.0,6.30176e-05,0.1,1.0598078 +2230.92,2226.3267,-0.0071458877,1966.3954,7490000.0,3809.0,468125.0,,117024.0,6.27616e-05,0.1,1.0272138 +2228.28,2226.871,0.0009037657,1966.4395,7500000.0,3814.0,468750.0,,117184.0,6.25056e-05,0.1,1.0196228 +2241.16,2227.6873,-0.006167339,1966.9984,7510000.0,3818.0,469375.0,,117312.0,6.23008e-05,0.1,1.0333239 +2272.16,2228.7832,-0.0108128805,1967.5563,7520000.0,3822.0,470000.0,,117472.0,6.20448e-05,0.1,1.0541046 +2274.8,2230.2815,-0.011297315,1967.5986,7530000.0,3827.0,470625.0,,117632.0,6.17888e-05,0.1,1.0489528 +2286.08,2231.8584,-0.011669306,1968.1545,7540000.0,3831.0,471250.0,,117792.0,6.15328e-05,0.1,1.1145432 +2249.96,2232.972,-0.0023187948,1967.6831,7550000.0,3837.0,471875.0,,117952.0,6.12768e-05,0.1,1.0772011 +2228.4,2234.1196,-0.01185739,1967.7251,7560000.0,3842.0,472500.0,,118112.0,6.10208e-05,0.1,1.0553288 +2250.04,2235.8652,0.00121653,1968.2787,7570000.0,3846.0,473125.0,,118272.0,6.07648e-05,0.1,1.1525751 +2254.72,2237.934,-0.009683656,1968.32,7580000.0,3851.0,473750.0,,118432.0,6.05088e-05,0.1,1.1574719 +2268.64,2240.256,-0.009463006,1968.361,7590000.0,3856.0,474375.0,,118592.0,6.02528e-05,0.1,1.0455582 +2247.62,2242.2764,-0.0070032636,1968.9119,7600000.0,3860.0,475000.0,,118720.0,6.0048e-05,0.1,1.0465367 +2263.9,2244.3423,-0.014338081,1968.9521,7610000.0,3865.0,475625.0,,118880.0,5.9792e-05,0.1,1.1101727 +2250.2,2246.3179,-0.018101256,1969.5012,7620000.0,3869.0,476250.0,,119040.0,5.9536e-05,0.1,1.0816729 +2268.72,2248.3496,-0.012449962,1969.5405,7630000.0,3874.0,476875.0,,119200.0,5.928e-05,0.1,1.1066594 +2289.98,2250.1685,-0.013830751,1970.0876,7640000.0,3878.0,477500.0,,119360.0,5.9024e-05,0.1,0.9957195 +2298.82,2251.5671,-0.008087052,1970.1262,7650000.0,3883.0,478125.0,,119520.0,5.8768e-05,0.1,0.98218447 +2294.42,2253.1648,-0.01373883,1970.6715,7660000.0,3887.0,478750.0,,119680.0,5.8512e-05,0.1,1.0168077 +2283.36,2254.8584,-0.009295834,1970.7091,7670000.0,3892.0,479375.0,,119840.0,5.8256e-05,0.1,1.096925 +2296.24,2256.801,-0.014658682,1971.2526,7680000.0,3896.0,480000.0,,120000.0,5.8e-05,0.1,1.0363255 +2298.88,2258.23,-0.010413101,1971.7949,7690000.0,3900.0,480625.0,,120128.0,5.77952e-05,0.1,1.0437062 +2324.48,2259.7476,-0.014262302,1971.8309,7700000.0,3905.0,481250.0,,120288.0,5.75392e-05,0.1,1.1321754 +2358.54,2261.5098,0.008800988,1972.3715,7710000.0,3909.0,481875.0,,120448.0,5.72832e-05,0.1,0.980895 +2356.02,2263.5007,-0.009677651,1972.4067,7720000.0,3914.0,482500.0,,120608.0,5.70272e-05,0.1,1.1125845 +2295.66,2264.7268,-0.006442569,1972.9454,7730000.0,3918.0,483125.0,,120768.0,5.67712e-05,0.1,1.0348603 +2298.22,2265.8643,-0.0018406562,1972.9799,7740000.0,3923.0,483750.0,,120928.0,5.65152e-05,0.1,1.0177613 +2279.26,2267.0344,-0.019714367,1973.5167,7750000.0,3927.0,484375.0,,121088.0,5.62592e-05,0.1,1.1443336 +2263.06,2268.2207,-0.017059285,1973.5504,7760000.0,3932.0,485000.0,,121248.0,5.60032e-05,0.1,1.025576 +2259.86,2269.0444,-0.009632992,1974.587,7770000.0,3935.0,485625.0,,121376.0,5.57984e-05,0.1,1.1257186 +2278.3,2269.728,-0.012940029,1974.6193,7780000.0,3940.0,486250.0,,121536.0,5.55424e-05,0.1,0.9848509 +2289.94,2270.6274,-0.009292606,1975.1521,7790000.0,3944.0,486875.0,,121696.0,5.52864e-05,0.1,1.1379268 +2261.94,2271.3225,-0.019356873,1975.1836,7800000.0,3949.0,487500.0,,121856.0,5.50304e-05,0.1,1.0865778 +2248.82,2271.9272,-0.014260104,1975.7146,7810000.0,3953.0,488125.0,,122016.0,5.47744e-05,0.1,0.99821335 +2247.7,2272.275,-0.012202989,1975.7454,7820000.0,3958.0,488750.0,,122176.0,5.45184e-05,0.1,1.0708724 +2260.06,2272.675,-0.01343539,1976.2747,7830000.0,3962.0,489375.0,,122336.0,5.42624e-05,0.1,1.0075369 +2277.44,2273.3086,-0.0083248615,1976.3046,7840000.0,3967.0,490000.0,,122496.0,5.40064e-05,0.1,1.0622759 +2260.24,2273.8044,-0.0056264745,1976.832,7850000.0,3971.0,490625.0,,122656.0,5.37504e-05,0.1,1.1143036 +2233.98,2273.836,-0.0129381735,1976.8612,7860000.0,3976.0,491250.0,,122784.0,5.35456e-05,0.1,1.0144591 +2230.62,2273.318,-0.0069931694,1976.8903,7870000.0,3981.0,491875.0,,122944.0,5.32896e-05,0.1,0.9941672 +2212.76,2272.4146,-0.008899862,1977.4153,7880000.0,3985.0,492500.0,,123104.0,5.30336e-05,0.1,1.0161601 +2243.66,2272.0967,-0.009120014,1977.4436,7890000.0,3990.0,493125.0,,123264.0,5.27776e-05,0.1,0.98635423 +2270.1,2272.3657,-0.012507526,1977.4718,7900000.0,3995.0,493750.0,,123424.0,5.25216e-05,0.1,0.961055 +2288.86,2273.128,-0.017397206,1977.9945,7910000.0,3999.0,494375.0,,123584.0,5.22656e-05,0.1,1.072584 +2271.98,2273.988,-0.0013292697,1978.5161,7920000.0,4003.0,495000.0,,123744.0,5.20096e-05,0.1,1.0419637 +2277.14,2274.8447,-0.007365536,1978.543,7930000.0,4008.0,495625.0,,123904.0,5.17536e-05,0.1,1.0539428 +2301.7,2276.4062,-0.011314173,1979.0629,7940000.0,4012.0,496250.0,,124032.0,5.15488e-05,0.1,1.1822994 +2304.44,2278.0005,-0.0138483085,1979.5817,7950000.0,4016.0,496875.0,,124192.0,5.12928e-05,0.1,1.0250698 +2304.44,2280.0625,-0.008902679,1979.607,7960000.0,4021.0,497500.0,,124352.0,5.10368e-05,0.1,1.0484953 +2314.1,2282.3174,-0.012399224,1980.1243,7970000.0,4025.0,498125.0,,124512.0,5.07808e-05,0.1,1.0329311 +2322.22,2283.8984,-0.016782526,1980.1489,7980000.0,4030.0,498750.0,,124672.0,5.05248e-05,0.1,1.0633869 +2375.06,2286.1768,-0.015533323,1980.1735,7990000.0,4035.0,499375.0,,124832.0,5.02688e-05,0.1,1.1390606 +2411.9,2289.0452,-0.01890944,1980.198,8000000.0,4040.0,500000.0,,124992.0,5.00128e-05,0.1,1.1094122 +2430.98,2291.7695,-0.02207459,1980.2225,8010000.0,4045.0,500625.0,,125152.0,4.97568e-05,0.1,1.199583 +2367.7,2294.1035,-0.020617906,1980.247,8020000.0,4050.0,501250.0,,125312.0,4.95008e-05,0.1,1.2152431 +2392.62,2296.5112,-0.0073454683,1980.7598,8030000.0,4054.0,501875.0,,125440.0,4.9296e-05,0.1,1.081832 +2343.46,2298.348,-0.012035085,1980.7834,8040000.0,4059.0,502500.0,,125600.0,4.904e-05,0.1,1.0512874 +2359.76,2300.3818,-0.0065785563,1981.2946,8050000.0,4063.0,503125.0,,125760.0,4.8784e-05,0.1,1.0460944 +2425.5,2303.0886,-0.01632202,1981.3176,8060000.0,4068.0,503750.0,,125920.0,4.8528e-05,0.1,1.1036986 +2469.86,2306.036,-0.00027033885,1981.8271,8070000.0,4072.0,504375.0,,126080.0,4.8272e-05,0.1,1.0227592 +2480.74,2308.672,-0.008136884,1981.8494,8080000.0,4077.0,505000.0,,126240.0,4.8016e-05,0.1,1.0464137 +2481.26,2310.8843,-0.009655231,1982.3573,8090000.0,4081.0,505625.0,,126400.0,4.776e-05,0.1,1.1166215 +2448.22,2312.8616,-0.007182537,1982.8641,8100000.0,4085.0,506250.0,,126560.0,4.7504e-05,0.1,1.0460778 +2422.04,2314.5073,-0.0077971574,1982.8851,8110000.0,4090.0,506875.0,,126688.0,4.72992e-05,0.1,1.1279044 +2446.94,2316.4438,0.0014731507,1982.906,8120000.0,4095.0,507500.0,,126848.0,4.70432e-05,0.1,1.1337836 +2470.3,2318.4297,-0.0124638295,1982.9269,8130000.0,4100.0,508125.0,,127008.0,4.67872e-05,0.1,1.0109801 +2503.62,2321.393,-0.009351374,1983.4308,8140000.0,4104.0,508750.0,,127168.0,4.65312e-05,0.1,1.0167421 +2535.78,2324.6396,-0.01004972,1983.9338,8150000.0,4108.0,509375.0,,127328.0,4.62752e-05,0.1,1.0555248 +2543.34,2327.8708,-0.011581476,1983.9534,8160000.0,4113.0,510000.0,,127488.0,4.60192e-05,0.1,1.1885962 +2531.36,2331.1008,-0.005373002,1983.9728,8170000.0,4118.0,510625.0,,127648.0,4.57632e-05,0.1,1.1174308 +2561.02,2334.4517,-0.0120945405,1983.9922,8180000.0,4123.0,511250.0,,127808.0,4.55072e-05,0.1,1.0403528 +2548.18,2337.0225,-0.010306498,1984.0116,8190000.0,4128.0,511875.0,,127968.0,4.52512e-05,0.1,1.179521 +2547.96,2339.39,-0.014720602,1984.5111,8200000.0,4132.0,512500.0,,128096.0,4.50464e-05,0.1,1.0635808 +2544.12,2341.1062,-0.0045203716,1985.0096,8210000.0,4136.0,513125.0,,128256.0,4.47904e-05,0.1,1.0785137 +2589.16,2343.066,-0.014318487,1985.0278,8220000.0,4141.0,513750.0,,128416.0,4.45344e-05,0.1,1.1560445 +2582.8,2344.8071,-0.01898173,1985.5248,8230000.0,4145.0,514375.0,,128576.0,4.42784e-05,0.1,1.1788974 +2605.8,2346.507,-0.006193382,1985.5421,8240000.0,4150.0,515000.0,,128736.0,4.40224e-05,0.1,1.0619146 +2617.36,2348.301,-0.01604109,1986.0376,8250000.0,4154.0,515625.0,,128896.0,4.37664e-05,0.1,1.0566503 +2616.52,2350.333,-0.011094602,1986.532,8260000.0,4158.0,516250.0,,129056.0,4.35104e-05,0.1,1.1275991 +2608.5,2352.2888,-0.003919887,1986.5482,8270000.0,4163.0,516875.0,,129216.0,4.32544e-05,0.1,1.0888247 +2608.5,2354.708,-0.0035663,1987.041,8280000.0,4167.0,517500.0,,129344.0,4.30496e-05,0.1,1.0002657 +2649.86,2357.5166,-0.01200702,1987.0565,8290000.0,4172.0,518125.0,,129504.0,4.27936e-05,0.1,1.031941 +2661.38,2360.0483,-0.0025275315,1987.5479,8300000.0,4176.0,518750.0,,129664.0,4.25376e-05,0.1,1.1525319 +2749.5,2363.5703,-0.009854258,1988.0383,8310000.0,4180.0,519375.0,,129824.0,4.22816e-05,0.1,1.2596049 +2756.44,2367.6416,-0.012888356,1988.0526,8320000.0,4185.0,520000.0,,129984.0,4.20256e-05,0.1,1.093776 +2794.74,2371.9468,-0.017315894,1988.0668,8330000.0,4190.0,520625.0,,130144.0,4.17696e-05,0.1,1.1341977 +2766.76,2375.8774,-0.014380368,1988.555,8340000.0,4194.0,521250.0,,130304.0,4.15136e-05,0.1,1.1792618 +2759.8,2379.677,-0.007622907,1988.5687,8350000.0,4199.0,521875.0,,130464.0,4.12576e-05,0.1,1.2008877 +2761.02,2383.827,-0.005380337,1988.5823,8360000.0,4204.0,522500.0,,130624.0,4.10016e-05,0.1,0.9714812 +2738.48,2387.7563,-0.0061627487,1989.0685,8370000.0,4208.0,523125.0,,130752.0,4.07968e-05,0.1,1.0094856 +2780.68,2392.1462,-0.017626164,1989.0814,8380000.0,4213.0,523750.0,,130912.0,4.05408e-05,0.1,1.1708013 +2848.8,2397.153,-0.012959831,1989.566,8390000.0,4217.0,524375.0,,131072.0,4.02848e-05,0.1,1.0936613 +2848.8,2402.3188,-0.009944592,1989.5784,8400000.0,4222.0,525000.0,,131232.0,4.00288e-05,0.1,1.0726368 +2914.92,2407.91,-0.0071525513,1989.5907,8410000.0,4227.0,525625.0,,131392.0,3.97728e-05,0.1,1.0749265 +2946.2,2413.8513,-0.010424318,1989.603,8420000.0,4232.0,526250.0,,131552.0,3.95168e-05,0.1,0.9889428 +2923.38,2419.2498,-0.0061822957,1990.085,8430000.0,4236.0,526875.0,,131712.0,3.92608e-05,0.1,1.1413214 +2996.94,2425.5962,-0.004099138,1990.0967,8440000.0,4241.0,527500.0,,131872.0,3.90048e-05,0.1,1.0231655 +3059.38,2433.1113,-0.007861046,1990.5771,8450000.0,4245.0,528125.0,,132000.0,3.88e-05,0.1,1.0555067 +3017.08,2440.5266,0.0032893247,1991.0568,8460000.0,4249.0,528750.0,,132160.0,3.8544e-05,0.1,1.0745239 +3016.12,2448.1377,-0.0077917227,1991.0673,8470000.0,4254.0,529375.0,,132320.0,3.8288e-05,0.1,1.1053383 +2990.2,2455.637,-0.014438648,1991.5453,8480000.0,4258.0,530000.0,,132480.0,3.8032e-05,0.1,1.1098506 +2970.48,2463.0327,-0.0089892,1991.5553,8490000.0,4263.0,530625.0,,132640.0,3.7776e-05,0.1,1.138866 +2978.4,2470.5337,-0.012480888,1992.0319,8500000.0,4267.0,531250.0,,132800.0,3.752e-05,0.1,1.1447928 +2997.78,2478.1,-0.009295918,1992.0411,8510000.0,4272.0,531875.0,,132960.0,3.7264e-05,0.1,1.1314437 +2975.16,2485.13,-0.008825909,1992.0505,8520000.0,4277.0,532500.0,,133120.0,3.7008e-05,0.1,1.1716027 +2942.22,2491.804,-0.012235894,1992.5251,8530000.0,4281.0,533125.0,,133280.0,3.6752e-05,0.1,1.1534619 +2899.36,2497.9368,0.0042653726,1992.5338,8540000.0,4286.0,533750.0,,133408.0,3.65472e-05,0.1,1.0409315 +2886.44,2504.3015,-0.0013922475,1993.007,8550000.0,4290.0,534375.0,,133568.0,3.62912e-05,0.1,1.021982 +2898.56,2511.0032,-0.0014994207,1993.0151,8560000.0,4295.0,535000.0,,133728.0,3.60352e-05,0.1,0.9547745 +2914.86,2517.6514,-0.0011145886,1993.4868,8570000.0,4299.0,535625.0,,133888.0,3.57792e-05,0.1,1.1492143 +2907.56,2524.18,-0.014117261,1993.9578,8580000.0,4303.0,536250.0,,134048.0,3.55232e-05,0.1,1.1482234 +2938.44,2530.878,-0.014603096,1993.9647,8590000.0,4308.0,536875.0,,134208.0,3.52672e-05,0.1,1.1672503 +2913.44,2537.536,-0.0055574784,1994.4341,8600000.0,4312.0,537500.0,,134368.0,3.50112e-05,0.1,1.1488932 +2854.72,2543.4443,-0.015947657,1994.4406,8610000.0,4317.0,538125.0,,134528.0,3.47552e-05,0.1,1.0729808 +2868.12,2549.6233,-0.015482293,1994.9086,8620000.0,4321.0,538750.0,,134656.0,3.45504e-05,0.1,1.2213814 +2893.96,2555.8757,-0.0036929832,1995.3757,8630000.0,4325.0,539375.0,,134816.0,3.42944e-05,0.1,1.0223166 +2916.28,2562.1387,-0.008270954,1995.3811,8640000.0,4330.0,540000.0,,134976.0,3.40384e-05,0.1,1.0753486 +2942.22,2568.5728,-0.008569801,1995.3864,8650000.0,4335.0,540625.0,,135136.0,3.37824e-05,0.1,1.074605 +2918.58,2574.8142,0.017953029,1995.8516,8660000.0,4339.0,541250.0,,135296.0,3.35264e-05,0.1,1.0164692 +2901.64,2580.997,0.0029602172,1995.8563,8670000.0,4344.0,541875.0,,135456.0,3.32704e-05,0.1,1.0653982 +2917.04,2587.205,-0.004318753,1996.3202,8680000.0,4348.0,542500.0,,135616.0,3.30144e-05,0.1,1.0571485 +2871.52,2592.9316,-0.0015019535,1996.3243,8690000.0,4353.0,543125.0,,135776.0,3.27584e-05,0.1,0.9963808 +2858.44,2598.271,-0.0012475718,1996.7867,8700000.0,4357.0,543750.0,,135936.0,3.25024e-05,0.1,1.0096174 +2888.14,2603.5671,-0.0016637172,1997.2483,8710000.0,4361.0,544375.0,,136064.0,3.22976e-05,0.1,1.0887508 +2859.94,2608.6062,0.0062178504,1997.2515,8720000.0,4366.0,545000.0,,136224.0,3.20416e-05,0.1,1.0201583 +2862.74,2614.277,0.0050088163,1997.7117,8730000.0,4370.0,545625.0,,136384.0,3.17856e-05,0.1,0.9824191 +2862.82,2619.9229,-0.010239233,1997.7142,8740000.0,4375.0,546250.0,,136544.0,3.15296e-05,0.1,1.0388603 +2841.74,2625.5479,0.00033494114,1998.1731,8750000.0,4379.0,546875.0,,136704.0,3.12736e-05,0.1,1.1106646 +2902.46,2631.942,-0.010170578,1998.1752,8760000.0,4384.0,547500.0,,136864.0,3.10176e-05,0.1,0.9789366 +2859.7,2637.94,-0.006234218,1998.6327,8770000.0,4388.0,548125.0,,137024.0,3.07616e-05,0.1,1.1240286 +2848.9,2643.6462,-0.002086516,1998.6342,8780000.0,4393.0,548750.0,,137184.0,3.05056e-05,0.1,1.0970752 +2894.26,2649.6895,0.00063142343,1998.6357,8790000.0,4398.0,549375.0,,137312.0,3.03008e-05,0.1,1.050563 +2881.66,2655.887,-0.008000355,1999.0913,8800000.0,4402.0,550000.0,,137472.0,3.00448e-05,0.1,0.99051344 +2914.26,2662.5413,-0.012138203,1999.0924,8810000.0,4407.0,550625.0,,137632.0,2.97888e-05,0.1,1.1523029 +2905.78,2669.122,-0.006588037,1999.5466,8820000.0,4411.0,551250.0,,137792.0,2.95328e-05,0.1,1.1383197 +2905.78,2675.579,0.0015947963,1999.5471,8830000.0,4416.0,551875.0,,137952.0,2.92768e-05,0.1,1.0854368 +2938.08,2682.1855,-0.0026982785,1999.5476,8840000.0,4421.0,552500.0,,138112.0,2.90208e-05,0.1,1.0934929 +2933.44,2688.9177,-0.0033003455,1999.5481,8850000.0,4426.0,553125.0,,138272.0,2.87648e-05,0.1,1.1302545 +2995.72,2696.535,-0.0008581058,2000.0,8860000.0,4430.0,553750.0,,138432.0,2.85088e-05,0.1,1.0864348 +2955.98,2703.7883,-0.004150578,2000.451,8870000.0,4434.0,554375.0,,138592.0,2.82528e-05,0.1,1.1431328 +2921.72,2710.8782,0.012140654,2000.4506,8880000.0,4439.0,555000.0,,138720.0,2.8048e-05,0.1,1.1871928 +2890.3,2717.3447,-0.011131015,2000.9003,8890000.0,4443.0,555625.0,,138880.0,2.7792e-05,0.1,1.1601107 +2919.98,2723.8435,-0.0019646648,2000.8993,8900000.0,4448.0,556250.0,,139040.0,2.7536e-05,0.1,1.1489369 +2957.76,2730.5322,-0.014636228,2001.3477,8910000.0,4452.0,556875.0,,139200.0,2.728e-05,0.1,1.2947221 +2979.58,2737.6084,-0.0058333213,2001.7953,8920000.0,4456.0,557500.0,,139360.0,2.7024e-05,0.1,0.9603521 +2912.7,2743.9639,0.001405818,2001.7933,8930000.0,4461.0,558125.0,,139520.0,2.6768e-05,0.1,1.0166547 +2948.06,2750.4275,0.0025645175,2001.7913,8940000.0,4466.0,558750.0,,139680.0,2.6512e-05,0.1,1.0436485 +2922.4,2756.6072,-0.011612598,2002.2372,8950000.0,4470.0,559375.0,,139840.0,2.6256e-05,0.1,1.0714065 +2958.48,2763.1475,-0.009164218,2002.6821,8960000.0,4474.0,560000.0,,140000.0,2.6e-05,0.1,1.1658576 +2967.74,2769.684,-0.006938938,2003.1263,8970000.0,4478.0,560625.0,,140128.0,2.57952e-05,0.1,1.1285994 +3003.22,2776.4941,0.0017087961,2003.1229,8980000.0,4483.0,561250.0,,140288.0,2.55392e-05,0.1,1.0895815 +2998.26,2782.7258,-0.0064641256,2003.1194,8990000.0,4488.0,561875.0,,140448.0,2.52832e-05,0.1,1.0970309 +3047.3,2789.08,-0.006159155,2003.5619,9000000.0,4492.0,562500.0,,140608.0,2.50272e-05,0.1,1.1851851 +2973.32,2794.5034,-0.0044082683,2004.0035,9010000.0,4496.0,563125.0,,140768.0,2.47712e-05,0.1,1.2589163 +2985.7,2800.683,-0.0021709227,2003.9991,9020000.0,4501.0,563750.0,,140928.0,2.45152e-05,0.1,1.0844918 +2966.14,2806.4185,-0.008201741,2004.4395,9030000.0,4505.0,564375.0,,141088.0,2.42592e-05,0.1,1.0959835 +3031.66,2813.3003,-0.010767032,2004.8792,9040000.0,4509.0,565000.0,,141248.0,2.40032e-05,0.1,1.2350063 +2979.36,2819.4966,0.0025454655,2005.318,9050000.0,4513.0,565625.0,,141376.0,2.37984e-05,0.1,1.0529811 +2982.78,2825.0693,0.0019397216,2005.3121,9060000.0,4518.0,566250.0,,141536.0,2.35424e-05,0.1,1.1261134 +3009.62,2830.4673,-0.0018171846,2005.7496,9070000.0,4522.0,566875.0,,141696.0,2.32864e-05,0.1,1.096096 +3013.5,2835.795,0.0023455084,2005.7433,9080000.0,4527.0,567500.0,,141856.0,2.30304e-05,0.1,1.0969255 +3008.84,2841.0703,-0.005380852,2005.7369,9090000.0,4532.0,568125.0,,142016.0,2.27744e-05,0.1,1.1419618 +2990.4,2846.4922,-0.0053827898,2006.1729,9100000.0,4536.0,568750.0,,142176.0,2.25184e-05,0.1,1.1569995 +2944.28,2851.7146,0.008611197,2006.166,9110000.0,4541.0,569375.0,,142336.0,2.22624e-05,0.1,1.2576072 +2928.12,2856.5266,0.010063885,2006.6007,9120000.0,4545.0,570000.0,,142496.0,2.20064e-05,0.1,1.0564656 +2959.4,2861.4175,-0.011995264,2007.0345,9130000.0,4549.0,570625.0,,142656.0,2.17504e-05,0.1,1.2133605 +2964.64,2866.0276,-0.013601366,2007.4677,9140000.0,4553.0,571250.0,,142784.0,2.15456e-05,0.1,1.2118444 +2964.2,2870.3115,0.00033200474,2007.4595,9150000.0,4558.0,571875.0,,142944.0,2.12896e-05,0.1,1.0928844 +2910.68,2873.985,-0.0034273413,2007.4513,9160000.0,4563.0,572500.0,,143104.0,2.10336e-05,0.1,1.1558577 +2924.68,2877.9185,-0.008565273,2007.4431,9170000.0,4568.0,573125.0,,143264.0,2.07776e-05,0.1,1.0277932 +2939.46,2881.703,0.0042828466,2007.4349,9180000.0,4573.0,573750.0,,143424.0,2.05216e-05,0.1,1.0204685 +2979.78,2886.0193,-0.004830921,2007.8654,9190000.0,4577.0,574375.0,,143584.0,2.02656e-05,0.1,1.1713216 +3045.56,2890.995,-0.005081539,2007.8568,9200000.0,4582.0,575000.0,,143744.0,2.00096e-05,0.1,1.116858 +3045.56,2896.0093,0.00036041933,2008.2861,9210000.0,4586.0,575625.0,,143904.0,1.97536e-05,0.1,1.1037548 +3068.86,2900.8066,-0.0023095286,2008.2771,9220000.0,4591.0,576250.0,,144032.0,1.95488e-05,0.1,1.1244029 +3059.28,2905.5713,-0.01040001,2008.7051,9230000.0,4595.0,576875.0,,144192.0,1.92928e-05,0.1,1.1369753 +3121.26,2910.7256,-0.009363133,2009.1324,9240000.0,4599.0,577500.0,,144352.0,1.90368e-05,0.1,1.1494217 +3121.26,2915.7646,-0.009184744,2009.1226,9250000.0,4604.0,578125.0,,144512.0,1.87808e-05,0.1,1.1304314 +3134.92,2920.9482,-0.002052429,2009.1125,9260000.0,4609.0,578750.0,,144672.0,1.85248e-05,0.1,1.0930567 +3117.72,2926.0405,0.004753647,2009.5382,9270000.0,4613.0,579375.0,,144832.0,1.82688e-05,0.1,1.0737579 +3111.18,2931.0674,-0.0070108,2009.9631,9280000.0,4617.0,580000.0,,144992.0,1.80128e-05,0.1,1.2134935 +3142.22,2935.991,-0.002023439,2009.9524,9290000.0,4622.0,580625.0,,145152.0,1.77568e-05,0.1,1.0474272 +3147.18,2940.8494,-0.0014366198,2010.3761,9300000.0,4626.0,581250.0,,145312.0,1.75008e-05,0.1,1.1431494 +3129.14,2944.6455,0.0035543856,2010.7992,9310000.0,4630.0,581875.0,,145440.0,1.7296e-05,0.1,1.1456307 +3128.96,2948.3708,0.0021275715,2011.2214,9320000.0,4634.0,582500.0,,145600.0,1.704e-05,0.1,1.043165 +3158.24,2952.0059,0.008351333,2011.2094,9330000.0,4639.0,583125.0,,145760.0,1.6784e-05,0.1,1.1539769 +3216.26,2956.501,-0.0025199477,2011.6304,9340000.0,4643.0,583750.0,,145920.0,1.6528e-05,0.1,1.0747151 +3201.06,2960.9133,0.000783765,2011.6179,9350000.0,4648.0,584375.0,,146080.0,1.6272e-05,0.1,1.117037 +3204.02,2965.3435,0.010456139,2011.6055,9360000.0,4653.0,585000.0,,146240.0,1.6016e-05,0.1,1.1273628 +3167.3,2969.6318,0.018855028,2011.593,9370000.0,4658.0,585625.0,,146400.0,1.576e-05,0.1,1.1262956 +3197.82,2973.8032,-0.0021652794,2012.012,9380000.0,4662.0,586250.0,,146560.0,1.5504e-05,0.1,1.0909249 +3193.22,2977.2476,0.010728596,2012.4303,9390000.0,4666.0,586875.0,,146688.0,1.52992e-05,0.1,1.1361125 +3194.22,2980.7012,0.004853062,2012.417,9400000.0,4671.0,587500.0,,146848.0,1.50432e-05,0.1,1.1365134 +3228.46,2983.837,0.005195071,2012.8342,9410000.0,4675.0,588125.0,,147008.0,1.47872e-05,0.1,1.1562619 +3245.12,2986.826,0.010235842,2012.8206,9420000.0,4680.0,588750.0,,147168.0,1.45312e-05,0.1,1.1783938 +3265.32,2990.2456,0.0046597556,2013.2366,9430000.0,4684.0,589375.0,,147328.0,1.42752e-05,0.1,1.1658309 +3293.38,2993.2097,-0.00060074293,2013.2224,9440000.0,4689.0,590000.0,,147488.0,1.40192e-05,0.1,1.1556596 +3296.02,2995.5767,-0.007348653,2013.6373,9450000.0,4693.0,590625.0,,147648.0,1.37632e-05,0.1,1.1180149 +3301.7,2998.422,-0.0017166786,2014.0515,9460000.0,4697.0,591250.0,,147808.0,1.35072e-05,0.1,1.0904658 +3317.06,3001.432,-0.0071279956,2014.465,9470000.0,4701.0,591875.0,,147968.0,1.32512e-05,0.1,1.2435844 +3305.04,3004.58,-0.002650663,2014.4496,9480000.0,4706.0,592500.0,,148096.0,1.30464e-05,0.1,1.2066259 +3371.54,3008.5906,0.0018007231,2014.8619,9490000.0,4710.0,593125.0,,148256.0,1.27904e-05,0.1,1.3224647 +3359.82,3012.4048,-0.0068564266,2015.2737,9500000.0,4714.0,593750.0,,148416.0,1.25344e-05,0.1,1.1582003 +3361.1,3016.0378,0.00763342,2015.2574,9510000.0,4719.0,594375.0,,148576.0,1.22784e-05,0.1,1.1811146 +3331.0,3019.5962,-0.0016932249,2015.2413,9520000.0,4724.0,595000.0,,148736.0,1.20224e-05,0.1,1.0976272 +3330.04,3023.4744,0.0003710881,2015.2252,9530000.0,4729.0,595625.0,,148896.0,1.17664e-05,0.1,1.2164053 +3331.84,3027.7998,-0.0004353349,2015.2091,9540000.0,4734.0,596250.0,,149056.0,1.15104e-05,0.1,1.0761938 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+2266.48,2106.63,-0.016142286,1967.2538,7930000.0,4031.0,495625.0,,123904.0,5.17536e-05,0.1,0.97260606 +2240.0,2111.4734,-0.020664698,1967.7819,7940000.0,4035.0,496250.0,,124032.0,5.15488e-05,0.1,1.0458976 +2233.72,2116.2505,-0.007254717,1967.8218,7950000.0,4040.0,496875.0,,124192.0,5.12928e-05,0.1,1.0099077 +2208.26,2120.6365,-0.017458308,1967.8616,7960000.0,4045.0,497500.0,,124352.0,5.10368e-05,0.1,1.1266677 +2233.1,2125.1184,-0.01685949,1968.3872,7970000.0,4049.0,498125.0,,124512.0,5.07808e-05,0.1,1.116437 +2259.14,2130.074,-0.018424593,1968.4263,7980000.0,4054.0,498750.0,,124672.0,5.05248e-05,0.1,1.0593979 +2284.88,2135.3054,-0.010198105,1968.4651,7990000.0,4059.0,499375.0,,124832.0,5.02688e-05,0.1,1.0048286 +2219.44,2139.854,-0.009097823,1968.9884,8000000.0,4063.0,500000.0,,124992.0,5.00128e-05,0.1,1.038958 +2256.24,2144.8281,-0.0075311796,1969.0265,8010000.0,4068.0,500625.0,,125152.0,4.97568e-05,0.1,1.0463357 +2236.92,2149.2861,-0.014083281,1969.5481,8020000.0,4072.0,501250.0,,125312.0,4.95008e-05,0.1,1.1203661 +2294.56,2154.201,0.0036552045,1970.0687,8030000.0,4076.0,501875.0,,125440.0,4.9296e-05,0.1,1.0286803 +2344.5,2159.3193,0.0026286182,1970.1053,8040000.0,4081.0,502500.0,,125600.0,4.904e-05,0.1,1.0579267 +2409.3,2165.2283,-0.006954864,1970.6243,8050000.0,4085.0,503125.0,,125760.0,4.8784e-05,0.1,1.0424595 +2416.98,2171.1296,0.00088579603,1970.6602,8060000.0,4090.0,503750.0,,125920.0,4.8528e-05,0.1,1.0596058 +2414.26,2176.4924,-0.0127954185,1971.1774,8070000.0,4094.0,504375.0,,126080.0,4.8272e-05,0.1,1.1021707 +2419.1,2181.849,0.00017434347,1971.2125,8080000.0,4099.0,505000.0,,126240.0,4.8016e-05,0.1,1.082038 +2402.1,2187.2246,-0.011331571,1971.2476,8090000.0,4104.0,505625.0,,126400.0,4.776e-05,0.1,1.0067835 +2450.2,2192.9814,-0.013416189,1971.7625,8100000.0,4108.0,506250.0,,126560.0,4.7504e-05,0.1,1.0615877 +2453.84,2198.873,-0.014344811,1971.7968,8110000.0,4113.0,506875.0,,126688.0,4.72992e-05,0.1,0.97678256 +2446.22,2204.6833,-0.00544235,1971.8309,8120000.0,4118.0,507500.0,,126848.0,4.70432e-05,0.1,1.0262945 +2426.18,2210.3252,-0.0054467106,1971.8651,8130000.0,4123.0,508125.0,,127008.0,4.67872e-05,0.1,0.94014657 +2435.22,2216.3596,-0.004900803,1971.8992,8140000.0,4128.0,508750.0,,127168.0,4.65312e-05,0.1,1.1584381 +2493.22,2222.724,-0.011251976,1971.9332,8150000.0,4133.0,509375.0,,127328.0,4.62752e-05,0.1,1.1382554 +2475.58,2228.9824,-0.015725896,1971.9672,8160000.0,4138.0,510000.0,,127488.0,4.60192e-05,0.1,1.1546228 +2502.66,2235.0867,-0.009433063,1972.477,8170000.0,4142.0,510625.0,,127648.0,4.57632e-05,0.1,1.1219254 +2502.66,2240.9758,-0.018600576,1972.986,8180000.0,4146.0,511250.0,,127808.0,4.55072e-05,0.1,1.1642284 +2510.02,2246.9746,-0.0069420827,1973.0186,8190000.0,4151.0,511875.0,,127968.0,4.52512e-05,0.1,1.0787522 +2518.62,2252.9736,0.0035400945,1973.5259,8200000.0,4155.0,512500.0,,128096.0,4.50464e-05,0.1,1.0941317 +2541.82,2258.964,-0.007921699,1974.0322,8210000.0,4159.0,513125.0,,128256.0,4.47904e-05,0.1,1.1811559 +2524.1,2264.793,-0.01409039,1974.5376,8220000.0,4163.0,513750.0,,128416.0,4.45344e-05,0.1,1.0894752 +2495.22,2270.2153,-0.008505536,1974.5681,8230000.0,4168.0,514375.0,,128576.0,4.42784e-05,0.1,1.0218999 +2495.7,2275.2275,-0.01815344,1975.0719,8240000.0,4172.0,515000.0,,128736.0,4.40224e-05,0.1,1.1020565 +2478.62,2279.6445,-0.0044835056,1975.1018,8250000.0,4177.0,515625.0,,128896.0,4.37664e-05,0.1,1.0697222 +2425.2,2283.5269,-0.009321277,1975.6039,8260000.0,4181.0,516250.0,,129056.0,4.35104e-05,0.1,1.0849737 +2461.04,2287.5637,-0.001137876,1975.633,8270000.0,4186.0,516875.0,,129216.0,4.32544e-05,0.1,1.1540235 +2473.64,2291.503,-0.012534565,1975.6621,8280000.0,4191.0,517500.0,,129344.0,4.30496e-05,0.1,1.1865188 +2429.12,2294.7715,0.000205705,1976.1621,8290000.0,4195.0,518125.0,,129504.0,4.27936e-05,0.1,1.1210048 +2403.16,2297.7634,-0.009673972,1976.1904,8300000.0,4200.0,518750.0,,129664.0,4.25376e-05,0.1,0.9921914 +2370.74,2300.6533,-0.014261076,1976.2188,8310000.0,4205.0,519375.0,,129824.0,4.22816e-05,0.1,1.1101564 +2344.26,2303.1375,-0.0034779585,1976.7166,8320000.0,4209.0,520000.0,,129984.0,4.20256e-05,0.1,1.1263204 +2312.5,2305.7563,-0.017190736,1977.2134,8330000.0,4213.0,520625.0,,130144.0,4.17696e-05,0.1,1.1016374 +2289.46,2307.752,-0.013476748,1977.2404,8340000.0,4218.0,521250.0,,130304.0,4.15136e-05,0.1,1.0627127 +2307.12,2309.2502,-0.0042702435,1977.2673,8350000.0,4223.0,521875.0,,130464.0,4.12576e-05,0.1,1.1781957 +2295.3,2310.1562,-0.009135731,1977.762,8360000.0,4227.0,522500.0,,130624.0,4.10016e-05,0.1,1.1725588 +2238.5,2310.6748,-0.0063088685,1978.2557,8370000.0,4231.0,523125.0,,130752.0,4.07968e-05,0.1,0.98610413 +2225.88,2310.874,-0.016591856,1978.2814,8380000.0,4236.0,523750.0,,130912.0,4.05408e-05,0.1,1.1477782 +2220.92,2310.8389,-0.0020636297,1978.7736,8390000.0,4240.0,524375.0,,131072.0,4.02848e-05,0.1,1.1920913 +2219.88,2310.3,-0.0040211463,1978.7986,8400000.0,4245.0,525000.0,,131232.0,4.00288e-05,0.1,1.1363785 +2160.68,2308.8665,0.0061867847,1979.2892,8410000.0,4249.0,525625.0,,131392.0,3.97728e-05,0.1,1.1213982 +2158.12,2307.475,-0.016689878,1979.3136,8420000.0,4254.0,526250.0,,131552.0,3.95168e-05,0.1,1.0331695 +2184.18,2306.1917,-0.016666494,1979.8027,8430000.0,4258.0,526875.0,,131712.0,3.92608e-05,0.1,1.0520623 +2222.88,2305.504,-0.0026919264,1979.8264,8440000.0,4263.0,527500.0,,131872.0,3.90048e-05,0.1,1.1247747 +2196.84,2304.6262,-0.0020645512,1980.3141,8450000.0,4267.0,528125.0,,132000.0,3.88e-05,0.1,1.0563309 +2216.04,2303.55,-0.0082231965,1980.337,8460000.0,4272.0,528750.0,,132160.0,3.8544e-05,0.1,0.9890564 +2208.44,2302.3926,-0.0063541043,1980.3601,8470000.0,4277.0,529375.0,,132320.0,3.8288e-05,0.1,1.1114733 +2205.36,2301.0774,-0.011833617,1980.8456,8480000.0,4281.0,530000.0,,132480.0,3.8032e-05,0.1,1.0740526 +2248.72,2300.1838,-0.008980847,1981.3302,8490000.0,4285.0,530625.0,,132640.0,3.7776e-05,0.1,1.238209 +2250.4,2299.8552,-0.0048578805,1981.3519,8500000.0,4290.0,531250.0,,132800.0,3.752e-05,0.1,1.0617582 +2244.36,2299.6743,-0.012040323,1981.3737,8510000.0,4295.0,531875.0,,132960.0,3.7264e-05,0.1,1.0229552 +2263.12,2299.8484,-0.011760954,1981.8562,8520000.0,4299.0,532500.0,,133120.0,3.7008e-05,0.1,1.0496626 +2239.84,2299.8645,-0.014761518,1981.8773,8530000.0,4304.0,533125.0,,133280.0,3.6752e-05,0.1,1.1098868 +2225.4,2299.3914,-0.012620432,1982.3584,8540000.0,4308.0,533750.0,,133408.0,3.65472e-05,0.1,1.1153666 +2273.66,2299.7368,-0.012236604,1982.8386,8550000.0,4312.0,534375.0,,133568.0,3.62912e-05,0.1,1.0750892 +2271.8,2300.1748,-0.0042794254,1983.3179,8560000.0,4316.0,535000.0,,133728.0,3.60352e-05,0.1,1.0873128 +2246.8,2300.758,-0.0016293951,1983.3372,8570000.0,4321.0,535625.0,,133888.0,3.57792e-05,0.1,1.1197257 +2239.08,2301.1777,-0.011863946,1983.8151,8580000.0,4325.0,536250.0,,134048.0,3.55232e-05,0.1,1.0674841 +2267.28,2301.2217,-0.00017807784,1983.8337,8590000.0,4330.0,536875.0,,134208.0,3.52672e-05,0.1,0.9001156 +2240.6,2301.3877,0.006167063,1983.8524,8600000.0,4335.0,537500.0,,134368.0,3.50112e-05,0.1,1.1351111 +2303.36,2302.6895,-0.009889537,1984.3282,8610000.0,4339.0,538125.0,,134528.0,3.47552e-05,0.1,1.1523293 +2301.66,2304.188,-0.012643319,1984.3462,8620000.0,4344.0,538750.0,,134656.0,3.45504e-05,0.1,1.1139901 +2325.92,2305.8433,-0.004970087,1984.8206,8630000.0,4348.0,539375.0,,134816.0,3.42944e-05,0.1,0.9271897 +2408.4,2308.0032,0.0012607076,1984.838,8640000.0,4353.0,540000.0,,134976.0,3.40384e-05,0.1,1.1330777 +2423.46,2310.269,-0.009751601,1985.311,8650000.0,4357.0,540625.0,,135136.0,3.37824e-05,0.1,1.0688438 +2463.74,2313.1418,-0.005848392,1985.3279,8660000.0,4362.0,541250.0,,135296.0,3.35264e-05,0.1,0.97382116 +2463.74,2315.834,-0.005878457,1985.7993,8670000.0,4366.0,541875.0,,135456.0,3.32704e-05,0.1,1.0224354 +2419.86,2317.542,0.0033991653,1985.8156,8680000.0,4371.0,542500.0,,135616.0,3.30144e-05,0.1,1.0481701 +2461.96,2319.7778,-0.0039889026,1986.2858,8690000.0,4375.0,543125.0,,135776.0,3.27584e-05,0.1,1.0336711 +2474.9,2321.9937,-0.0013277591,1986.3014,8700000.0,4380.0,543750.0,,135936.0,3.25024e-05,0.1,1.1935234 +2500.0,2324.7896,-0.0060415757,1986.77,8710000.0,4384.0,544375.0,,136064.0,3.22976e-05,0.1,1.0604278 +2495.04,2327.6143,-0.0013636721,1987.2379,8720000.0,4388.0,545000.0,,136224.0,3.20416e-05,0.1,1.1247877 +2507.04,2330.6196,-0.002417518,1987.705,8730000.0,4392.0,545625.0,,136384.0,3.17856e-05,0.1,1.1322794 +2507.04,2333.3462,-0.015340684,1987.7189,8740000.0,4397.0,546250.0,,136544.0,3.15296e-05,0.1,1.0708799 +2498.96,2336.1929,-0.0076885186,1987.7328,8750000.0,4402.0,546875.0,,136704.0,3.12736e-05,0.1,1.0286205 +2504.2,2339.4082,-0.016906872,1988.1979,8760000.0,4406.0,547500.0,,136864.0,3.10176e-05,0.1,1.0988369 +2477.8,2342.002,0.0011532201,1988.2113,8770000.0,4411.0,548125.0,,137024.0,3.07616e-05,0.1,1.217968 +2562.34,2345.2373,-0.015969748,1988.6749,8780000.0,4415.0,548750.0,,137184.0,3.05056e-05,0.1,1.127722 +2560.78,2348.4795,-0.0046656956,1988.6877,8790000.0,4420.0,549375.0,,137312.0,3.03008e-05,0.1,1.0689601 +2574.3,2351.6938,-0.012184104,1988.7006,8800000.0,4425.0,550000.0,,137472.0,3.00448e-05,0.1,1.0770987 +2553.42,2354.847,-0.011479049,1989.1624,8810000.0,4429.0,550625.0,,137632.0,2.97888e-05,0.1,1.1262127 +2545.98,2357.9158,0.0029486818,1989.1746,8820000.0,4434.0,551250.0,,137792.0,2.95328e-05,0.1,1.093035 +2595.38,2361.4155,-0.013029924,1989.635,8830000.0,4438.0,551875.0,,137952.0,2.92768e-05,0.1,1.2514696 +2630.12,2364.3906,-0.003383588,1989.6466,8840000.0,4443.0,552500.0,,138112.0,2.90208e-05,0.1,1.1239748 +2705.32,2367.9248,-0.011217851,1989.6583,8850000.0,4448.0,553125.0,,138272.0,2.87648e-05,0.1,1.2246568 +2693.02,2371.7227,-0.0062218173,1990.1168,8860000.0,4452.0,553750.0,,138432.0,2.85088e-05,0.1,1.0989908 +2705.62,2375.5947,-0.01127499,1990.5745,8870000.0,4456.0,554375.0,,138592.0,2.82528e-05,0.1,1.0468909 +2699.22,2379.393,-0.0059497375,1991.0314,8880000.0,4460.0,555000.0,,138720.0,2.8048e-05,0.1,1.1457518 +2717.18,2383.6187,-0.0008209636,1991.0414,8890000.0,4465.0,555625.0,,138880.0,2.7792e-05,0.1,1.1500337 +2673.46,2387.663,-0.009022175,1991.497,8900000.0,4469.0,556250.0,,139040.0,2.7536e-05,0.1,1.0754273 +2665.82,2391.483,-0.005214645,1991.5065,8910000.0,4474.0,556875.0,,139200.0,2.728e-05,0.1,1.1278336 +2681.14,2395.6934,-0.0055436473,1991.9607,8920000.0,4478.0,557500.0,,139360.0,2.7024e-05,0.1,1.1257982 +2623.4,2399.2627,0.0035301466,1991.9696,8930000.0,4483.0,558125.0,,139520.0,2.6768e-05,0.1,1.0637512 +2623.46,2403.0974,0.00041501137,1992.4226,8940000.0,4487.0,558750.0,,139680.0,2.6512e-05,0.1,1.113094 +2610.26,2406.8628,-0.0056163096,1992.431,8950000.0,4492.0,559375.0,,139840.0,2.6256e-05,0.1,1.1107243 +2658.24,2411.3625,-0.0055074347,1992.8826,8960000.0,4496.0,560000.0,,140000.0,2.6e-05,0.1,1.1116059 +2687.54,2415.907,0.0053136544,1993.3334,8970000.0,4500.0,560625.0,,140128.0,2.57952e-05,0.1,1.1432521 +2657.36,2419.8894,0.0076313405,1993.3407,8980000.0,4505.0,561250.0,,140288.0,2.55392e-05,0.1,1.0868907 +2642.44,2423.4648,-0.0037820572,1993.7902,8990000.0,4509.0,561875.0,,140448.0,2.52832e-05,0.1,1.0447538 +2615.6,2427.4265,-0.003848421,1993.7971,9000000.0,4514.0,562500.0,,140608.0,2.50272e-05,0.1,1.075016 +2614.7,2431.011,-0.0049347617,1994.2452,9010000.0,4518.0,563125.0,,140768.0,2.47712e-05,0.1,1.1883348 +2666.06,2435.3022,-0.0033379341,1994.6926,9020000.0,4522.0,563750.0,,140928.0,2.45152e-05,0.1,1.0920341 +2682.94,2439.186,0.0037623951,1994.6985,9030000.0,4527.0,564375.0,,141088.0,2.42592e-05,0.1,1.1058073 +2744.46,2443.1855,-0.0059891455,1994.7043,9040000.0,4532.0,565000.0,,141248.0,2.40032e-05,0.1,1.2740554 +2744.46,2446.537,-0.00856509,1995.1499,9050000.0,4536.0,565625.0,,141376.0,2.37984e-05,0.1,1.1151946 +2659.0,2448.9575,-0.0012200276,1995.5947,9060000.0,4540.0,566250.0,,141536.0,2.35424e-05,0.1,1.1091125 +2655.04,2451.3652,-0.0047107046,1995.5996,9070000.0,4545.0,566875.0,,141696.0,2.32864e-05,0.1,1.1696548 +2658.16,2453.7559,-0.007169411,1996.0431,9080000.0,4549.0,567500.0,,141856.0,2.30304e-05,0.1,1.1949308 +2680.72,2456.5422,-0.01200551,1996.0475,9090000.0,4554.0,568125.0,,142016.0,2.27744e-05,0.1,1.0972569 +2692.08,2458.9612,-0.01163776,1996.4897,9100000.0,4558.0,568750.0,,142176.0,2.25184e-05,0.1,1.1902184 +2644.92,2460.8718,-0.004475455,1996.4935,9110000.0,4563.0,569375.0,,142336.0,2.22624e-05,0.1,1.1944532 +2574.32,2462.1528,-0.009352311,1996.4973,9120000.0,4568.0,570000.0,,142496.0,2.20064e-05,0.1,1.1241763 +2550.52,2463.396,0.0010437862,1996.5012,9130000.0,4573.0,570625.0,,142656.0,2.17504e-05,0.1,1.0881066 +2538.88,2464.4329,-0.008028639,1996.9413,9140000.0,4577.0,571250.0,,142784.0,2.15456e-05,0.1,1.1325047 +2550.72,2465.0076,0.0017606319,1996.9446,9150000.0,4582.0,571875.0,,142944.0,2.12896e-05,0.1,1.205287 +2548.92,2465.7412,-0.0073724464,1997.3833,9160000.0,4586.0,572500.0,,143104.0,2.10336e-05,0.1,1.1154776 +2546.4,2466.1787,-0.0009766701,1997.3862,9170000.0,4591.0,573125.0,,143264.0,2.07776e-05,0.1,1.1099174 +2540.52,2466.5571,-0.009481958,1997.8237,9180000.0,4595.0,573750.0,,143424.0,2.05216e-05,0.1,1.1338067 +2542.76,2466.8848,-0.0061151213,1997.826,9190000.0,4600.0,574375.0,,143584.0,2.02656e-05,0.1,1.0618792 +2543.08,2467.1292,0.0038790088,1998.2623,9200000.0,4604.0,575000.0,,143744.0,2.00096e-05,0.1,1.1877103 +2567.14,2467.3826,0.0070242616,1998.2643,9210000.0,4609.0,575625.0,,143904.0,1.97536e-05,0.1,1.139455 +2605.6,2468.1973,0.0021973653,1998.6993,9220000.0,4613.0,576250.0,,144032.0,1.95488e-05,0.1,1.1426694 +2629.9,2469.544,0.0024260827,1999.1337,9230000.0,4617.0,576875.0,,144192.0,1.92928e-05,0.1,1.0465944 +2589.02,2470.4773,-0.0066581606,1999.1345,9240000.0,4622.0,577500.0,,144352.0,1.90368e-05,0.1,1.2505591 +2589.02,2471.5813,-0.004438675,1999.5676,9250000.0,4626.0,578125.0,,144512.0,1.87808e-05,0.1,1.0847933 +2558.56,2472.915,-0.005861894,2000.0,9260000.0,4630.0,578750.0,,144672.0,1.85248e-05,0.1,1.0916426 +2574.16,2474.0461,-0.0022521273,2000.4316,9270000.0,4634.0,579375.0,,144832.0,1.82688e-05,0.1,1.1642641 +2602.1,2475.3306,0.0004987195,2000.4312,9280000.0,4639.0,580000.0,,144992.0,1.80128e-05,0.1,1.2083659 +2602.1,2477.0605,-0.0033426825,2000.4307,9290000.0,4644.0,580625.0,,145152.0,1.77568e-05,0.1,1.0927241 +2565.98,2478.6885,0.005888851,2000.4302,9300000.0,4649.0,581250.0,,145312.0,1.75008e-05,0.1,1.0651159 +2548.38,2480.465,-0.0015550465,2000.8596,9310000.0,4653.0,581875.0,,145440.0,1.7296e-05,0.1,1.2138369 +2578.62,2482.8088,9.1987196e-05,2000.8588,9320000.0,4658.0,582500.0,,145600.0,1.704e-05,0.1,1.0836262 +2573.1,2485.4148,0.0049945484,2001.287,9330000.0,4662.0,583125.0,,145760.0,1.6784e-05,0.1,1.1182026 +2573.62,2488.2563,0.0013670438,2001.2856,9340000.0,4667.0,583750.0,,145920.0,1.6528e-05,0.1,1.1952417 +2623.5,2491.4202,-0.007080883,2001.2843,9350000.0,4672.0,584375.0,,146080.0,1.6272e-05,0.1,1.0896759 +2651.74,2494.9846,-0.0029726573,2001.7108,9360000.0,4676.0,585000.0,,146240.0,1.6016e-05,0.1,1.2105299 +2604.3,2498.6426,0.010732745,2001.709,9370000.0,4681.0,585625.0,,146400.0,1.576e-05,0.1,1.236741 +2631.84,2502.7021,-0.0058811945,2002.1345,9380000.0,4685.0,586250.0,,146560.0,1.5504e-05,0.1,1.2385328 +2621.12,2506.704,-0.0025532574,2002.5592,9390000.0,4689.0,586875.0,,146688.0,1.52992e-05,0.1,1.1684113 +2621.72,2510.7227,-0.0048725726,2002.9832,9400000.0,4693.0,587500.0,,146848.0,1.50432e-05,0.1,1.1580176 +2609.2,2515.2078,-0.0038353668,2003.4064,9410000.0,4697.0,588125.0,,147008.0,1.47872e-05,0.1,1.1982014 +2591.88,2519.5454,-0.009682112,2003.4028,9420000.0,4702.0,588750.0,,147168.0,1.45312e-05,0.1,1.2206779 +2634.5,2524.0486,-0.0059766867,2003.825,9430000.0,4706.0,589375.0,,147328.0,1.42752e-05,0.1,1.3006293 +2605.06,2527.8704,-0.010465751,2003.8208,9440000.0,4711.0,590000.0,,147488.0,1.40192e-05,0.1,1.3003898 +2604.62,2531.9482,0.0038706786,2004.2418,9450000.0,4715.0,590625.0,,147648.0,1.37632e-05,0.1,1.1748712 +2604.62,2535.834,0.0039873514,2004.2373,9460000.0,4720.0,591250.0,,147808.0,1.35072e-05,0.1,1.1747266 +2619.08,2539.9404,-0.00031027407,2004.2328,9470000.0,4725.0,591875.0,,147968.0,1.32512e-05,0.1,1.25917 +2644.48,2544.3318,0.00891796,2004.6521,9480000.0,4729.0,592500.0,,148096.0,1.30464e-05,0.1,1.2977161 +2564.76,2547.492,-0.0076109343,2004.6472,9490000.0,4734.0,593125.0,,148256.0,1.27904e-05,0.1,1.1545433 +2595.46,2550.9424,-0.00782335,2004.6423,9500000.0,4739.0,593750.0,,148416.0,1.25344e-05,0.1,1.252804 +2603.2,2554.531,-0.00026527,2005.06,9510000.0,4743.0,594375.0,,148576.0,1.22784e-05,0.1,1.1563952 +2545.62,2557.3562,0.008115942,2005.0548,9520000.0,4748.0,595000.0,,148736.0,1.20224e-05,0.1,1.2945199 +2547.86,2560.436,0.0031986579,2005.4714,9530000.0,4752.0,595625.0,,148896.0,1.17664e-05,0.1,1.1332718 +2581.22,2563.9944,-0.008153843,2005.8873,9540000.0,4756.0,596250.0,,149056.0,1.15104e-05,0.1,1.259296 +2577.06,2567.0283,0.005158024,2005.8811,9550000.0,4761.0,596875.0,,149216.0,1.12544e-05,0.1,1.2270846 +2626.5,2570.5752,-0.0015930103,2006.2959,9560000.0,4765.0,597500.0,,149344.0,1.10496e-05,0.1,1.2563407 +2555.02,2573.6577,-0.0024413997,2006.2893,9570000.0,4770.0,598125.0,,149504.0,1.07936e-05,0.1,1.2213302 +2585.9,2577.1257,0.003794504,2006.703,9580000.0,4774.0,598750.0,,149664.0,1.05376e-05,0.1,1.2404308 +2589.46,2580.3474,-0.005696637,2007.116,9590000.0,4778.0,599375.0,,149824.0,1.02816e-05,0.1,1.2579178 +2579.54,2583.737,-0.009419039,2007.1085,9600000.0,4783.0,600000.0,,149984.0,1.00256e-05,0.1,1.2903259 +2554.46,2586.248,-0.0037372266,2007.5204,9610000.0,4787.0,600625.0,,150144.0,9.7696e-06,0.1,1.2799069 +2485.3,2588.0845,-0.0037421498,2007.5126,9620000.0,4792.0,601250.0,,150304.0,9.5136e-06,0.1,1.3344483 +2449.34,2589.3186,0.0046447236,2007.9232,9630000.0,4796.0,601875.0,,150464.0,9.2576e-06,0.1,1.273983 +2484.5,2590.0796,-0.0037290202,2008.3334,9640000.0,4800.0,602500.0,,150624.0,9.0016e-06,0.1,1.2297409 +2500.58,2590.8508,0.0029041343,2008.7427,9650000.0,4804.0,603125.0,,150752.0,8.7968e-06,0.1,1.3367667 +2488.78,2591.1013,-0.0011153495,2008.7336,9660000.0,4809.0,603750.0,,150912.0,8.5408e-06,0.1,1.2916132 +2503.04,2591.4944,0.01660038,2009.142,9670000.0,4813.0,604375.0,,151072.0,8.2848e-06,0.1,1.2210882 +2569.9,2592.9946,-0.006336826,2009.1324,9680000.0,4818.0,605000.0,,151232.0,8.0288e-06,0.1,1.2878467 +2576.28,2594.138,0.0039415634,2009.1229,9690000.0,4823.0,605625.0,,151392.0,7.7728e-06,0.1,1.1987572 +2567.86,2595.0674,-0.0037122543,2009.1135,9700000.0,4828.0,606250.0,,151552.0,7.5168e-06,0.1,1.2874668 +2523.64,2595.3037,-0.0006154516,2009.1041,9710000.0,4833.0,606875.0,,151712.0,7.2608e-06,0.1,1.2205367 +2527.8,2595.6313,-0.0070760488,2009.51,9720000.0,4837.0,607500.0,,151872.0,7.0048e-06,0.1,1.3947215 +2535.96,2595.9207,-0.0032418137,2009.9153,9730000.0,4841.0,608125.0,,152000.0,6.8e-06,0.1,1.2508969 +2564.66,2596.4968,-0.0007600404,2009.905,9740000.0,4846.0,608750.0,,152160.0,6.544e-06,0.1,1.3173611 +2510.44,2596.6113,0.006762436,2009.8949,9750000.0,4851.0,609375.0,,152320.0,6.288e-06,0.1,1.2051797 +2525.6,2596.8254,0.003950143,2009.8846,9760000.0,4856.0,610000.0,,152480.0,6.032e-06,0.1,1.2743559 +2500.06,2597.048,0.0054692235,2009.8745,9770000.0,4861.0,610625.0,,152640.0,5.776e-06,0.1,1.2240543 +2481.3,2596.2375,-9.474368e-05,2010.2775,9780000.0,4865.0,611250.0,,152800.0,5.52e-06,0.1,1.2414668 +2477.2,2595.4019,0.006921284,2010.267,9790000.0,4870.0,611875.0,,152960.0,5.264e-06,0.1,1.1791948 +2491.16,2594.5706,0.00022033253,2010.6688,9800000.0,4874.0,612500.0,,153120.0,5.008e-06,0.1,1.378826 +2541.48,2594.4512,0.00412683,2010.658,9810000.0,4879.0,613125.0,,153280.0,4.752e-06,0.1,1.2659767 +2521.72,2594.2085,0.0017006203,2010.647,9820000.0,4884.0,613750.0,,153408.0,4.5472e-06,0.1,1.1855546 +2584.68,2594.1018,-0.0027549542,2010.6361,9830000.0,4889.0,614375.0,,153568.0,4.2912e-06,0.1,1.2714434 +2569.26,2593.4932,-0.00604074,2011.0361,9840000.0,4893.0,615000.0,,153728.0,4.0352e-06,0.1,1.2346064 +2520.26,2591.6426,0.009647563,2011.0249,9850000.0,4898.0,615625.0,,153888.0,3.7792e-06,0.1,1.2357776 +2589.36,2590.6062,0.0010255182,2011.0137,9860000.0,4903.0,616250.0,,154048.0,3.5232e-06,0.1,1.3032558 +2579.24,2589.342,0.012227023,2011.0024,9870000.0,4908.0,616875.0,,154208.0,3.2672e-06,0.1,1.1801803 +2593.64,2588.2861,0.0029185102,2011.4006,9880000.0,4912.0,617500.0,,154368.0,3.0112e-06,0.1,1.3093436 +2588.84,2587.003,-0.0038255642,2011.389,9890000.0,4917.0,618125.0,,154528.0,2.7552e-06,0.1,1.3707879 +2562.0,2585.8882,0.0008628832,2011.3774,9900000.0,4922.0,618750.0,,154656.0,2.5504e-06,0.1,1.3050413 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+2344.5,2159.3193,0.0026286182,1970.1053,8040000.0,4081.0,502500.0,,125600.0,4.904e-05,0.1,1.0579267 +2409.3,2165.2283,-0.006954864,1970.6243,8050000.0,4085.0,503125.0,,125760.0,4.8784e-05,0.1,1.0424595 +2416.98,2171.1296,0.00088579603,1970.6602,8060000.0,4090.0,503750.0,,125920.0,4.8528e-05,0.1,1.0596058 +2414.26,2176.4924,-0.0127954185,1971.1774,8070000.0,4094.0,504375.0,,126080.0,4.8272e-05,0.1,1.1021707 +2419.1,2181.849,0.00017434347,1971.2125,8080000.0,4099.0,505000.0,,126240.0,4.8016e-05,0.1,1.082038 +2402.1,2187.2246,-0.011331571,1971.2476,8090000.0,4104.0,505625.0,,126400.0,4.776e-05,0.1,1.0067835 +2450.2,2192.9814,-0.013416189,1971.7625,8100000.0,4108.0,506250.0,,126560.0,4.7504e-05,0.1,1.0615877 +2453.84,2198.873,-0.014344811,1971.7968,8110000.0,4113.0,506875.0,,126688.0,4.72992e-05,0.1,0.97678256 +2446.22,2204.6833,-0.00544235,1971.8309,8120000.0,4118.0,507500.0,,126848.0,4.70432e-05,0.1,1.0262945 +2426.18,2210.3252,-0.0054467106,1971.8651,8130000.0,4123.0,508125.0,,127008.0,4.67872e-05,0.1,0.94014657 +2435.22,2216.3596,-0.004900803,1971.8992,8140000.0,4128.0,508750.0,,127168.0,4.65312e-05,0.1,1.1584381 +2493.22,2222.724,-0.011251976,1971.9332,8150000.0,4133.0,509375.0,,127328.0,4.62752e-05,0.1,1.1382554 +2475.58,2228.9824,-0.015725896,1971.9672,8160000.0,4138.0,510000.0,,127488.0,4.60192e-05,0.1,1.1546228 +2502.66,2235.0867,-0.009433063,1972.477,8170000.0,4142.0,510625.0,,127648.0,4.57632e-05,0.1,1.1219254 +2502.66,2240.9758,-0.018600576,1972.986,8180000.0,4146.0,511250.0,,127808.0,4.55072e-05,0.1,1.1642284 +2510.02,2246.9746,-0.0069420827,1973.0186,8190000.0,4151.0,511875.0,,127968.0,4.52512e-05,0.1,1.0787522 +2518.62,2252.9736,0.0035400945,1973.5259,8200000.0,4155.0,512500.0,,128096.0,4.50464e-05,0.1,1.0941317 +2541.82,2258.964,-0.007921699,1974.0322,8210000.0,4159.0,513125.0,,128256.0,4.47904e-05,0.1,1.1811559 +2524.1,2264.793,-0.01409039,1974.5376,8220000.0,4163.0,513750.0,,128416.0,4.45344e-05,0.1,1.0894752 +2495.22,2270.2153,-0.008505536,1974.5681,8230000.0,4168.0,514375.0,,128576.0,4.42784e-05,0.1,1.0218999 +2495.7,2275.2275,-0.01815344,1975.0719,8240000.0,4172.0,515000.0,,128736.0,4.40224e-05,0.1,1.1020565 +2478.62,2279.6445,-0.0044835056,1975.1018,8250000.0,4177.0,515625.0,,128896.0,4.37664e-05,0.1,1.0697222 +2425.2,2283.5269,-0.009321277,1975.6039,8260000.0,4181.0,516250.0,,129056.0,4.35104e-05,0.1,1.0849737 +2461.04,2287.5637,-0.001137876,1975.633,8270000.0,4186.0,516875.0,,129216.0,4.32544e-05,0.1,1.1540235 +2473.64,2291.503,-0.012534565,1975.6621,8280000.0,4191.0,517500.0,,129344.0,4.30496e-05,0.1,1.1865188 +2429.12,2294.7715,0.000205705,1976.1621,8290000.0,4195.0,518125.0,,129504.0,4.27936e-05,0.1,1.1210048 +2403.16,2297.7634,-0.009673972,1976.1904,8300000.0,4200.0,518750.0,,129664.0,4.25376e-05,0.1,0.9921914 +2370.74,2300.6533,-0.014261076,1976.2188,8310000.0,4205.0,519375.0,,129824.0,4.22816e-05,0.1,1.1101564 +2344.26,2303.1375,-0.0034779585,1976.7166,8320000.0,4209.0,520000.0,,129984.0,4.20256e-05,0.1,1.1263204 +2312.5,2305.7563,-0.017190736,1977.2134,8330000.0,4213.0,520625.0,,130144.0,4.17696e-05,0.1,1.1016374 +2289.46,2307.752,-0.013476748,1977.2404,8340000.0,4218.0,521250.0,,130304.0,4.15136e-05,0.1,1.0627127 +2307.12,2309.2502,-0.0042702435,1977.2673,8350000.0,4223.0,521875.0,,130464.0,4.12576e-05,0.1,1.1781957 +2295.3,2310.1562,-0.009135731,1977.762,8360000.0,4227.0,522500.0,,130624.0,4.10016e-05,0.1,1.1725588 +2238.5,2310.6748,-0.0063088685,1978.2557,8370000.0,4231.0,523125.0,,130752.0,4.07968e-05,0.1,0.98610413 +2225.88,2310.874,-0.016591856,1978.2814,8380000.0,4236.0,523750.0,,130912.0,4.05408e-05,0.1,1.1477782 +2220.92,2310.8389,-0.0020636297,1978.7736,8390000.0,4240.0,524375.0,,131072.0,4.02848e-05,0.1,1.1920913 +2219.88,2310.3,-0.0040211463,1978.7986,8400000.0,4245.0,525000.0,,131232.0,4.00288e-05,0.1,1.1363785 +2160.68,2308.8665,0.0061867847,1979.2892,8410000.0,4249.0,525625.0,,131392.0,3.97728e-05,0.1,1.1213982 +2158.12,2307.475,-0.016689878,1979.3136,8420000.0,4254.0,526250.0,,131552.0,3.95168e-05,0.1,1.0331695 +2184.18,2306.1917,-0.016666494,1979.8027,8430000.0,4258.0,526875.0,,131712.0,3.92608e-05,0.1,1.0520623 +2222.88,2305.504,-0.0026919264,1979.8264,8440000.0,4263.0,527500.0,,131872.0,3.90048e-05,0.1,1.1247747 +2196.84,2304.6262,-0.0020645512,1980.3141,8450000.0,4267.0,528125.0,,132000.0,3.88e-05,0.1,1.0563309 +2216.04,2303.55,-0.0082231965,1980.337,8460000.0,4272.0,528750.0,,132160.0,3.8544e-05,0.1,0.9890564 +2208.44,2302.3926,-0.0063541043,1980.3601,8470000.0,4277.0,529375.0,,132320.0,3.8288e-05,0.1,1.1114733 +2205.36,2301.0774,-0.011833617,1980.8456,8480000.0,4281.0,530000.0,,132480.0,3.8032e-05,0.1,1.0740526 +2248.72,2300.1838,-0.008980847,1981.3302,8490000.0,4285.0,530625.0,,132640.0,3.7776e-05,0.1,1.238209 +2250.4,2299.8552,-0.0048578805,1981.3519,8500000.0,4290.0,531250.0,,132800.0,3.752e-05,0.1,1.0617582 +2244.36,2299.6743,-0.012040323,1981.3737,8510000.0,4295.0,531875.0,,132960.0,3.7264e-05,0.1,1.0229552 +2263.12,2299.8484,-0.011760954,1981.8562,8520000.0,4299.0,532500.0,,133120.0,3.7008e-05,0.1,1.0496626 +2239.84,2299.8645,-0.014761518,1981.8773,8530000.0,4304.0,533125.0,,133280.0,3.6752e-05,0.1,1.1098868 +2225.4,2299.3914,-0.012620432,1982.3584,8540000.0,4308.0,533750.0,,133408.0,3.65472e-05,0.1,1.1153666 +2273.66,2299.7368,-0.012236604,1982.8386,8550000.0,4312.0,534375.0,,133568.0,3.62912e-05,0.1,1.0750892 +2271.8,2300.1748,-0.0042794254,1983.3179,8560000.0,4316.0,535000.0,,133728.0,3.60352e-05,0.1,1.0873128 +2246.8,2300.758,-0.0016293951,1983.3372,8570000.0,4321.0,535625.0,,133888.0,3.57792e-05,0.1,1.1197257 +2239.08,2301.1777,-0.011863946,1983.8151,8580000.0,4325.0,536250.0,,134048.0,3.55232e-05,0.1,1.0674841 +2267.28,2301.2217,-0.00017807784,1983.8337,8590000.0,4330.0,536875.0,,134208.0,3.52672e-05,0.1,0.9001156 +2240.6,2301.3877,0.006167063,1983.8524,8600000.0,4335.0,537500.0,,134368.0,3.50112e-05,0.1,1.1351111 +2303.36,2302.6895,-0.009889537,1984.3282,8610000.0,4339.0,538125.0,,134528.0,3.47552e-05,0.1,1.1523293 +2301.66,2304.188,-0.012643319,1984.3462,8620000.0,4344.0,538750.0,,134656.0,3.45504e-05,0.1,1.1139901 +2325.92,2305.8433,-0.004970087,1984.8206,8630000.0,4348.0,539375.0,,134816.0,3.42944e-05,0.1,0.9271897 +2408.4,2308.0032,0.0012607076,1984.838,8640000.0,4353.0,540000.0,,134976.0,3.40384e-05,0.1,1.1330777 +2423.46,2310.269,-0.009751601,1985.311,8650000.0,4357.0,540625.0,,135136.0,3.37824e-05,0.1,1.0688438 +2463.74,2313.1418,-0.005848392,1985.3279,8660000.0,4362.0,541250.0,,135296.0,3.35264e-05,0.1,0.97382116 +2463.74,2315.834,-0.005878457,1985.7993,8670000.0,4366.0,541875.0,,135456.0,3.32704e-05,0.1,1.0224354 +2419.86,2317.542,0.0033991653,1985.8156,8680000.0,4371.0,542500.0,,135616.0,3.30144e-05,0.1,1.0481701 +2461.96,2319.7778,-0.0039889026,1986.2858,8690000.0,4375.0,543125.0,,135776.0,3.27584e-05,0.1,1.0336711 +2474.9,2321.9937,-0.0013277591,1986.3014,8700000.0,4380.0,543750.0,,135936.0,3.25024e-05,0.1,1.1935234 +2500.0,2324.7896,-0.0060415757,1986.77,8710000.0,4384.0,544375.0,,136064.0,3.22976e-05,0.1,1.0604278 +2495.04,2327.6143,-0.0013636721,1987.2379,8720000.0,4388.0,545000.0,,136224.0,3.20416e-05,0.1,1.1247877 +2507.04,2330.6196,-0.002417518,1987.705,8730000.0,4392.0,545625.0,,136384.0,3.17856e-05,0.1,1.1322794 +2507.04,2333.3462,-0.015340684,1987.7189,8740000.0,4397.0,546250.0,,136544.0,3.15296e-05,0.1,1.0708799 +2498.96,2336.1929,-0.0076885186,1987.7328,8750000.0,4402.0,546875.0,,136704.0,3.12736e-05,0.1,1.0286205 +2504.2,2339.4082,-0.016906872,1988.1979,8760000.0,4406.0,547500.0,,136864.0,3.10176e-05,0.1,1.0988369 +2477.8,2342.002,0.0011532201,1988.2113,8770000.0,4411.0,548125.0,,137024.0,3.07616e-05,0.1,1.217968 +2562.34,2345.2373,-0.015969748,1988.6749,8780000.0,4415.0,548750.0,,137184.0,3.05056e-05,0.1,1.127722 +2560.78,2348.4795,-0.0046656956,1988.6877,8790000.0,4420.0,549375.0,,137312.0,3.03008e-05,0.1,1.0689601 +2574.3,2351.6938,-0.012184104,1988.7006,8800000.0,4425.0,550000.0,,137472.0,3.00448e-05,0.1,1.0770987 +2553.42,2354.847,-0.011479049,1989.1624,8810000.0,4429.0,550625.0,,137632.0,2.97888e-05,0.1,1.1262127 +2545.98,2357.9158,0.0029486818,1989.1746,8820000.0,4434.0,551250.0,,137792.0,2.95328e-05,0.1,1.093035 +2595.38,2361.4155,-0.013029924,1989.635,8830000.0,4438.0,551875.0,,137952.0,2.92768e-05,0.1,1.2514696 +2630.12,2364.3906,-0.003383588,1989.6466,8840000.0,4443.0,552500.0,,138112.0,2.90208e-05,0.1,1.1239748 +2705.32,2367.9248,-0.011217851,1989.6583,8850000.0,4448.0,553125.0,,138272.0,2.87648e-05,0.1,1.2246568 +2693.02,2371.7227,-0.0062218173,1990.1168,8860000.0,4452.0,553750.0,,138432.0,2.85088e-05,0.1,1.0989908 +2705.62,2375.5947,-0.01127499,1990.5745,8870000.0,4456.0,554375.0,,138592.0,2.82528e-05,0.1,1.0468909 +2699.22,2379.393,-0.0059497375,1991.0314,8880000.0,4460.0,555000.0,,138720.0,2.8048e-05,0.1,1.1457518 +2717.18,2383.6187,-0.0008209636,1991.0414,8890000.0,4465.0,555625.0,,138880.0,2.7792e-05,0.1,1.1500337 +2673.46,2387.663,-0.009022175,1991.497,8900000.0,4469.0,556250.0,,139040.0,2.7536e-05,0.1,1.0754273 +2665.82,2391.483,-0.005214645,1991.5065,8910000.0,4474.0,556875.0,,139200.0,2.728e-05,0.1,1.1278336 +2681.14,2395.6934,-0.0055436473,1991.9607,8920000.0,4478.0,557500.0,,139360.0,2.7024e-05,0.1,1.1257982 +2623.4,2399.2627,0.0035301466,1991.9696,8930000.0,4483.0,558125.0,,139520.0,2.6768e-05,0.1,1.0637512 +2623.46,2403.0974,0.00041501137,1992.4226,8940000.0,4487.0,558750.0,,139680.0,2.6512e-05,0.1,1.113094 +2610.26,2406.8628,-0.0056163096,1992.431,8950000.0,4492.0,559375.0,,139840.0,2.6256e-05,0.1,1.1107243 +2658.24,2411.3625,-0.0055074347,1992.8826,8960000.0,4496.0,560000.0,,140000.0,2.6e-05,0.1,1.1116059 +2687.54,2415.907,0.0053136544,1993.3334,8970000.0,4500.0,560625.0,,140128.0,2.57952e-05,0.1,1.1432521 +2657.36,2419.8894,0.0076313405,1993.3407,8980000.0,4505.0,561250.0,,140288.0,2.55392e-05,0.1,1.0868907 +2642.44,2423.4648,-0.0037820572,1993.7902,8990000.0,4509.0,561875.0,,140448.0,2.52832e-05,0.1,1.0447538 +2615.6,2427.4265,-0.003848421,1993.7971,9000000.0,4514.0,562500.0,,140608.0,2.50272e-05,0.1,1.075016 +2614.7,2431.011,-0.0049347617,1994.2452,9010000.0,4518.0,563125.0,,140768.0,2.47712e-05,0.1,1.1883348 +2666.06,2435.3022,-0.0033379341,1994.6926,9020000.0,4522.0,563750.0,,140928.0,2.45152e-05,0.1,1.0920341 +2682.94,2439.186,0.0037623951,1994.6985,9030000.0,4527.0,564375.0,,141088.0,2.42592e-05,0.1,1.1058073 +2744.46,2443.1855,-0.0059891455,1994.7043,9040000.0,4532.0,565000.0,,141248.0,2.40032e-05,0.1,1.2740554 +2744.46,2446.537,-0.00856509,1995.1499,9050000.0,4536.0,565625.0,,141376.0,2.37984e-05,0.1,1.1151946 +2659.0,2448.9575,-0.0012200276,1995.5947,9060000.0,4540.0,566250.0,,141536.0,2.35424e-05,0.1,1.1091125 +2655.04,2451.3652,-0.0047107046,1995.5996,9070000.0,4545.0,566875.0,,141696.0,2.32864e-05,0.1,1.1696548 +2658.16,2453.7559,-0.007169411,1996.0431,9080000.0,4549.0,567500.0,,141856.0,2.30304e-05,0.1,1.1949308 +2680.72,2456.5422,-0.01200551,1996.0475,9090000.0,4554.0,568125.0,,142016.0,2.27744e-05,0.1,1.0972569 +2692.08,2458.9612,-0.01163776,1996.4897,9100000.0,4558.0,568750.0,,142176.0,2.25184e-05,0.1,1.1902184 +2644.92,2460.8718,-0.004475455,1996.4935,9110000.0,4563.0,569375.0,,142336.0,2.22624e-05,0.1,1.1944532 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+2639.76,2585.748,0.025743995,2012.1581,9930000.0,4935.0,620625.0,,155136.0,1.7824e-06,0.1,1.2210841 +2685.9,2586.3723,0.0051054964,2012.5531,9940000.0,4939.0,621250.0,,155296.0,1.5264e-06,0.1,1.3988062 +2676.0,2587.0298,0.006019917,2012.9476,9950000.0,4943.0,621875.0,,155456.0,1.2704e-06,0.1,1.2057332 +2684.94,2587.2966,0.009472827,2013.3414,9960000.0,4947.0,622500.0,,155616.0,1.0144e-06,0.1,1.2839348 +2665.04,2587.0718,0.004698318,2014.1414,9970000.0,4950.0,623125.0,,155776.0,7.584e-07,0.1,1.2437327 +2684.44,2587.3425,0.011043799,2014.5337,9980000.0,4954.0,623750.0,,155936.0,5.024e-07,0.1,1.243793 +2716.94,2588.0874,0.011821197,2015.3319,9990000.0,4957.0,624375.0,,156064.0,2.976e-07,0.1,1.2895392 +2745.68,2589.3882,0.009568713,2015.7227,10000000.0,4961.0,625000.0,,156224.0,4.16e-08,0.1,1.2808392 diff --git a/data/ppo_atari_beamrider_2026_01_06_112533/info/ppo_atari_beamrider_t0_s2_session_metrics_eval.json 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+2485.36,2276.674,-0.00724981,1978.326,8580000.0,4337.0,536250.0,,134048.0,3.55232e-05,0.1,1.0750964 +2485.56,2278.3604,-0.006043929,1978.8068,8590000.0,4341.0,536875.0,,134208.0,3.52672e-05,0.1,1.2865325 +2476.76,2280.5862,-0.015088231,1978.831,8600000.0,4346.0,537500.0,,134368.0,3.50112e-05,0.1,1.1767863 +2475.44,2282.6284,-0.009201473,1978.8555,8610000.0,4351.0,538125.0,,134528.0,3.47552e-05,0.1,1.2363813 +2467.16,2284.4705,-0.009617373,1979.3341,8620000.0,4355.0,538750.0,,134656.0,3.45504e-05,0.1,1.1460229 +2416.96,2285.7869,-0.008580876,1979.3578,8630000.0,4360.0,539375.0,,134816.0,3.42944e-05,0.1,1.1677157 +2355.28,2286.5444,-0.014940464,1979.835,8640000.0,4364.0,540000.0,,134976.0,3.40384e-05,0.1,1.115133 +2355.28,2287.266,0.0003137231,1979.858,8650000.0,4369.0,540625.0,,135136.0,3.37824e-05,0.1,1.1258777 +2355.28,2287.8843,-0.013166401,1979.8811,8660000.0,4374.0,541250.0,,135296.0,3.35264e-05,0.1,1.1419346 +2371.62,2288.525,0.0070225806,1980.3563,8670000.0,4378.0,541875.0,,135456.0,3.32704e-05,0.1,1.0868034 +2355.18,2288.7095,-0.005833161,1980.8307,8680000.0,4382.0,542500.0,,135616.0,3.30144e-05,0.1,1.1571416 +2379.1,2288.9673,-0.007977864,1980.8525,8690000.0,4387.0,543125.0,,135776.0,3.27584e-05,0.1,1.2161332 +2340.66,2288.7876,-0.01748861,1981.3254,8700000.0,4391.0,543750.0,,135936.0,3.25024e-05,0.1,1.2290332 +2322.2,2288.2546,-0.006484894,1981.7975,8710000.0,4395.0,544375.0,,136064.0,3.22976e-05,0.1,1.1446065 +2317.0,2287.489,-0.009786956,1981.8182,8720000.0,4400.0,545000.0,,136224.0,3.20416e-05,0.1,1.1431853 +2334.72,2287.5662,-0.0135837775,1982.2888,8730000.0,4404.0,545625.0,,136384.0,3.17856e-05,0.1,1.132031 +2333.04,2288.1216,-0.010987018,1982.309,8740000.0,4409.0,546250.0,,136544.0,3.15296e-05,0.1,1.0738637 +2339.6,2289.199,0.0015865121,1982.7782,8750000.0,4413.0,546875.0,,136704.0,3.12736e-05,0.1,1.1349485 +2277.56,2289.7773,0.0012025709,1982.7976,8760000.0,4418.0,547500.0,,136864.0,3.10176e-05,0.1,1.1984006 +2293.6,2290.4153,-0.009551359,1982.8171,8770000.0,4423.0,548125.0,,137024.0,3.07616e-05,0.1,1.1850165 +2348.76,2291.6318,-0.010019115,1983.2844,8780000.0,4427.0,548750.0,,137184.0,3.05056e-05,0.1,1.160581 +2343.64,2292.8162,-0.011846618,1983.7509,8790000.0,4431.0,549375.0,,137312.0,3.03008e-05,0.1,1.1332009 +2339.64,2294.2654,-0.011468037,1984.2164,8800000.0,4435.0,550000.0,,137472.0,3.00448e-05,0.1,1.1036272 +2342.84,2295.9026,-0.0029930498,1984.2343,8810000.0,4440.0,550625.0,,137632.0,2.97888e-05,0.1,1.1050076 +2354.64,2297.6313,-0.00322921,1984.252,8820000.0,4445.0,551250.0,,137792.0,2.95328e-05,0.1,1.13865 +2301.28,2299.247,-0.0013499061,1984.7157,8830000.0,4449.0,551875.0,,137952.0,2.92768e-05,0.1,1.1314498 +2279.7,2300.3457,-0.009904306,1985.1786,8840000.0,4453.0,552500.0,,138112.0,2.90208e-05,0.1,1.1077727 +2267.78,2301.386,-0.0031841286,1985.1952,8850000.0,4458.0,553125.0,,138272.0,2.87648e-05,0.1,1.1918627 +2258.06,2302.2073,-0.011750075,1985.6566,8860000.0,4462.0,553750.0,,138432.0,2.85088e-05,0.1,1.175009 +2315.12,2303.925,0.005852955,1985.6727,8870000.0,4467.0,554375.0,,138592.0,2.82528e-05,0.1,1.1504624 +2386.52,2306.331,0.0076332544,1986.1328,8880000.0,4471.0,555000.0,,138720.0,2.8048e-05,0.1,1.1065804 +2391.2,2309.021,-0.011471376,1986.5922,8890000.0,4475.0,555625.0,,138880.0,2.7792e-05,0.1,1.0970752 +2426.4,2312.2068,-0.010396673,1986.6072,8900000.0,4480.0,556250.0,,139040.0,2.7536e-05,0.1,1.1396704 +2441.44,2315.083,-0.008413428,1987.0651,8910000.0,4484.0,556875.0,,139200.0,2.728e-05,0.1,1.1702756 +2411.58,2317.7188,-0.0036070861,1987.0795,8920000.0,4489.0,557500.0,,139360.0,2.7024e-05,0.1,1.1715117 +2438.42,2321.1448,-0.0151285315,1987.5361,8930000.0,4493.0,558125.0,,139520.0,2.6768e-05,0.1,1.2253803 +2453.02,2325.124,-0.011997489,1987.55,8940000.0,4498.0,558750.0,,139680.0,2.6512e-05,0.1,1.1518196 +2391.02,2328.4426,0.014854409,1988.0054,8950000.0,4502.0,559375.0,,139840.0,2.6256e-05,0.1,1.2156578 +2422.5,2332.3723,-0.008670377,1988.0187,8960000.0,4507.0,560000.0,,140000.0,2.6e-05,0.1,1.2263482 +2435.5,2336.4211,-0.011145337,1988.4727,8970000.0,4511.0,560625.0,,140128.0,2.57952e-05,0.1,1.1897557 +2434.34,2340.2715,-0.0042663612,1988.4854,8980000.0,4516.0,561250.0,,140288.0,2.55392e-05,0.1,1.1661476 +2408.82,2343.3994,-0.0020099883,1988.9381,8990000.0,4520.0,561875.0,,140448.0,2.52832e-05,0.1,1.1640723 +2360.9,2345.9954,0.0036558504,1988.9503,9000000.0,4525.0,562500.0,,140608.0,2.50272e-05,0.1,1.1676695 +2418.9,2349.253,-0.0163006,1988.9625,9010000.0,4530.0,563125.0,,140768.0,2.47712e-05,0.1,1.2276206 +2404.74,2352.6448,-0.014627527,1989.4133,9020000.0,4534.0,563750.0,,140928.0,2.45152e-05,0.1,1.1652219 +2378.34,2355.6577,-0.0058665713,1989.8634,9030000.0,4538.0,564375.0,,141088.0,2.42592e-05,0.1,1.178364 +2410.6,2358.8787,-0.0025070915,1989.8745,9040000.0,4543.0,565000.0,,141248.0,2.40032e-05,0.1,1.1304612 +2395.96,2361.661,-0.0067276233,1990.3232,9050000.0,4547.0,565625.0,,141376.0,2.37984e-05,0.1,1.1050117 +2345.56,2363.6558,0.0051091607,1990.7712,9060000.0,4551.0,566250.0,,141536.0,2.35424e-05,0.1,1.1049526 +2373.6,2365.9111,-0.007932847,1990.7814,9070000.0,4556.0,566875.0,,141696.0,2.32864e-05,0.1,1.166598 +2358.12,2367.9805,-0.011974327,1991.228,9080000.0,4560.0,567500.0,,141856.0,2.30304e-05,0.1,1.1719024 +2347.56,2369.9097,-0.012860688,1991.2377,9090000.0,4565.0,568125.0,,142016.0,2.27744e-05,0.1,1.1898193 +2333.04,2371.825,-0.012167855,1991.2473,9100000.0,4570.0,568750.0,,142176.0,2.25184e-05,0.1,1.1616018 +2349.96,2373.8518,-8.673599e-05,1991.2568,9110000.0,4575.0,569375.0,,142336.0,2.22624e-05,0.1,1.2882593 +2379.44,2376.15,-0.009363057,1991.2664,9120000.0,4580.0,570000.0,,142496.0,2.20064e-05,0.1,1.1465697 +2361.94,2377.9194,0.0034838107,1991.2759,9130000.0,4585.0,570625.0,,142656.0,2.17504e-05,0.1,1.1803051 +2355.6,2379.4739,-0.0055493508,1991.7194,9140000.0,4589.0,571250.0,,142784.0,2.15456e-05,0.1,1.1541957 +2332.04,2380.6558,-0.00818797,1992.162,9150000.0,4593.0,571875.0,,142944.0,2.12896e-05,0.1,1.0345415 +2331.4,2381.7407,0.0067509604,1992.1705,9160000.0,4598.0,572500.0,,143104.0,2.10336e-05,0.1,1.1711744 +2344.72,2382.8533,-0.0060863034,1992.6119,9170000.0,4602.0,573125.0,,143264.0,2.07776e-05,0.1,1.188297 +2386.08,2384.5208,0.0005556302,1992.6199,9180000.0,4607.0,573750.0,,143424.0,2.05216e-05,0.1,1.1457158 +2408.96,2386.3865,-0.007300926,1993.06,9190000.0,4611.0,574375.0,,143584.0,2.02656e-05,0.1,1.2901411 +2461.98,2388.6973,-0.002043513,1993.0676,9200000.0,4616.0,575000.0,,143744.0,2.00096e-05,0.1,1.1011056 +2455.34,2390.6611,-0.0004971887,1993.5065,9210000.0,4620.0,575625.0,,143904.0,1.97536e-05,0.1,1.1839429 +2515.16,2392.9502,0.004798716,1993.9446,9220000.0,4624.0,576250.0,,144032.0,1.95488e-05,0.1,1.2641847 +2494.84,2394.4846,-0.008845196,1993.9512,9230000.0,4629.0,576875.0,,144192.0,1.92928e-05,0.1,1.2509325 +2513.74,2396.1914,-0.0042793313,1994.3881,9240000.0,4633.0,577500.0,,144352.0,1.90368e-05,0.1,1.2620487 +2489.48,2397.626,-0.0012923226,1994.8242,9250000.0,4637.0,578125.0,,144512.0,1.87808e-05,0.1,1.1910448 +2474.96,2398.9045,-0.011740699,1995.2596,9260000.0,4641.0,578750.0,,144672.0,1.85248e-05,0.1,1.3983891 +2518.8,2400.705,-0.0031998432,1995.2648,9270000.0,4646.0,579375.0,,144832.0,1.82688e-05,0.1,1.2281625 +2522.8,2402.2905,-0.009202224,1995.2698,9280000.0,4651.0,580000.0,,144992.0,1.80128e-05,0.1,1.2180696 +2527.24,2403.4888,-0.011412297,1995.2749,9290000.0,4656.0,580625.0,,145152.0,1.77568e-05,0.1,1.2089062 +2555.44,2404.778,-0.004269495,1995.7081,9300000.0,4660.0,581250.0,,145312.0,1.75008e-05,0.1,1.1302134 +2573.48,2406.2888,-0.001913535,1996.1406,9310000.0,4664.0,581875.0,,145440.0,1.7296e-05,0.1,1.3117511 +2563.22,2408.0457,-0.008542462,1996.5724,9320000.0,4668.0,582500.0,,145600.0,1.704e-05,0.1,1.1614059 +2583.92,2409.9873,-0.007741276,1996.576,9330000.0,4673.0,583125.0,,145760.0,1.6784e-05,0.1,1.2327704 +2606.74,2412.2307,-0.0047242614,1997.0066,9340000.0,4677.0,583750.0,,145920.0,1.6528e-05,0.1,1.0583429 +2606.74,2414.505,0.007036638,1997.0098,9350000.0,4682.0,584375.0,,146080.0,1.6272e-05,0.1,1.1176758 +2585.54,2416.0164,-0.006970785,1997.4392,9360000.0,4686.0,585000.0,,146240.0,1.6016e-05,0.1,1.1400257 +2630.58,2417.9746,0.0020295111,1997.4419,9370000.0,4691.0,585625.0,,146400.0,1.576e-05,0.1,1.265651 +2659.38,2420.5496,-0.007189914,1997.8701,9380000.0,4695.0,586250.0,,146560.0,1.5504e-05,0.1,1.2487402 +2603.5,2422.7393,0.008837597,1998.2975,9390000.0,4699.0,586875.0,,146688.0,1.52992e-05,0.1,1.2103715 +2643.38,2425.2483,-0.0056680017,1998.7242,9400000.0,4703.0,587500.0,,146848.0,1.50432e-05,0.1,1.1202191 +2619.96,2427.7554,0.0022179554,1998.7256,9410000.0,4708.0,588125.0,,147008.0,1.47872e-05,0.1,1.1659466 +2601.66,2429.6921,-0.009502636,1999.1511,9420000.0,4712.0,588750.0,,147168.0,1.45312e-05,0.1,1.2456133 +2572.34,2430.6453,-0.009707902,1999.152,9430000.0,4717.0,589375.0,,147328.0,1.42752e-05,0.1,1.2350079 +2488.26,2430.724,-0.009666005,1999.5764,9440000.0,4721.0,590000.0,,147488.0,1.40192e-05,0.1,1.2171066 +2497.74,2430.9873,0.003660936,1999.5768,9450000.0,4726.0,590625.0,,147648.0,1.37632e-05,0.1,1.189757 +2517.6,2431.483,-0.0084695555,1999.5773,9460000.0,4731.0,591250.0,,147808.0,1.35072e-05,0.1,1.2759612 +2538.86,2432.268,-0.0045429654,2000.0,9470000.0,4735.0,591875.0,,147968.0,1.32512e-05,0.1,1.1327724 +2512.56,2433.0198,0.00071852497,2000.422,9480000.0,4739.0,592500.0,,148096.0,1.30464e-05,0.1,1.3534 +2484.98,2433.2373,-0.0034770314,2000.4216,9490000.0,4744.0,593125.0,,148256.0,1.27904e-05,0.1,1.1000016 +2527.3,2433.5986,-0.000115147326,2000.8424,9500000.0,4748.0,593750.0,,148416.0,1.25344e-05,0.1,1.2222668 +2487.4,2433.9795,-0.0026340934,2000.8416,9510000.0,4753.0,594375.0,,148576.0,1.22784e-05,0.1,1.24594 +2500.4,2434.184,0.0016622783,2001.2614,9520000.0,4757.0,595000.0,,148736.0,1.20224e-05,0.1,1.1143668 +2466.42,2434.114,-0.0042448766,2001.6803,9530000.0,4761.0,595625.0,,148896.0,1.17664e-05,0.1,1.3143665 +2447.3,2433.8105,-0.008791974,2001.6786,9540000.0,4766.0,596250.0,,149056.0,1.15104e-05,0.1,1.3021209 +2447.3,2433.3882,0.0059872484,2002.0964,9550000.0,4770.0,596875.0,,149216.0,1.12544e-05,0.1,1.2407092 +2483.9,2433.8123,0.004672591,2002.5137,9560000.0,4774.0,597500.0,,149344.0,1.10496e-05,0.1,1.1427974 +2488.46,2433.7573,7.324113e-05,2002.511,9570000.0,4779.0,598125.0,,149504.0,1.07936e-05,0.1,1.0889497 +2486.86,2433.7725,-0.00322032,2002.927,9580000.0,4783.0,598750.0,,149664.0,1.05376e-05,0.1,1.2133112 +2489.66,2433.8135,-0.0061999983,2002.924,9590000.0,4788.0,599375.0,,149824.0,1.02816e-05,0.1,1.1678066 +2553.22,2434.578,-0.0033889515,2003.3389,9600000.0,4792.0,600000.0,,149984.0,1.00256e-05,0.1,1.1555977 +2570.52,2435.5288,-0.0059546363,2003.7532,9610000.0,4796.0,600625.0,,150144.0,9.7696e-06,0.1,1.3670022 +2608.14,2436.9385,-0.0020815355,2003.7493,9620000.0,4801.0,601250.0,,150304.0,9.5136e-06,0.1,1.2705859 +2566.08,2438.43,0.0027722637,2004.1624,9630000.0,4805.0,601875.0,,150464.0,9.2576e-06,0.1,1.3663917 +2618.04,2441.0576,0.0009615176,2004.158,9640000.0,4810.0,602500.0,,150624.0,9.0016e-06,0.1,1.0966682 +2636.76,2443.8723,0.0008790395,2004.57,9650000.0,4814.0,603125.0,,150752.0,8.7968e-06,0.1,1.138747 +2633.96,2446.6592,-0.0034032017,2004.9813,9660000.0,4818.0,603750.0,,150912.0,8.5408e-06,0.1,1.2874942 +2644.68,2449.39,0.0038845814,2004.9762,9670000.0,4823.0,604375.0,,151072.0,8.2848e-06,0.1,1.2374945 +2666.32,2452.501,-0.004954119,2004.971,9680000.0,4828.0,605000.0,,151232.0,8.0288e-06,0.1,1.1359543 +2680.84,2455.5183,0.027961303,2004.9658,9690000.0,4833.0,605625.0,,151392.0,7.7728e-06,0.1,1.1595087 +2656.62,2458.6782,-0.0010927459,2005.3752,9700000.0,4837.0,606250.0,,151552.0,7.5168e-06,0.1,1.1584238 +2662.14,2462.0774,-0.007538057,2005.3696,9710000.0,4842.0,606875.0,,151712.0,7.2608e-06,0.1,1.2779546 +2669.22,2465.5999,-0.0044200607,2005.778,9720000.0,4846.0,607500.0,,151872.0,7.0048e-06,0.1,1.2231514 +2687.86,2469.1309,-0.0050371927,2006.1855,9730000.0,4850.0,608125.0,,152000.0,6.8e-06,0.1,1.2369385 +2746.98,2473.2705,-0.0016414808,2006.1792,9740000.0,4855.0,608750.0,,152160.0,6.544e-06,0.1,1.2163153 +2791.84,2477.793,0.007854607,2006.1729,9750000.0,4860.0,609375.0,,152320.0,6.288e-06,0.1,1.1654587 +2775.04,2482.7676,-0.004062906,2006.579,9760000.0,4864.0,610000.0,,152480.0,6.032e-06,0.1,1.211566 +2767.84,2487.5103,0.002054422,2006.5721,9770000.0,4869.0,610625.0,,152640.0,5.776e-06,0.1,1.2769952 +2722.84,2491.251,0.01185828,2006.9772,9780000.0,4873.0,611250.0,,152800.0,5.52e-06,0.1,1.193071 +2774.68,2495.5615,0.018358843,2006.9701,9790000.0,4878.0,611875.0,,152960.0,5.264e-06,0.1,1.3089548 +2777.68,2499.942,-0.0069936286,2007.374,9800000.0,4882.0,612500.0,,153120.0,5.008e-06,0.1,1.3090552 +2788.92,2504.4026,0.0022067353,2007.3665,9810000.0,4887.0,613125.0,,153280.0,4.752e-06,0.1,1.2368075 +2793.68,2508.7932,0.007416535,2007.359,9820000.0,4892.0,613750.0,,153408.0,4.5472e-06,0.1,1.2556684 +2793.68,2513.7173,0.010129906,2007.7615,9830000.0,4896.0,614375.0,,153568.0,4.2912e-06,0.1,1.09285 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+2322.2,2288.2546,-0.006484894,1981.7975,8710000.0,4395.0,544375.0,,136064.0,3.22976e-05,0.1,1.1446065 +2317.0,2287.489,-0.009786956,1981.8182,8720000.0,4400.0,545000.0,,136224.0,3.20416e-05,0.1,1.1431853 +2334.72,2287.5662,-0.0135837775,1982.2888,8730000.0,4404.0,545625.0,,136384.0,3.17856e-05,0.1,1.132031 +2333.04,2288.1216,-0.010987018,1982.309,8740000.0,4409.0,546250.0,,136544.0,3.15296e-05,0.1,1.0738637 +2339.6,2289.199,0.0015865121,1982.7782,8750000.0,4413.0,546875.0,,136704.0,3.12736e-05,0.1,1.1349485 +2277.56,2289.7773,0.0012025709,1982.7976,8760000.0,4418.0,547500.0,,136864.0,3.10176e-05,0.1,1.1984006 +2293.6,2290.4153,-0.009551359,1982.8171,8770000.0,4423.0,548125.0,,137024.0,3.07616e-05,0.1,1.1850165 +2348.76,2291.6318,-0.010019115,1983.2844,8780000.0,4427.0,548750.0,,137184.0,3.05056e-05,0.1,1.160581 +2343.64,2292.8162,-0.011846618,1983.7509,8790000.0,4431.0,549375.0,,137312.0,3.03008e-05,0.1,1.1332009 +2339.64,2294.2654,-0.011468037,1984.2164,8800000.0,4435.0,550000.0,,137472.0,3.00448e-05,0.1,1.1036272 +2342.84,2295.9026,-0.0029930498,1984.2343,8810000.0,4440.0,550625.0,,137632.0,2.97888e-05,0.1,1.1050076 +2354.64,2297.6313,-0.00322921,1984.252,8820000.0,4445.0,551250.0,,137792.0,2.95328e-05,0.1,1.13865 +2301.28,2299.247,-0.0013499061,1984.7157,8830000.0,4449.0,551875.0,,137952.0,2.92768e-05,0.1,1.1314498 +2279.7,2300.3457,-0.009904306,1985.1786,8840000.0,4453.0,552500.0,,138112.0,2.90208e-05,0.1,1.1077727 +2267.78,2301.386,-0.0031841286,1985.1952,8850000.0,4458.0,553125.0,,138272.0,2.87648e-05,0.1,1.1918627 +2258.06,2302.2073,-0.011750075,1985.6566,8860000.0,4462.0,553750.0,,138432.0,2.85088e-05,0.1,1.175009 +2315.12,2303.925,0.005852955,1985.6727,8870000.0,4467.0,554375.0,,138592.0,2.82528e-05,0.1,1.1504624 +2386.52,2306.331,0.0076332544,1986.1328,8880000.0,4471.0,555000.0,,138720.0,2.8048e-05,0.1,1.1065804 +2391.2,2309.021,-0.011471376,1986.5922,8890000.0,4475.0,555625.0,,138880.0,2.7792e-05,0.1,1.0970752 +2426.4,2312.2068,-0.010396673,1986.6072,8900000.0,4480.0,556250.0,,139040.0,2.7536e-05,0.1,1.1396704 +2441.44,2315.083,-0.008413428,1987.0651,8910000.0,4484.0,556875.0,,139200.0,2.728e-05,0.1,1.1702756 +2411.58,2317.7188,-0.0036070861,1987.0795,8920000.0,4489.0,557500.0,,139360.0,2.7024e-05,0.1,1.1715117 +2438.42,2321.1448,-0.0151285315,1987.5361,8930000.0,4493.0,558125.0,,139520.0,2.6768e-05,0.1,1.2253803 +2453.02,2325.124,-0.011997489,1987.55,8940000.0,4498.0,558750.0,,139680.0,2.6512e-05,0.1,1.1518196 +2391.02,2328.4426,0.014854409,1988.0054,8950000.0,4502.0,559375.0,,139840.0,2.6256e-05,0.1,1.2156578 +2422.5,2332.3723,-0.008670377,1988.0187,8960000.0,4507.0,560000.0,,140000.0,2.6e-05,0.1,1.2263482 +2435.5,2336.4211,-0.011145337,1988.4727,8970000.0,4511.0,560625.0,,140128.0,2.57952e-05,0.1,1.1897557 +2434.34,2340.2715,-0.0042663612,1988.4854,8980000.0,4516.0,561250.0,,140288.0,2.55392e-05,0.1,1.1661476 +2408.82,2343.3994,-0.0020099883,1988.9381,8990000.0,4520.0,561875.0,,140448.0,2.52832e-05,0.1,1.1640723 +2360.9,2345.9954,0.0036558504,1988.9503,9000000.0,4525.0,562500.0,,140608.0,2.50272e-05,0.1,1.1676695 +2418.9,2349.253,-0.0163006,1988.9625,9010000.0,4530.0,563125.0,,140768.0,2.47712e-05,0.1,1.2276206 +2404.74,2352.6448,-0.014627527,1989.4133,9020000.0,4534.0,563750.0,,140928.0,2.45152e-05,0.1,1.1652219 +2378.34,2355.6577,-0.0058665713,1989.8634,9030000.0,4538.0,564375.0,,141088.0,2.42592e-05,0.1,1.178364 +2410.6,2358.8787,-0.0025070915,1989.8745,9040000.0,4543.0,565000.0,,141248.0,2.40032e-05,0.1,1.1304612 +2395.96,2361.661,-0.0067276233,1990.3232,9050000.0,4547.0,565625.0,,141376.0,2.37984e-05,0.1,1.1050117 +2345.56,2363.6558,0.0051091607,1990.7712,9060000.0,4551.0,566250.0,,141536.0,2.35424e-05,0.1,1.1049526 +2373.6,2365.9111,-0.007932847,1990.7814,9070000.0,4556.0,566875.0,,141696.0,2.32864e-05,0.1,1.166598 +2358.12,2367.9805,-0.011974327,1991.228,9080000.0,4560.0,567500.0,,141856.0,2.30304e-05,0.1,1.1719024 +2347.56,2369.9097,-0.012860688,1991.2377,9090000.0,4565.0,568125.0,,142016.0,2.27744e-05,0.1,1.1898193 +2333.04,2371.825,-0.012167855,1991.2473,9100000.0,4570.0,568750.0,,142176.0,2.25184e-05,0.1,1.1616018 +2349.96,2373.8518,-8.673599e-05,1991.2568,9110000.0,4575.0,569375.0,,142336.0,2.22624e-05,0.1,1.2882593 +2379.44,2376.15,-0.009363057,1991.2664,9120000.0,4580.0,570000.0,,142496.0,2.20064e-05,0.1,1.1465697 +2361.94,2377.9194,0.0034838107,1991.2759,9130000.0,4585.0,570625.0,,142656.0,2.17504e-05,0.1,1.1803051 +2355.6,2379.4739,-0.0055493508,1991.7194,9140000.0,4589.0,571250.0,,142784.0,2.15456e-05,0.1,1.1541957 +2332.04,2380.6558,-0.00818797,1992.162,9150000.0,4593.0,571875.0,,142944.0,2.12896e-05,0.1,1.0345415 +2331.4,2381.7407,0.0067509604,1992.1705,9160000.0,4598.0,572500.0,,143104.0,2.10336e-05,0.1,1.1711744 +2344.72,2382.8533,-0.0060863034,1992.6119,9170000.0,4602.0,573125.0,,143264.0,2.07776e-05,0.1,1.188297 +2386.08,2384.5208,0.0005556302,1992.6199,9180000.0,4607.0,573750.0,,143424.0,2.05216e-05,0.1,1.1457158 +2408.96,2386.3865,-0.007300926,1993.06,9190000.0,4611.0,574375.0,,143584.0,2.02656e-05,0.1,1.2901411 +2461.98,2388.6973,-0.002043513,1993.0676,9200000.0,4616.0,575000.0,,143744.0,2.00096e-05,0.1,1.1011056 +2455.34,2390.6611,-0.0004971887,1993.5065,9210000.0,4620.0,575625.0,,143904.0,1.97536e-05,0.1,1.1839429 +2515.16,2392.9502,0.004798716,1993.9446,9220000.0,4624.0,576250.0,,144032.0,1.95488e-05,0.1,1.2641847 +2494.84,2394.4846,-0.008845196,1993.9512,9230000.0,4629.0,576875.0,,144192.0,1.92928e-05,0.1,1.2509325 +2513.74,2396.1914,-0.0042793313,1994.3881,9240000.0,4633.0,577500.0,,144352.0,1.90368e-05,0.1,1.2620487 +2489.48,2397.626,-0.0012923226,1994.8242,9250000.0,4637.0,578125.0,,144512.0,1.87808e-05,0.1,1.1910448 +2474.96,2398.9045,-0.011740699,1995.2596,9260000.0,4641.0,578750.0,,144672.0,1.85248e-05,0.1,1.3983891 +2518.8,2400.705,-0.0031998432,1995.2648,9270000.0,4646.0,579375.0,,144832.0,1.82688e-05,0.1,1.2281625 +2522.8,2402.2905,-0.009202224,1995.2698,9280000.0,4651.0,580000.0,,144992.0,1.80128e-05,0.1,1.2180696 +2527.24,2403.4888,-0.011412297,1995.2749,9290000.0,4656.0,580625.0,,145152.0,1.77568e-05,0.1,1.2089062 +2555.44,2404.778,-0.004269495,1995.7081,9300000.0,4660.0,581250.0,,145312.0,1.75008e-05,0.1,1.1302134 +2573.48,2406.2888,-0.001913535,1996.1406,9310000.0,4664.0,581875.0,,145440.0,1.7296e-05,0.1,1.3117511 +2563.22,2408.0457,-0.008542462,1996.5724,9320000.0,4668.0,582500.0,,145600.0,1.704e-05,0.1,1.1614059 +2583.92,2409.9873,-0.007741276,1996.576,9330000.0,4673.0,583125.0,,145760.0,1.6784e-05,0.1,1.2327704 +2606.74,2412.2307,-0.0047242614,1997.0066,9340000.0,4677.0,583750.0,,145920.0,1.6528e-05,0.1,1.0583429 +2606.74,2414.505,0.007036638,1997.0098,9350000.0,4682.0,584375.0,,146080.0,1.6272e-05,0.1,1.1176758 +2585.54,2416.0164,-0.006970785,1997.4392,9360000.0,4686.0,585000.0,,146240.0,1.6016e-05,0.1,1.1400257 +2630.58,2417.9746,0.0020295111,1997.4419,9370000.0,4691.0,585625.0,,146400.0,1.576e-05,0.1,1.265651 +2659.38,2420.5496,-0.007189914,1997.8701,9380000.0,4695.0,586250.0,,146560.0,1.5504e-05,0.1,1.2487402 +2603.5,2422.7393,0.008837597,1998.2975,9390000.0,4699.0,586875.0,,146688.0,1.52992e-05,0.1,1.2103715 +2643.38,2425.2483,-0.0056680017,1998.7242,9400000.0,4703.0,587500.0,,146848.0,1.50432e-05,0.1,1.1202191 +2619.96,2427.7554,0.0022179554,1998.7256,9410000.0,4708.0,588125.0,,147008.0,1.47872e-05,0.1,1.1659466 +2601.66,2429.6921,-0.009502636,1999.1511,9420000.0,4712.0,588750.0,,147168.0,1.45312e-05,0.1,1.2456133 +2572.34,2430.6453,-0.009707902,1999.152,9430000.0,4717.0,589375.0,,147328.0,1.42752e-05,0.1,1.2350079 +2488.26,2430.724,-0.009666005,1999.5764,9440000.0,4721.0,590000.0,,147488.0,1.40192e-05,0.1,1.2171066 +2497.74,2430.9873,0.003660936,1999.5768,9450000.0,4726.0,590625.0,,147648.0,1.37632e-05,0.1,1.189757 +2517.6,2431.483,-0.0084695555,1999.5773,9460000.0,4731.0,591250.0,,147808.0,1.35072e-05,0.1,1.2759612 +2538.86,2432.268,-0.0045429654,2000.0,9470000.0,4735.0,591875.0,,147968.0,1.32512e-05,0.1,1.1327724 +2512.56,2433.0198,0.00071852497,2000.422,9480000.0,4739.0,592500.0,,148096.0,1.30464e-05,0.1,1.3534 +2484.98,2433.2373,-0.0034770314,2000.4216,9490000.0,4744.0,593125.0,,148256.0,1.27904e-05,0.1,1.1000016 +2527.3,2433.5986,-0.000115147326,2000.8424,9500000.0,4748.0,593750.0,,148416.0,1.25344e-05,0.1,1.2222668 +2487.4,2433.9795,-0.0026340934,2000.8416,9510000.0,4753.0,594375.0,,148576.0,1.22784e-05,0.1,1.24594 +2500.4,2434.184,0.0016622783,2001.2614,9520000.0,4757.0,595000.0,,148736.0,1.20224e-05,0.1,1.1143668 +2466.42,2434.114,-0.0042448766,2001.6803,9530000.0,4761.0,595625.0,,148896.0,1.17664e-05,0.1,1.3143665 +2447.3,2433.8105,-0.008791974,2001.6786,9540000.0,4766.0,596250.0,,149056.0,1.15104e-05,0.1,1.3021209 +2447.3,2433.3882,0.0059872484,2002.0964,9550000.0,4770.0,596875.0,,149216.0,1.12544e-05,0.1,1.2407092 +2483.9,2433.8123,0.004672591,2002.5137,9560000.0,4774.0,597500.0,,149344.0,1.10496e-05,0.1,1.1427974 +2488.46,2433.7573,7.324113e-05,2002.511,9570000.0,4779.0,598125.0,,149504.0,1.07936e-05,0.1,1.0889497 +2486.86,2433.7725,-0.00322032,2002.927,9580000.0,4783.0,598750.0,,149664.0,1.05376e-05,0.1,1.2133112 +2489.66,2433.8135,-0.0061999983,2002.924,9590000.0,4788.0,599375.0,,149824.0,1.02816e-05,0.1,1.1678066 +2553.22,2434.578,-0.0033889515,2003.3389,9600000.0,4792.0,600000.0,,149984.0,1.00256e-05,0.1,1.1555977 +2570.52,2435.5288,-0.0059546363,2003.7532,9610000.0,4796.0,600625.0,,150144.0,9.7696e-06,0.1,1.3670022 +2608.14,2436.9385,-0.0020815355,2003.7493,9620000.0,4801.0,601250.0,,150304.0,9.5136e-06,0.1,1.2705859 +2566.08,2438.43,0.0027722637,2004.1624,9630000.0,4805.0,601875.0,,150464.0,9.2576e-06,0.1,1.3663917 +2618.04,2441.0576,0.0009615176,2004.158,9640000.0,4810.0,602500.0,,150624.0,9.0016e-06,0.1,1.0966682 +2636.76,2443.8723,0.0008790395,2004.57,9650000.0,4814.0,603125.0,,150752.0,8.7968e-06,0.1,1.138747 +2633.96,2446.6592,-0.0034032017,2004.9813,9660000.0,4818.0,603750.0,,150912.0,8.5408e-06,0.1,1.2874942 +2644.68,2449.39,0.0038845814,2004.9762,9670000.0,4823.0,604375.0,,151072.0,8.2848e-06,0.1,1.2374945 +2666.32,2452.501,-0.004954119,2004.971,9680000.0,4828.0,605000.0,,151232.0,8.0288e-06,0.1,1.1359543 +2680.84,2455.5183,0.027961303,2004.9658,9690000.0,4833.0,605625.0,,151392.0,7.7728e-06,0.1,1.1595087 +2656.62,2458.6782,-0.0010927459,2005.3752,9700000.0,4837.0,606250.0,,151552.0,7.5168e-06,0.1,1.1584238 +2662.14,2462.0774,-0.007538057,2005.3696,9710000.0,4842.0,606875.0,,151712.0,7.2608e-06,0.1,1.2779546 +2669.22,2465.5999,-0.0044200607,2005.778,9720000.0,4846.0,607500.0,,151872.0,7.0048e-06,0.1,1.2231514 +2687.86,2469.1309,-0.0050371927,2006.1855,9730000.0,4850.0,608125.0,,152000.0,6.8e-06,0.1,1.2369385 +2746.98,2473.2705,-0.0016414808,2006.1792,9740000.0,4855.0,608750.0,,152160.0,6.544e-06,0.1,1.2163153 +2791.84,2477.793,0.007854607,2006.1729,9750000.0,4860.0,609375.0,,152320.0,6.288e-06,0.1,1.1654587 +2775.04,2482.7676,-0.004062906,2006.579,9760000.0,4864.0,610000.0,,152480.0,6.032e-06,0.1,1.211566 +2767.84,2487.5103,0.002054422,2006.5721,9770000.0,4869.0,610625.0,,152640.0,5.776e-06,0.1,1.2769952 +2722.84,2491.251,0.01185828,2006.9772,9780000.0,4873.0,611250.0,,152800.0,5.52e-06,0.1,1.193071 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a/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0.log b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..474e88a7b85da8611af928870cb9cfe716dbf0ef --- /dev/null +++ b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0.log @@ -0,0 +1,5 @@ +2026-01-06 12:48:25 | INFO | PID:1319 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:2764.71 | strength:1130 | max_strength:2633 | final_strength:2569 | sample_efficiency:1.564e-07 | training_efficiency:9.749e-06 | stability:0.9947 | consistency:0.7537 +2026-01-06 12:48:25 | INFO | PID:1319 | slm_lab.lib.logger:info | Trial 0 done +2026-01-06 12:48:25 | INFO | PID:1319 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_beamrider_2026_01_06_112533 +2026-01-06 12:48:25 | INFO | PID:1319 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.2 MB +2026-01-06 12:48:25 | INFO | PID:1319 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_beamrider_2026_01_06_112533 to SLM-Lab/benchmark-dev/data/ppo_atari_beamrider_2026_01_06_112533... diff --git a/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s0.log b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..224fec7fb31bea00a837a308450eb939892ef6b4 --- /dev/null +++ b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s0.log @@ -0,0 +1,1322 @@ +2026-01-06 11:25:35 | INFO | PID:1370 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 11:26:04 | INFO | PID:1370 | 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 +2026-01-06 11:26:04 | INFO | PID:1370 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.95 + 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: 0.95 +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=9, 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=9, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-06 11:26:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:116.29 total_reward_ma:116.29 loss:-0.03347 fps:294.1 +frame:1.00e+04 wall_t:34 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.177 +2026-01-06 11:26:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:220.00 total_reward_ma:168.14 loss:-0.03309 fps:512.8 +frame:2.00e+04 wall_t:39 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.161 +2026-01-06 11:26:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:278.67 total_reward_ma:204.98 loss:-0.03311 fps:666.7 +frame:3.00e+04 wall_t:45 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.144 +2026-01-06 11:26:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:306.00 total_reward_ma:230.24 loss:-0.03418 fps:784.3 +frame:4.00e+04 wall_t:51 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.128 +2026-01-06 11:26:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:322.67 total_reward_ma:248.72 loss:-0.02836 fps:877.2 +frame:5.00e+04 wall_t:57 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.109 +2026-01-06 11:26:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:335.79 total_reward_ma:263.23 loss:-0.03731 fps:952.4 +frame:6.00e+04 wall_t:63 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.094 +2026-01-06 11:26:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:338.00 total_reward_ma:273.92 loss:-0.02712 fps:1029 +frame:7.00e+04 wall_t:68 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.063 +2026-01-06 11:26:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:344.82 total_reward_ma:282.78 loss:-0.02502 fps:1081 +frame:8.00e+04 wall_t:74 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.062 +2026-01-06 11:26:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:368.28 total_reward_ma:292.28 loss:-0.02669 fps:1139 +frame:9.00e+04 wall_t:79 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.042 +2026-01-06 11:27:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:376.81 total_reward_ma:300.73 loss:-0.03183 fps:1176 +frame:1.00e+05 wall_t:85 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.019 +2026-01-06 11:27:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:374.36 total_reward_ma:307.42 loss:-0.0285 fps:1209 +frame:1.10e+05 wall_t:91 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.014 +2026-01-06 11:27:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:376.62 total_reward_ma:313.19 loss:-0.03154 fps:1237 +frame:1.20e+05 wall_t:97 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.996 +2026-01-06 11:27:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:385.05 total_reward_ma:318.72 loss:-0.03098 fps:1262 +frame:1.30e+05 wall_t:103 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.945 +2026-01-06 11:27:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:388.13 total_reward_ma:323.68 loss:-0.02753 fps:1284 +frame:1.40e+05 wall_t:109 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.954 +2026-01-06 11:27:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:383.79 total_reward_ma:327.68 loss:-0.03501 fps:1304 +frame:1.50e+05 wall_t:115 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.017 +2026-01-06 11:27:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:401.00 total_reward_ma:332.27 loss:-0.03363 fps:1333 +frame:1.60e+05 wall_t:120 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.005 +2026-01-06 11:27:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:412.88 total_reward_ma:337.01 loss:-0.03107 fps:1349 +frame:1.70e+05 wall_t:126 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.995 +2026-01-06 11:27:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:416.40 total_reward_ma:341.42 loss:-0.03075 fps:1364 +frame:1.80e+05 wall_t:132 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.951 +2026-01-06 11:27:55 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:423.88 total_reward_ma:345.76 loss:-0.03037 fps:1377 +frame:1.90e+05 wall_t:138 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.952 +2026-01-06 11:28:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:433.12 total_reward_ma:350.13 loss:-0.03373 fps:1399 +frame:2.00e+05 wall_t:143 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.961 +2026-01-06 11:28:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:445.88 total_reward_ma:354.69 loss:-0.03074 fps:1400 +frame:2.10e+05 wall_t:150 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.908 +2026-01-06 11:28:14 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:450.72 total_reward_ma:359.05 loss:-0.02925 fps:1410 +frame:2.20e+05 wall_t:156 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.887 +2026-01-06 11:28:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:463.04 total_reward_ma:363.57 loss:-0.03115 fps:1420 +frame:2.30e+05 wall_t:162 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.95 +2026-01-06 11:28:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:462.12 total_reward_ma:367.68 loss:-0.0329 fps:1437 +frame:2.40e+05 wall_t:167 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.923 +2026-01-06 11:28:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:457.16 total_reward_ma:371.26 loss:-0.02939 fps:1445 +frame:2.50e+05 wall_t:173 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.853 +2026-01-06 11:28:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:457.60 total_reward_ma:374.58 loss:-0.03015 fps:1461 +frame:2.60e+05 wall_t:178 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.821 +2026-01-06 11:28:41 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:466.96 total_reward_ma:378.00 loss:-0.03154 fps:1467 +frame:2.70e+05 wall_t:184 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.86 +2026-01-06 11:28:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:472.68 total_reward_ma:381.38 loss:-0.02865 fps:1481 +frame:2.80e+05 wall_t:189 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.795 +2026-01-06 11:28:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:470.24 total_reward_ma:384.45 loss:-0.02974 fps:1487 +frame:2.90e+05 wall_t:195 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.797 +2026-01-06 11:28:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:473.76 total_reward_ma:387.42 loss:-0.02384 fps:1493 +frame:3.00e+05 wall_t:201 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.846 +2026-01-06 11:29:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:466.16 total_reward_ma:389.96 loss:-0.02869 fps:1498 +frame:3.10e+05 wall_t:207 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.815 +2026-01-06 11:29:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:460.88 total_reward_ma:392.18 loss:-0.0237 fps:1502 +frame:3.20e+05 wall_t:213 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.854 +2026-01-06 11:29:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:454.28 total_reward_ma:394.06 loss:-0.02973 fps:1507 +frame:3.30e+05 wall_t:219 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.858 +2026-01-06 11:29:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:443.28 total_reward_ma:395.51 loss:-0.03127 fps:1511 +frame:3.40e+05 wall_t:225 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.823 +2026-01-06 11:29:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:439.32 total_reward_ma:396.76 loss:-0.03171 fps:1522 +frame:3.50e+05 wall_t:230 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.878 +2026-01-06 11:29:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:433.16 total_reward_ma:397.77 loss:-0.03376 fps:1525 +frame:3.60e+05 wall_t:236 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.841 +2026-01-06 11:29:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:421.28 total_reward_ma:398.41 loss:-0.02482 fps:1529 +frame:3.70e+05 wall_t:242 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.888 +2026-01-06 11:29:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:421.48 total_reward_ma:399.01 loss:-0.02751 fps:1532 +frame:3.80e+05 wall_t:248 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.787 +2026-01-06 11:29:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:435.12 total_reward_ma:399.94 loss:-0.03379 fps:1529 +frame:3.90e+05 wall_t:255 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.88 +2026-01-06 11:29:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:443.04 total_reward_ma:401.02 loss:-0.02713 fps:1538 +frame:4.00e+05 wall_t:260 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.844 +2026-01-06 11:30:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:445.12 total_reward_ma:402.09 loss:-0.02894 fps:1541 +frame:4.10e+05 wall_t:266 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.797 +2026-01-06 11:30:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:450.40 total_reward_ma:403.24 loss:-0.02887 fps:1538 +frame:4.20e+05 wall_t:273 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.846 +2026-01-06 11:30:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:442.28 total_reward_ma:404.15 loss:-0.03507 fps:1547 +frame:4.30e+05 wall_t:278 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.813 +2026-01-06 11:30:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:451.52 total_reward_ma:405.23 loss:-0.03051 fps:1549 +frame:4.40e+05 wall_t:284 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.865 +2026-01-06 11:30:27 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:456.92 total_reward_ma:406.38 loss:-0.02932 fps:1552 +frame:4.50e+05 wall_t:290 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.864 +2026-01-06 11:30:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:471.04 total_reward_ma:407.78 loss:-0.03167 fps:1554 +frame:4.60e+05 wall_t:296 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.806 +2026-01-06 11:30:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:479.56 total_reward_ma:409.31 loss:-0.03271 fps:1556 +frame:4.70e+05 wall_t:302 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.816 +2026-01-06 11:30:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:475.16 total_reward_ma:410.68 loss:-0.03179 fps:1558 +frame:4.80e+05 wall_t:308 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.857 +2026-01-06 11:30:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:483.12 total_reward_ma:412.16 loss:-0.02354 fps:1565 +frame:4.90e+05 wall_t:313 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.787 +2026-01-06 11:30:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:487.72 total_reward_ma:413.67 loss:-0.02843 fps:1567 +frame:5.00e+05 wall_t:319 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.792 +2026-01-06 11:31:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:492.56 total_reward_ma:415.22 loss:-0.02925 fps:1574 +frame:5.10e+05 wall_t:324 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.814 +2026-01-06 11:31:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:499.68 total_reward_ma:416.84 loss:-0.03075 fps:1576 +frame:5.20e+05 wall_t:330 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.852 +2026-01-06 11:31:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:488.68 total_reward_ma:418.20 loss:-0.03046 fps:1577 +frame:5.30e+05 wall_t:336 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.829 +2026-01-06 11:31:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:475.04 total_reward_ma:419.25 loss:-0.03073 fps:1579 +frame:5.40e+05 wall_t:342 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.896 +2026-01-06 11:31:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:472.40 total_reward_ma:420.22 loss:-0.03226 fps:1585 +frame:5.50e+05 wall_t:347 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.877 +2026-01-06 11:31:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:479.96 total_reward_ma:421.28 loss:-0.02736 fps:1582 +frame:5.60e+05 wall_t:354 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.817 +2026-01-06 11:31:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:480.84 total_reward_ma:422.33 loss:-0.02511 fps:1588 +frame:5.70e+05 wall_t:359 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.801 +2026-01-06 11:31:43 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:478.96 total_reward_ma:423.30 loss:-0.0306 fps:1585 +frame:5.80e+05 wall_t:366 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.817 +2026-01-06 11:31:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:479.84 total_reward_ma:424.26 loss:-0.03396 fps:1586 +frame:5.90e+05 wall_t:372 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.823 +2026-01-06 11:31:55 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:484.36 total_reward_ma:425.26 loss:-0.03033 fps:1592 +frame:6.00e+05 wall_t:377 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.774 +2026-01-06 11:32:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:490.36 total_reward_ma:426.33 loss:-0.02795 fps:1593 +frame:6.10e+05 wall_t:383 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.754 +2026-01-06 11:32:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:487.72 total_reward_ma:427.32 loss:-0.02604 fps:1594 +frame:6.20e+05 wall_t:389 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.819 +2026-01-06 11:32:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:489.44 total_reward_ma:428.31 loss:-0.03215 fps:1595 +frame:6.30e+05 wall_t:395 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.773 +2026-01-06 11:32:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:483.52 total_reward_ma:429.17 loss:-0.02653 fps:1596 +frame:6.40e+05 wall_t:401 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.779 +2026-01-06 11:32:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:488.60 total_reward_ma:430.08 loss:-0.02817 fps:1601 +frame:6.50e+05 wall_t:406 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.819 +2026-01-06 11:32:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:494.76 total_reward_ma:431.06 loss:-0.03234 fps:1602 +frame:6.60e+05 wall_t:412 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.809 +2026-01-06 11:32:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:504.76 total_reward_ma:432.16 loss:-0.02955 fps:1607 +frame:6.70e+05 wall_t:417 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.752 +2026-01-06 11:32:41 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:516.72 total_reward_ma:433.41 loss:-0.03174 fps:1604 +frame:6.80e+05 wall_t:424 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.809 +2026-01-06 11:32:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:518.12 total_reward_ma:434.64 loss:-0.03013 fps:1608 +frame:6.90e+05 wall_t:429 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.746 +2026-01-06 11:32:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:520.20 total_reward_ma:435.86 loss:-0.02884 fps:1609 +frame:7.00e+05 wall_t:435 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.777 +2026-01-06 11:32:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:525.32 total_reward_ma:437.12 loss:-0.03007 fps:1610 +frame:7.10e+05 wall_t:441 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.825 +2026-01-06 11:33:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:524.44 total_reward_ma:438.33 loss:-0.03281 fps:1611 +frame:7.20e+05 wall_t:447 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.849 +2026-01-06 11:33:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:527.56 total_reward_ma:439.55 loss:-0.02981 fps:1611 +frame:7.30e+05 wall_t:453 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.856 +2026-01-06 11:33:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:527.12 total_reward_ma:440.74 loss:-0.03114 fps:1612 +frame:7.40e+05 wall_t:459 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.877 +2026-01-06 11:33:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:516.84 total_reward_ma:441.75 loss:-0.03398 fps:1613 +frame:7.50e+05 wall_t:465 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.86 +2026-01-06 11:33:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:520.40 total_reward_ma:442.79 loss:-0.0294 fps:1614 +frame:7.60e+05 wall_t:471 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.868 +2026-01-06 11:33:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:524.80 total_reward_ma:443.85 loss:-0.03516 fps:1618 +frame:7.70e+05 wall_t:476 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.844 +2026-01-06 11:33:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:530.08 total_reward_ma:444.96 loss:-0.03359 fps:1618 +frame:7.80e+05 wall_t:482 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.822 +2026-01-06 11:33:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:522.32 total_reward_ma:445.94 loss:-0.03142 fps:1622 +frame:7.90e+05 wall_t:487 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.849 +2026-01-06 11:33:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:513.44 total_reward_ma:446.78 loss:-0.03404 fps:1619 +frame:8.00e+05 wall_t:494 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.887 +2026-01-06 11:33:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:508.16 total_reward_ma:447.54 loss:-0.0343 fps:1623 +frame:8.10e+05 wall_t:499 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.85 +2026-01-06 11:34:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:505.20 total_reward_ma:448.24 loss:-0.03022 fps:1621 +frame:8.20e+05 wall_t:506 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.859 +2026-01-06 11:34:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:506.44 total_reward_ma:448.94 loss:-0.03464 fps:1621 +frame:8.30e+05 wall_t:512 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.874 +2026-01-06 11:34:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:496.20 total_reward_ma:449.50 loss:-0.03287 fps:1625 +frame:8.40e+05 wall_t:517 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.867 +2026-01-06 11:34:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:483.44 total_reward_ma:449.90 loss:-0.02836 fps:1625 +frame:8.50e+05 wall_t:523 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.793 +2026-01-06 11:34:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:480.32 total_reward_ma:450.26 loss:-0.03422 fps:1626 +frame:8.60e+05 wall_t:529 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.86 +2026-01-06 11:34:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:474.60 total_reward_ma:450.54 loss:-0.03504 fps:1626 +frame:8.70e+05 wall_t:535 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.919 +2026-01-06 11:34:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:469.40 total_reward_ma:450.75 loss:-0.0311 fps:1627 +frame:8.80e+05 wall_t:541 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.88 +2026-01-06 11:34:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:467.64 total_reward_ma:450.94 loss:-0.03399 fps:1627 +frame:8.90e+05 wall_t:547 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.9 +2026-01-06 11:34:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:465.48 total_reward_ma:451.10 loss:-0.03785 fps:1630 +frame:9.00e+05 wall_t:552 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.872 +2026-01-06 11:34:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:463.28 total_reward_ma:451.24 loss:-0.02861 fps:1631 +frame:9.10e+05 wall_t:558 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.869 +2026-01-06 11:35:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:460.64 total_reward_ma:451.34 loss:-0.03861 fps:1631 +frame:9.20e+05 wall_t:564 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.892 +2026-01-06 11:35:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:467.44 total_reward_ma:451.51 loss:-0.03639 fps:1632 +frame:9.30e+05 wall_t:570 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.931 +2026-01-06 11:35:12 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:467.88 total_reward_ma:451.69 loss:-0.03805 fps:1635 +frame:9.40e+05 wall_t:575 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.913 +2026-01-06 11:35:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:463.00 total_reward_ma:451.81 loss:-0.03464 fps:1635 +frame:9.50e+05 wall_t:581 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.881 +2026-01-06 11:35:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:457.72 total_reward_ma:451.87 loss:-0.04034 fps:1635 +frame:9.60e+05 wall_t:587 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.913 +2026-01-06 11:35:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:460.48 total_reward_ma:451.96 loss:-0.03212 fps:1636 +frame:9.70e+05 wall_t:593 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.882 +2026-01-06 11:35:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:478.32 total_reward_ma:452.22 loss:-0.03786 fps:1636 +frame:9.80e+05 wall_t:599 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.902 +2026-01-06 11:35:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:478.32 total_reward_ma:452.49 loss:-0.03681 fps:1636 +frame:9.90e+05 wall_t:605 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.884 +2026-01-06 11:35:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:474.36 total_reward_ma:452.71 loss:-0.03434 fps:1639 +frame:1.00e+06 wall_t:610 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.88 +2026-01-06 11:35:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:482.80 total_reward_ma:456.37 loss:-0.03428 fps:1640 +frame:1.01e+06 wall_t:616 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.824 +2026-01-06 11:35:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:486.68 total_reward_ma:459.04 loss:-0.03494 fps:1640 +frame:1.02e+06 wall_t:622 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.844 +2026-01-06 11:36:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:492.52 total_reward_ma:461.18 loss:-0.03815 fps:1643 +frame:1.03e+06 wall_t:627 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.871 +2026-01-06 11:36:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:491.32 total_reward_ma:463.03 loss:-0.02736 fps:1643 +frame:1.04e+06 wall_t:633 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.802 +2026-01-06 11:36:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:488.24 total_reward_ma:464.69 loss:-0.03366 fps:1643 +frame:1.05e+06 wall_t:639 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.875 +2026-01-06 11:36:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:488.36 total_reward_ma:466.21 loss:-0.03311 fps:1643 +frame:1.06e+06 wall_t:645 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.841 +2026-01-06 11:36:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:493.20 total_reward_ma:467.76 loss:-0.03115 fps:1644 +frame:1.07e+06 wall_t:651 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.815 +2026-01-06 11:36:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:492.72 total_reward_ma:469.24 loss:-0.03322 fps:1646 +frame:1.08e+06 wall_t:656 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.882 +2026-01-06 11:36:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:493.76 total_reward_ma:470.50 loss:-0.03713 fps:1647 +frame:1.09e+06 wall_t:662 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.852 +2026-01-06 11:36:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:511.52 total_reward_ma:471.85 loss:-0.03759 fps:1647 +frame:1.10e+06 wall_t:668 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.878 +2026-01-06 11:36:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:513.32 total_reward_ma:473.23 loss:-0.03588 fps:1649 +frame:1.11e+06 wall_t:673 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.842 +2026-01-06 11:36:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:503.72 total_reward_ma:474.51 loss:-0.03629 fps:1649 +frame:1.12e+06 wall_t:679 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.84 +2026-01-06 11:37:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:501.52 total_reward_ma:475.67 loss:-0.03286 fps:1650 +frame:1.13e+06 wall_t:685 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.797 +2026-01-06 11:37:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:499.32 total_reward_ma:476.78 loss:-0.03623 fps:1652 +frame:1.14e+06 wall_t:690 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.823 +2026-01-06 11:37:14 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:498.88 total_reward_ma:477.93 loss:-0.03196 fps:1652 +frame:1.15e+06 wall_t:696 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.878 +2026-01-06 11:37:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:498.04 total_reward_ma:478.90 loss:-0.03192 fps:1652 +frame:1.16e+06 wall_t:702 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.869 +2026-01-06 11:37:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:500.16 total_reward_ma:479.78 loss:-0.03362 fps:1653 +frame:1.17e+06 wall_t:708 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.793 +2026-01-06 11:37:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:506.00 total_reward_ma:480.67 loss:-0.03677 fps:1655 +frame:1.18e+06 wall_t:713 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.826 +2026-01-06 11:37:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:504.92 total_reward_ma:481.48 loss:-0.03396 fps:1655 +frame:1.19e+06 wall_t:719 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.852 +2026-01-06 11:37:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:507.76 total_reward_ma:482.23 loss:-0.02972 fps:1657 +frame:1.20e+06 wall_t:724 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.813 +2026-01-06 11:37:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:511.28 total_reward_ma:482.88 loss:-0.03425 fps:1655 +frame:1.21e+06 wall_t:731 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.728 +2026-01-06 11:37:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:508.44 total_reward_ma:483.46 loss:-0.03225 fps:1658 +frame:1.22e+06 wall_t:736 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.786 +2026-01-06 11:37:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:524.00 total_reward_ma:484.07 loss:-0.03467 fps:1658 +frame:1.23e+06 wall_t:742 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.809 +2026-01-06 11:38:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:526.08 total_reward_ma:484.71 loss:-0.03336 fps:1658 +frame:1.24e+06 wall_t:748 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.748 +2026-01-06 11:38:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:521.96 total_reward_ma:485.36 loss:-0.03384 fps:1660 +frame:1.25e+06 wall_t:753 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.805 +2026-01-06 11:38:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:520.72 total_reward_ma:485.99 loss:-0.03529 fps:1660 +frame:1.26e+06 wall_t:759 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.785 +2026-01-06 11:38:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:522.48 total_reward_ma:486.54 loss:-0.02765 fps:1660 +frame:1.27e+06 wall_t:765 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.72 +2026-01-06 11:38:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:528.20 total_reward_ma:487.10 loss:-0.03202 fps:1658 +frame:1.28e+06 wall_t:772 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.78 +2026-01-06 11:38:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:537.00 total_reward_ma:487.77 loss:-0.03159 fps:1660 +frame:1.29e+06 wall_t:777 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.76 +2026-01-06 11:38:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:542.40 total_reward_ma:488.45 loss:-0.0373 fps:1660 +frame:1.30e+06 wall_t:783 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.792 +2026-01-06 11:38:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:538.04 total_reward_ma:489.17 loss:-0.02754 fps:1660 +frame:1.31e+06 wall_t:789 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.802 +2026-01-06 11:38:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:545.64 total_reward_ma:490.02 loss:-0.0344 fps:1660 +frame:1.32e+06 wall_t:795 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.783 +2026-01-06 11:38:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:537.16 total_reward_ma:490.85 loss:-0.03449 fps:1660 +frame:1.33e+06 wall_t:801 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.698 +2026-01-06 11:39:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:541.24 total_reward_ma:491.83 loss:-0.03357 fps:1660 +frame:1.34e+06 wall_t:807 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.725 +2026-01-06 11:39:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:540.96 total_reward_ma:492.84 loss:-0.03691 fps:1663 +frame:1.35e+06 wall_t:812 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.724 +2026-01-06 11:39:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:540.92 total_reward_ma:493.92 loss:-0.03404 fps:1663 +frame:1.36e+06 wall_t:818 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.713 +2026-01-06 11:39:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:542.24 total_reward_ma:495.13 loss:-0.03211 fps:1665 +frame:1.37e+06 wall_t:823 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.809 +2026-01-06 11:39:27 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:537.64 total_reward_ma:496.29 loss:-0.03113 fps:1665 +frame:1.38e+06 wall_t:829 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.758 +2026-01-06 11:39:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:540.12 total_reward_ma:497.34 loss:-0.03433 fps:1665 +frame:1.39e+06 wall_t:835 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.754 +2026-01-06 11:39:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:538.80 total_reward_ma:498.30 loss:-0.03525 fps:1665 +frame:1.40e+06 wall_t:841 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.778 +2026-01-06 11:39:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:526.68 total_reward_ma:499.12 loss:-0.03406 fps:1667 +frame:1.41e+06 wall_t:846 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.746 +2026-01-06 11:39:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:539.72 total_reward_ma:500.01 loss:-0.03321 fps:1667 +frame:1.42e+06 wall_t:852 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.785 +2026-01-06 11:39:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:539.40 total_reward_ma:500.98 loss:-0.03395 fps:1665 +frame:1.43e+06 wall_t:859 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.725 +2026-01-06 11:40:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:541.16 total_reward_ma:501.88 loss:-0.03894 fps:1667 +frame:1.44e+06 wall_t:864 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.771 +2026-01-06 11:40:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:557.16 total_reward_ma:502.88 loss:-0.03355 fps:1667 +frame:1.45e+06 wall_t:870 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.757 +2026-01-06 11:40:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:556.60 total_reward_ma:503.74 loss:-0.02886 fps:1669 +frame:1.46e+06 wall_t:875 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.804 +2026-01-06 11:40:20 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:564.56 total_reward_ma:504.59 loss:-0.03374 fps:1665 +frame:1.47e+06 wall_t:883 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.752 +2026-01-06 11:40:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:566.36 total_reward_ma:505.50 loss:-0.03275 fps:1665 +frame:1.48e+06 wall_t:889 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.711 +2026-01-06 11:40:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:573.20 total_reward_ma:506.40 loss:-0.0353 fps:1665 +frame:1.49e+06 wall_t:895 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.757 +2026-01-06 11:40:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:576.40 total_reward_ma:507.28 loss:-0.03251 fps:1665 +frame:1.50e+06 wall_t:901 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.743 +2026-01-06 11:40:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:577.00 total_reward_ma:508.13 loss:-0.02998 fps:1665 +frame:1.51e+06 wall_t:907 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.714 +2026-01-06 11:40:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:580.08 total_reward_ma:508.93 loss:-0.03065 fps:1665 +frame:1.52e+06 wall_t:913 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.744 +2026-01-06 11:40:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:582.28 total_reward_ma:509.87 loss:-0.03508 fps:1667 +frame:1.53e+06 wall_t:918 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.819 +2026-01-06 11:41:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:572.36 total_reward_ma:510.84 loss:-0.03202 fps:1667 +frame:1.54e+06 wall_t:924 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.638 +2026-01-06 11:41:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:573.24 total_reward_ma:511.85 loss:-0.029 fps:1667 +frame:1.55e+06 wall_t:930 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.685 +2026-01-06 11:41:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:580.12 total_reward_ma:512.85 loss:-0.03605 fps:1667 +frame:1.56e+06 wall_t:936 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.749 +2026-01-06 11:41:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:595.20 total_reward_ma:514.00 loss:-0.02396 fps:1668 +frame:1.57e+06 wall_t:941 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.67 +2026-01-06 11:41:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:590.56 total_reward_ma:515.11 loss:-0.0303 fps:1668 +frame:1.58e+06 wall_t:947 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.694 +2026-01-06 11:41:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:590.88 total_reward_ma:516.22 loss:-0.03579 fps:1668 +frame:1.59e+06 wall_t:953 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.685 +2026-01-06 11:41:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:605.40 total_reward_ma:517.43 loss:-0.0271 fps:1667 +frame:1.60e+06 wall_t:960 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.725 +2026-01-06 11:41:43 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:608.64 total_reward_ma:518.62 loss:-0.03278 fps:1668 +frame:1.61e+06 wall_t:965 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.702 +2026-01-06 11:41:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:615.84 total_reward_ma:519.90 loss:-0.03466 fps:1668 +frame:1.62e+06 wall_t:971 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.686 +2026-01-06 11:41:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:622.24 total_reward_ma:521.22 loss:-0.03766 fps:1670 +frame:1.63e+06 wall_t:976 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.689 +2026-01-06 11:41:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:619.00 total_reward_ma:522.58 loss:-0.02779 fps:1670 +frame:1.64e+06 wall_t:982 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.667 +2026-01-06 11:42:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:619.32 total_reward_ma:523.89 loss:-0.03233 fps:1672 +frame:1.65e+06 wall_t:987 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.697 +2026-01-06 11:42:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:625.24 total_reward_ma:525.19 loss:-0.02973 fps:1670 +frame:1.66e+06 wall_t:994 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.636 +2026-01-06 11:42:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:625.88 total_reward_ma:526.40 loss:-0.02643 fps:1672 +frame:1.67e+06 wall_t:999 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.616 +2026-01-06 11:42:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:627.64 total_reward_ma:527.51 loss:-0.03081 fps:1672 +frame:1.68e+06 wall_t:1005 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.69 +2026-01-06 11:42:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:628.04 total_reward_ma:528.61 loss:-0.03048 fps:1672 +frame:1.69e+06 wall_t:1011 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.63 +2026-01-06 11:42:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:633.20 total_reward_ma:529.74 loss:-0.02506 fps:1673 +frame:1.70e+06 wall_t:1016 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.695 +2026-01-06 11:42:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:632.28 total_reward_ma:530.81 loss:-0.03207 fps:1673 +frame:1.71e+06 wall_t:1022 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.765 +2026-01-06 11:42:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:624.96 total_reward_ma:531.82 loss:-0.0273 fps:1675 +frame:1.72e+06 wall_t:1027 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.659 +2026-01-06 11:42:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:622.04 total_reward_ma:532.76 loss:-0.03401 fps:1675 +frame:1.73e+06 wall_t:1033 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.659 +2026-01-06 11:42:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:628.28 total_reward_ma:533.77 loss:-0.02962 fps:1673 +frame:1.74e+06 wall_t:1040 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.647 +2026-01-06 11:43:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:623.64 total_reward_ma:534.84 loss:-0.02786 fps:1673 +frame:1.75e+06 wall_t:1046 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.58 +2026-01-06 11:43:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:617.08 total_reward_ma:535.81 loss:-0.02406 fps:1675 +frame:1.76e+06 wall_t:1051 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.712 +2026-01-06 11:43:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:607.72 total_reward_ma:536.64 loss:-0.02883 fps:1675 +frame:1.77e+06 wall_t:1057 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.644 +2026-01-06 11:43:20 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:600.88 total_reward_ma:537.34 loss:-0.03028 fps:1675 +frame:1.78e+06 wall_t:1063 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.647 +2026-01-06 11:43:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:605.48 total_reward_ma:538.18 loss:-0.02905 fps:1676 +frame:1.79e+06 wall_t:1068 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.662 +2026-01-06 11:43:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:615.76 total_reward_ma:539.20 loss:-0.02833 fps:1678 +frame:1.80e+06 wall_t:1073 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.673 +2026-01-06 11:43:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:623.76 total_reward_ma:540.36 loss:-0.03022 fps:1677 +frame:1.81e+06 wall_t:1079 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.623 +2026-01-06 11:43:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:623.12 total_reward_ma:541.53 loss:-0.02625 fps:1677 +frame:1.82e+06 wall_t:1085 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.531 +2026-01-06 11:43:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:627.52 total_reward_ma:542.75 loss:-0.03179 fps:1677 +frame:1.83e+06 wall_t:1091 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.667 +2026-01-06 11:43:55 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:633.60 total_reward_ma:544.12 loss:-0.02507 fps:1676 +frame:1.84e+06 wall_t:1098 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.602 +2026-01-06 11:44:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:634.48 total_reward_ma:545.63 loss:-0.02827 fps:1676 +frame:1.85e+06 wall_t:1104 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.712 +2026-01-06 11:44:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:634.12 total_reward_ma:547.17 loss:-0.02874 fps:1677 +frame:1.86e+06 wall_t:1109 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.61 +2026-01-06 11:44:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:643.64 total_reward_ma:548.86 loss:-0.02639 fps:1676 +frame:1.87e+06 wall_t:1116 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.612 +2026-01-06 11:44:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:641.68 total_reward_ma:550.58 loss:-0.02377 fps:1677 +frame:1.88e+06 wall_t:1121 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.587 +2026-01-06 11:44:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:633.76 total_reward_ma:552.24 loss:-0.02668 fps:1677 +frame:1.89e+06 wall_t:1127 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.623 +2026-01-06 11:44:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:619.64 total_reward_ma:553.78 loss:-0.03165 fps:1677 +frame:1.90e+06 wall_t:1133 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.598 +2026-01-06 11:44:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:623.20 total_reward_ma:555.38 loss:-0.02757 fps:1677 +frame:1.91e+06 wall_t:1139 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.639 +2026-01-06 11:44:43 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:623.64 total_reward_ma:557.01 loss:-0.03032 fps:1677 +frame:1.92e+06 wall_t:1145 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.636 +2026-01-06 11:44:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:630.00 total_reward_ma:558.64 loss:-0.03054 fps:1677 +frame:1.93e+06 wall_t:1151 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.597 +2026-01-06 11:44:55 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:627.80 total_reward_ma:560.24 loss:-0.02996 fps:1677 +frame:1.94e+06 wall_t:1157 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.601 +2026-01-06 11:45:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:629.48 total_reward_ma:561.90 loss:-0.02827 fps:1677 +frame:1.95e+06 wall_t:1163 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.703 +2026-01-06 11:45:06 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:625.00 total_reward_ma:563.58 loss:-0.02778 fps:1677 +frame:1.96e+06 wall_t:1169 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.612 +2026-01-06 11:45:12 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:624.56 total_reward_ma:565.22 loss:-0.0251 fps:1677 +frame:1.97e+06 wall_t:1175 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.584 +2026-01-06 11:45:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:625.40 total_reward_ma:566.69 loss:-0.03415 fps:1677 +frame:1.98e+06 wall_t:1181 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.666 +2026-01-06 11:45:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:630.08 total_reward_ma:568.20 loss:-0.03346 fps:1678 +frame:1.99e+06 wall_t:1186 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.581 +2026-01-06 11:45:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:634.64 total_reward_ma:569.81 loss:-0.0274 fps:1678 +frame:2.00e+06 wall_t:1192 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.679 +2026-01-06 11:45:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:633.08 total_reward_ma:571.31 loss:-0.02958 fps:1678 +frame:2.01e+06 wall_t:1198 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.662 +2026-01-06 11:45:41 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:633.08 total_reward_ma:572.77 loss:-0.03109 fps:1678 +frame:2.02e+06 wall_t:1204 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.604 +2026-01-06 11:45:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:630.68 total_reward_ma:574.16 loss:-0.03503 fps:1676 +frame:2.03e+06 wall_t:1211 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.779 +2026-01-06 11:45:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:649.40 total_reward_ma:575.74 loss:-0.02877 fps:1676 +frame:2.04e+06 wall_t:1217 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.644 +2026-01-06 11:46:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:653.92 total_reward_ma:577.39 loss:-0.02829 fps:1678 +frame:2.05e+06 wall_t:1222 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.681 +2026-01-06 11:46:06 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:661.44 total_reward_ma:579.12 loss:-0.02917 fps:1678 +frame:2.06e+06 wall_t:1228 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.642 +2026-01-06 11:46:12 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:660.64 total_reward_ma:580.80 loss:-0.02904 fps:1677 +frame:2.07e+06 wall_t:1234 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.589 +2026-01-06 11:46:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:670.56 total_reward_ma:582.58 loss:-0.02948 fps:1677 +frame:2.08e+06 wall_t:1240 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.685 +2026-01-06 11:46:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:674.28 total_reward_ma:584.38 loss:-0.03254 fps:1677 +frame:2.09e+06 wall_t:1246 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.635 +2026-01-06 11:46:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:668.40 total_reward_ma:585.95 loss:-0.02911 fps:1679 +frame:2.10e+06 wall_t:1251 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.589 +2026-01-06 11:46:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:662.40 total_reward_ma:587.44 loss:-0.02357 fps:1677 +frame:2.11e+06 wall_t:1258 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.646 +2026-01-06 11:46:41 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:670.32 total_reward_ma:589.11 loss:-0.02688 fps:1679 +frame:2.12e+06 wall_t:1263 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.611 +2026-01-06 11:46:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:674.76 total_reward_ma:590.84 loss:-0.02736 fps:1678 +frame:2.13e+06 wall_t:1269 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.593 +2026-01-06 11:46:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:678.24 total_reward_ma:592.63 loss:-0.02862 fps:1678 +frame:2.14e+06 wall_t:1275 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.59 +2026-01-06 11:46:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:672.56 total_reward_ma:594.37 loss:-0.03286 fps:1678 +frame:2.15e+06 wall_t:1281 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.614 +2026-01-06 11:47:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:687.56 total_reward_ma:596.26 loss:-0.03347 fps:1678 +frame:2.16e+06 wall_t:1287 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.679 +2026-01-06 11:47:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:703.20 total_reward_ma:598.29 loss:-0.02793 fps:1678 +frame:2.17e+06 wall_t:1293 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.577 +2026-01-06 11:47:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:715.40 total_reward_ma:600.39 loss:-0.03158 fps:1678 +frame:2.18e+06 wall_t:1299 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.659 +2026-01-06 11:47:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:710.16 total_reward_ma:602.44 loss:-0.0259 fps:1678 +frame:2.19e+06 wall_t:1305 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.514 +2026-01-06 11:47:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:702.04 total_reward_ma:604.38 loss:-0.02978 fps:1678 +frame:2.20e+06 wall_t:1311 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.585 +2026-01-06 11:47:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:701.44 total_reward_ma:606.28 loss:-0.02754 fps:1679 +frame:2.21e+06 wall_t:1316 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.469 +2026-01-06 11:47:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:715.36 total_reward_ma:608.35 loss:-0.03271 fps:1678 +frame:2.22e+06 wall_t:1323 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.575 +2026-01-06 11:47:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:709.48 total_reward_ma:610.21 loss:-0.03367 fps:1678 +frame:2.23e+06 wall_t:1329 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.583 +2026-01-06 11:47:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:712.16 total_reward_ma:612.07 loss:-0.03236 fps:1679 +frame:2.24e+06 wall_t:1334 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.573 +2026-01-06 11:47:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:718.84 total_reward_ma:614.04 loss:-0.02752 fps:1679 +frame:2.25e+06 wall_t:1340 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.623 +2026-01-06 11:48:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:721.88 total_reward_ma:616.05 loss:-0.02366 fps:1678 +frame:2.26e+06 wall_t:1347 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.615 +2026-01-06 11:48:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:732.28 total_reward_ma:618.15 loss:-0.03133 fps:1678 +frame:2.27e+06 wall_t:1353 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.595 +2026-01-06 11:48:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:729.92 total_reward_ma:620.16 loss:-0.03354 fps:1679 +frame:2.28e+06 wall_t:1358 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.574 +2026-01-06 11:48:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:728.84 total_reward_ma:622.08 loss:-0.02997 fps:1679 +frame:2.29e+06 wall_t:1364 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.548 +2026-01-06 11:48:27 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:731.04 total_reward_ma:623.97 loss:-0.03422 fps:1679 +frame:2.30e+06 wall_t:1370 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.614 +2026-01-06 11:48:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:738.64 total_reward_ma:625.97 loss:-0.02824 fps:1680 +frame:2.31e+06 wall_t:1375 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.587 +2026-01-06 11:48:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:738.80 total_reward_ma:627.91 loss:-0.03052 fps:1680 +frame:2.32e+06 wall_t:1381 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.609 +2026-01-06 11:48:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:725.00 total_reward_ma:629.78 loss:-0.02965 fps:1680 +frame:2.33e+06 wall_t:1387 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.571 +2026-01-06 11:48:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:721.76 total_reward_ma:631.59 loss:-0.03265 fps:1680 +frame:2.34e+06 wall_t:1393 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.603 +2026-01-06 11:48:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:721.32 total_reward_ma:633.39 loss:-0.03002 fps:1680 +frame:2.35e+06 wall_t:1399 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.631 +2026-01-06 11:49:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:733.36 total_reward_ma:635.32 loss:-0.02768 fps:1680 +frame:2.36e+06 wall_t:1405 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.546 +2026-01-06 11:49:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:738.60 total_reward_ma:637.28 loss:-0.03062 fps:1680 +frame:2.37e+06 wall_t:1411 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.631 +2026-01-06 11:49:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:739.48 total_reward_ma:639.30 loss:-0.03536 fps:1681 +frame:2.38e+06 wall_t:1416 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.657 +2026-01-06 11:49:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:738.56 total_reward_ma:641.28 loss:-0.03083 fps:1682 +frame:2.39e+06 wall_t:1421 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.653 +2026-01-06 11:49:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:744.40 total_reward_ma:643.34 loss:-0.03376 fps:1682 +frame:2.40e+06 wall_t:1427 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.644 +2026-01-06 11:49:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:736.20 total_reward_ma:645.43 loss:-0.03026 fps:1682 +frame:2.41e+06 wall_t:1433 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.599 +2026-01-06 11:49:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:730.00 total_reward_ma:647.34 loss:-0.03017 fps:1683 +frame:2.42e+06 wall_t:1438 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.567 +2026-01-06 11:49:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:725.04 total_reward_ma:649.19 loss:-0.02675 fps:1683 +frame:2.43e+06 wall_t:1444 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.643 +2026-01-06 11:49:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:728.68 total_reward_ma:651.07 loss:-0.03636 fps:1683 +frame:2.44e+06 wall_t:1450 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.604 +2026-01-06 11:49:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:736.40 total_reward_ma:652.86 loss:-0.02701 fps:1683 +frame:2.45e+06 wall_t:1456 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.625 +2026-01-06 11:49:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:733.32 total_reward_ma:654.63 loss:-0.03092 fps:1684 +frame:2.46e+06 wall_t:1461 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.644 +2026-01-06 11:50:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:723.24 total_reward_ma:656.22 loss:-0.03309 fps:1684 +frame:2.47e+06 wall_t:1467 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.672 +2026-01-06 11:50:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:724.48 total_reward_ma:657.80 loss:-0.02678 fps:1685 +frame:2.48e+06 wall_t:1472 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.696 +2026-01-06 11:50:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:722.56 total_reward_ma:659.29 loss:-0.02666 fps:1685 +frame:2.49e+06 wall_t:1478 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.644 +2026-01-06 11:50:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:720.64 total_reward_ma:660.73 loss:-0.0248 fps:1686 +frame:2.50e+06 wall_t:1483 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.581 +2026-01-06 11:50:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:733.56 total_reward_ma:662.30 loss:-0.02871 fps:1686 +frame:2.51e+06 wall_t:1489 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.586 +2026-01-06 11:50:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:734.00 total_reward_ma:663.84 loss:-0.03272 fps:1686 +frame:2.52e+06 wall_t:1495 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.619 +2026-01-06 11:50:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:736.88 total_reward_ma:665.38 loss:-0.02086 fps:1687 +frame:2.53e+06 wall_t:1500 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.603 +2026-01-06 11:50:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:739.60 total_reward_ma:667.06 loss:-0.02858 fps:1687 +frame:2.54e+06 wall_t:1506 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.6 +2026-01-06 11:50:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:732.96 total_reward_ma:668.65 loss:-0.03461 fps:1685 +frame:2.55e+06 wall_t:1513 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.538 +2026-01-06 11:50:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:729.96 total_reward_ma:670.15 loss:-0.03473 fps:1685 +frame:2.56e+06 wall_t:1519 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.589 +2026-01-06 11:51:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:729.16 total_reward_ma:671.49 loss:-0.02847 fps:1685 +frame:2.57e+06 wall_t:1525 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.528 +2026-01-06 11:51:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:740.40 total_reward_ma:672.99 loss:-0.02708 fps:1686 +frame:2.58e+06 wall_t:1530 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.558 +2026-01-06 11:51:14 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:739.16 total_reward_ma:674.47 loss:-0.02741 fps:1686 +frame:2.59e+06 wall_t:1536 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.503 +2026-01-06 11:51:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:741.24 total_reward_ma:675.83 loss:-0.02834 fps:1686 +frame:2.60e+06 wall_t:1542 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.564 +2026-01-06 11:51:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:754.72 total_reward_ma:677.29 loss:-0.02276 fps:1686 +frame:2.61e+06 wall_t:1548 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.49 +2026-01-06 11:51:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:750.68 total_reward_ma:678.64 loss:-0.02686 fps:1686 +frame:2.62e+06 wall_t:1554 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.603 +2026-01-06 11:51:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:759.24 total_reward_ma:680.01 loss:-0.01979 fps:1686 +frame:2.63e+06 wall_t:1560 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.465 +2026-01-06 11:51:43 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:762.88 total_reward_ma:681.45 loss:-0.02044 fps:1686 +frame:2.64e+06 wall_t:1566 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.509 +2026-01-06 11:51:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:766.64 total_reward_ma:682.92 loss:-0.03236 fps:1687 +frame:2.65e+06 wall_t:1571 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.493 +2026-01-06 11:51:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:756.72 total_reward_ma:684.24 loss:-0.02524 fps:1687 +frame:2.66e+06 wall_t:1577 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.491 +2026-01-06 11:52:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:758.28 total_reward_ma:685.56 loss:-0.02889 fps:1688 +frame:2.67e+06 wall_t:1582 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.546 +2026-01-06 11:52:06 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:745.48 total_reward_ma:686.74 loss:-0.02807 fps:1687 +frame:2.68e+06 wall_t:1589 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.587 +2026-01-06 11:52:12 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:755.84 total_reward_ma:688.02 loss:-0.02105 fps:1687 +frame:2.69e+06 wall_t:1595 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.399 +2026-01-06 11:52:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:749.24 total_reward_ma:689.18 loss:-0.02382 fps:1686 +frame:2.70e+06 wall_t:1601 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.453 +2026-01-06 11:52:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:761.84 total_reward_ma:690.47 loss:-0.02078 fps:1687 +frame:2.71e+06 wall_t:1606 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.41 +2026-01-06 11:52:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:775.16 total_reward_ma:691.97 loss:-0.02661 fps:1687 +frame:2.72e+06 wall_t:1612 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.452 +2026-01-06 11:52:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:769.96 total_reward_ma:693.45 loss:-0.02458 fps:1687 +frame:2.73e+06 wall_t:1618 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.499 +2026-01-06 11:52:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:782.76 total_reward_ma:695.00 loss:-0.03086 fps:1687 +frame:2.74e+06 wall_t:1624 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.551 +2026-01-06 11:52:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:787.80 total_reward_ma:696.64 loss:-0.02187 fps:1687 +frame:2.75e+06 wall_t:1630 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.451 +2026-01-06 11:52:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:791.60 total_reward_ma:698.39 loss:-0.02636 fps:1687 +frame:2.76e+06 wall_t:1636 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.513 +2026-01-06 11:52:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:774.08 total_reward_ma:700.05 loss:-0.02572 fps:1687 +frame:2.77e+06 wall_t:1642 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.438 +2026-01-06 11:53:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:781.16 total_reward_ma:701.85 loss:-0.03451 fps:1688 +frame:2.78e+06 wall_t:1647 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.473 +2026-01-06 11:53:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:795.76 total_reward_ma:703.75 loss:-0.02388 fps:1688 +frame:2.79e+06 wall_t:1653 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.457 +2026-01-06 11:53:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:799.44 total_reward_ma:705.59 loss:-0.03264 fps:1688 +frame:2.80e+06 wall_t:1659 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.599 +2026-01-06 11:53:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:795.96 total_reward_ma:707.31 loss:-0.02884 fps:1688 +frame:2.81e+06 wall_t:1665 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.469 +2026-01-06 11:53:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:822.52 total_reward_ma:709.31 loss:-0.02559 fps:1688 +frame:2.82e+06 wall_t:1671 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.425 +2026-01-06 11:53:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:817.96 total_reward_ma:711.21 loss:-0.02448 fps:1689 +frame:2.83e+06 wall_t:1676 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.451 +2026-01-06 11:53:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:820.40 total_reward_ma:713.08 loss:-0.02595 fps:1688 +frame:2.84e+06 wall_t:1682 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.459 +2026-01-06 11:53:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:861.12 total_reward_ma:715.35 loss:-0.01938 fps:1689 +frame:2.85e+06 wall_t:1687 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.436 +2026-01-06 11:53:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:860.12 total_reward_ma:717.61 loss:-0.02337 fps:1689 +frame:2.86e+06 wall_t:1693 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.46 +2026-01-06 11:53:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:848.60 total_reward_ma:719.66 loss:-0.02634 fps:1690 +frame:2.87e+06 wall_t:1698 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.459 +2026-01-06 11:54:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:844.00 total_reward_ma:721.68 loss:-0.0329 fps:1690 +frame:2.88e+06 wall_t:1704 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.455 +2026-01-06 11:54:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:849.40 total_reward_ma:723.84 loss:-0.03335 fps:1691 +frame:2.89e+06 wall_t:1709 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.504 +2026-01-06 11:54:12 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:848.40 total_reward_ma:726.12 loss:-0.02322 fps:1691 +frame:2.90e+06 wall_t:1715 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.437 +2026-01-06 11:54:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:845.52 total_reward_ma:728.35 loss:-0.02274 fps:1692 +frame:2.91e+06 wall_t:1720 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.431 +2026-01-06 11:54:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:862.04 total_reward_ma:730.73 loss:-0.02525 fps:1692 +frame:2.92e+06 wall_t:1726 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.41 +2026-01-06 11:54:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:850.68 total_reward_ma:732.94 loss:-0.02991 fps:1692 +frame:2.93e+06 wall_t:1732 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.434 +2026-01-06 11:54:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:858.56 total_reward_ma:735.24 loss:-0.02619 fps:1691 +frame:2.94e+06 wall_t:1739 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.4 +2026-01-06 11:54:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:865.56 total_reward_ma:737.61 loss:-0.02618 fps:1692 +frame:2.95e+06 wall_t:1744 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.458 +2026-01-06 11:54:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:862.36 total_reward_ma:739.98 loss:-0.02812 fps:1691 +frame:2.96e+06 wall_t:1750 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.385 +2026-01-06 11:54:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:877.56 total_reward_ma:742.51 loss:-0.0228 fps:1691 +frame:2.97e+06 wall_t:1756 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.478 +2026-01-06 11:54:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:883.60 total_reward_ma:745.09 loss:-0.02375 fps:1691 +frame:2.98e+06 wall_t:1762 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.451 +2026-01-06 11:55:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:861.60 total_reward_ma:747.41 loss:-0.02682 fps:1692 +frame:2.99e+06 wall_t:1767 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.358 +2026-01-06 11:55:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_beamrider_t0_s0 [train] +total_reward:862.56 total_reward_ma:749.69 loss:-0.02649 fps:1692 +frame:3.00e+06 wall_t:1773 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.475 diff --git a/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s1.log b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..1c530cf2159e4691951dd7befbbf1b7a32dd3476 --- /dev/null +++ b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-06 11:25:35 | INFO | PID:1371 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 11:26:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:142.15 total_reward_ma:142.15 loss:-0.02928 fps:294.1 +frame:1.00e+04 wall_t:34 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.173 +2026-01-06 11:26:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:337.33 total_reward_ma:239.74 loss:-0.02764 fps:512.8 +frame:2.00e+04 wall_t:39 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.164 +2026-01-06 11:26:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:401.50 total_reward_ma:293.66 loss:-0.03446 fps:666.7 +frame:3.00e+04 wall_t:45 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.141 +2026-01-06 11:26:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:344.35 total_reward_ma:306.33 loss:-0.0312 fps:784.3 +frame:4.00e+04 wall_t:51 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.117 +2026-01-06 11:26:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:331.38 total_reward_ma:311.34 loss:-0.0279 fps:892.9 +frame:5.00e+04 wall_t:56 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.073 +2026-01-06 11:26:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:322.67 total_reward_ma:313.23 loss:-0.03248 fps:967.7 +frame:6.00e+04 wall_t:62 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.079 +2026-01-06 11:26:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:329.00 total_reward_ma:315.48 loss:-0.0341 fps:1029 +frame:7.00e+04 wall_t:68 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.064 +2026-01-06 11:26:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:327.46 total_reward_ma:316.98 loss:-0.02562 fps:1081 +frame:8.00e+04 wall_t:74 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.061 +2026-01-06 11:26:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:325.90 total_reward_ma:317.97 loss:-0.03186 fps:1139 +frame:9.00e+04 wall_t:79 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.072 +2026-01-06 11:27:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:337.24 total_reward_ma:319.90 loss:-0.03235 fps:1190 +frame:1.00e+05 wall_t:84 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.04 +2026-01-06 11:27:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:337.64 total_reward_ma:321.51 loss:-0.03525 fps:1222 +frame:1.10e+05 wall_t:90 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.03 +2026-01-06 11:27:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:338.52 total_reward_ma:322.93 loss:-0.0308 fps:1263 +frame:1.20e+05 wall_t:95 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.008 +2026-01-06 11:27:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:346.09 total_reward_ma:324.71 loss:-0.03402 fps:1300 +frame:1.30e+05 wall_t:100 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.057 +2026-01-06 11:27:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:351.63 total_reward_ma:326.63 loss:-0.03109 fps:1321 +frame:1.40e+05 wall_t:106 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.024 +2026-01-06 11:27:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:354.32 total_reward_ma:328.48 loss:-0.03224 fps:1351 +frame:1.50e+05 wall_t:111 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.013 +2026-01-06 11:27:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:343.32 total_reward_ma:329.41 loss:-0.03171 fps:1368 +frame:1.60e+05 wall_t:117 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2 +2026-01-06 11:27:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:350.36 total_reward_ma:330.64 loss:-0.03401 fps:1393 +frame:1.70e+05 wall_t:122 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.039 +2026-01-06 11:27:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:365.76 total_reward_ma:332.59 loss:-0.03188 fps:1406 +frame:1.80e+05 wall_t:128 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.011 +2026-01-06 11:27:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:373.24 total_reward_ma:334.73 loss:-0.02951 fps:1429 +frame:1.90e+05 wall_t:133 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.98 +2026-01-06 11:27:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:374.56 total_reward_ma:336.72 loss:-0.03484 fps:1439 +frame:2.00e+05 wall_t:139 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.976 +2026-01-06 11:28:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:378.52 total_reward_ma:338.71 loss:-0.03405 fps:1458 +frame:2.10e+05 wall_t:144 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.979 +2026-01-06 11:28:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:385.12 total_reward_ma:340.82 loss:-0.03319 fps:1467 +frame:2.20e+05 wall_t:150 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.957 +2026-01-06 11:28:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:382.84 total_reward_ma:342.65 loss:-0.03598 fps:1474 +frame:2.30e+05 wall_t:156 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2 +2026-01-06 11:28:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:379.32 total_reward_ma:344.18 loss:-0.0336 fps:1491 +frame:2.40e+05 wall_t:161 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.008 +2026-01-06 11:28:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:381.52 total_reward_ma:345.67 loss:-0.03613 fps:1497 +frame:2.50e+05 wall_t:167 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.014 +2026-01-06 11:28:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:386.80 total_reward_ma:347.25 loss:-0.03537 fps:1512 +frame:2.60e+05 wall_t:172 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.997 +2026-01-06 11:28:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:382.84 total_reward_ma:348.57 loss:-0.03009 fps:1517 +frame:2.70e+05 wall_t:178 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.983 +2026-01-06 11:28:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:397.32 total_reward_ma:350.31 loss:-0.03273 fps:1530 +frame:2.80e+05 wall_t:183 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.962 +2026-01-06 11:28:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:399.08 total_reward_ma:351.99 loss:-0.03383 fps:1534 +frame:2.90e+05 wall_t:189 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.969 +2026-01-06 11:28:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:402.60 total_reward_ma:353.68 loss:-0.02819 fps:1538 +frame:3.00e+05 wall_t:195 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.991 +2026-01-06 11:28:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:413.20 total_reward_ma:355.60 loss:-0.03217 fps:1550 +frame:3.10e+05 wall_t:200 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.972 +2026-01-06 11:29:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:414.08 total_reward_ma:357.43 loss:-0.0285 fps:1553 +frame:3.20e+05 wall_t:206 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.991 +2026-01-06 11:29:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:419.80 total_reward_ma:359.32 loss:-0.02592 fps:1557 +frame:3.30e+05 wall_t:212 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.961 +2026-01-06 11:29:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:419.36 total_reward_ma:361.08 loss:-0.03611 fps:1567 +frame:3.40e+05 wall_t:217 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.988 +2026-01-06 11:29:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:423.76 total_reward_ma:362.87 loss:-0.03022 fps:1577 +frame:3.50e+05 wall_t:222 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.914 +2026-01-06 11:29:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:429.04 total_reward_ma:364.71 loss:-0.03211 fps:1579 +frame:3.60e+05 wall_t:228 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.94 +2026-01-06 11:29:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:435.20 total_reward_ma:366.62 loss:-0.03111 fps:1581 +frame:3.70e+05 wall_t:234 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.913 +2026-01-06 11:29:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:449.72 total_reward_ma:368.80 loss:-0.03216 fps:1590 +frame:3.80e+05 wall_t:239 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.938 +2026-01-06 11:29:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:450.16 total_reward_ma:370.89 loss:-0.03265 fps:1592 +frame:3.90e+05 wall_t:245 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.945 +2026-01-06 11:29:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:450.16 total_reward_ma:372.87 loss:-0.02988 fps:1594 +frame:4.00e+05 wall_t:251 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.94 +2026-01-06 11:29:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:465.68 total_reward_ma:375.13 loss:-0.03346 fps:1602 +frame:4.10e+05 wall_t:256 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.933 +2026-01-06 11:29:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:462.28 total_reward_ma:377.21 loss:-0.03195 fps:1609 +frame:4.20e+05 wall_t:261 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.954 +2026-01-06 11:30:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:465.36 total_reward_ma:379.26 loss:-0.03635 fps:1617 +frame:4.30e+05 wall_t:266 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.907 +2026-01-06 11:30:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:467.64 total_reward_ma:381.27 loss:-0.02998 fps:1618 +frame:4.40e+05 wall_t:272 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.942 +2026-01-06 11:30:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:458.36 total_reward_ma:382.98 loss:-0.03361 fps:1619 +frame:4.50e+05 wall_t:278 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.872 +2026-01-06 11:30:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:460.56 total_reward_ma:384.67 loss:-0.02755 fps:1620 +frame:4.60e+05 wall_t:284 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.842 +2026-01-06 11:30:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:462.76 total_reward_ma:386.33 loss:-0.02488 fps:1626 +frame:4.70e+05 wall_t:289 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.814 +2026-01-06 11:30:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:473.32 total_reward_ma:388.14 loss:-0.03232 fps:1627 +frame:4.80e+05 wall_t:295 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.815 +2026-01-06 11:30:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:480.44 total_reward_ma:390.03 loss:-0.03136 fps:1628 +frame:4.90e+05 wall_t:301 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.846 +2026-01-06 11:30:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:477.00 total_reward_ma:391.77 loss:-0.0273 fps:1629 +frame:5.00e+05 wall_t:307 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.825 +2026-01-06 11:30:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:474.40 total_reward_ma:393.39 loss:-0.02917 fps:1629 +frame:5.10e+05 wall_t:313 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.803 +2026-01-06 11:30:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:470.44 total_reward_ma:394.87 loss:-0.03522 fps:1635 +frame:5.20e+05 wall_t:318 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.81 +2026-01-06 11:31:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:474.84 total_reward_ma:396.38 loss:-0.02974 fps:1636 +frame:5.30e+05 wall_t:324 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.82 +2026-01-06 11:31:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:475.28 total_reward_ma:397.84 loss:-0.02699 fps:1636 +frame:5.40e+05 wall_t:330 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.801 +2026-01-06 11:31:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:468.56 total_reward_ma:399.12 loss:-0.03146 fps:1642 +frame:5.50e+05 wall_t:335 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.762 +2026-01-06 11:31:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:465.80 total_reward_ma:400.31 loss:-0.02465 fps:1642 +frame:5.60e+05 wall_t:341 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.753 +2026-01-06 11:31:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:470.64 total_reward_ma:401.55 loss:-0.02654 fps:1647 +frame:5.70e+05 wall_t:346 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.699 +2026-01-06 11:31:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:471.00 total_reward_ma:402.75 loss:-0.03167 fps:1652 +frame:5.80e+05 wall_t:351 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.717 +2026-01-06 11:31:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:470.12 total_reward_ma:403.89 loss:-0.02342 fps:1653 +frame:5.90e+05 wall_t:357 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.731 +2026-01-06 11:31:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:485.00 total_reward_ma:405.24 loss:-0.02675 fps:1657 +frame:6.00e+05 wall_t:362 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.792 +2026-01-06 11:31:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:488.92 total_reward_ma:406.61 loss:-0.02618 fps:1658 +frame:6.10e+05 wall_t:368 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.83 +2026-01-06 11:31:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:487.16 total_reward_ma:407.91 loss:-0.02851 fps:1662 +frame:6.20e+05 wall_t:373 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.8 +2026-01-06 11:31:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:484.00 total_reward_ma:409.12 loss:-0.02793 fps:1662 +frame:6.30e+05 wall_t:379 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.732 +2026-01-06 11:32:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:488.32 total_reward_ma:410.36 loss:-0.03239 fps:1667 +frame:6.40e+05 wall_t:384 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.729 +2026-01-06 11:32:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:490.48 total_reward_ma:411.59 loss:-0.02955 fps:1667 +frame:6.50e+05 wall_t:390 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.789 +2026-01-06 11:32:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:493.56 total_reward_ma:412.83 loss:-0.03191 fps:1667 +frame:6.60e+05 wall_t:396 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.773 +2026-01-06 11:32:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:489.60 total_reward_ma:413.98 loss:-0.03079 fps:1671 +frame:6.70e+05 wall_t:401 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.834 +2026-01-06 11:32:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:495.32 total_reward_ma:415.17 loss:-0.03392 fps:1671 +frame:6.80e+05 wall_t:407 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.84 +2026-01-06 11:32:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:488.72 total_reward_ma:416.24 loss:-0.02627 fps:1675 +frame:6.90e+05 wall_t:412 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.771 +2026-01-06 11:32:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:489.16 total_reward_ma:417.28 loss:-0.0323 fps:1679 +frame:7.00e+05 wall_t:417 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.792 +2026-01-06 11:32:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:483.88 total_reward_ma:418.22 loss:-0.03341 fps:1678 +frame:7.10e+05 wall_t:423 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.826 +2026-01-06 11:32:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:479.92 total_reward_ma:419.07 loss:-0.03136 fps:1678 +frame:7.20e+05 wall_t:429 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.836 +2026-01-06 11:32:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:477.08 total_reward_ma:419.87 loss:-0.03451 fps:1678 +frame:7.30e+05 wall_t:435 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.77 +2026-01-06 11:32:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:464.68 total_reward_ma:420.47 loss:-0.028 fps:1682 +frame:7.40e+05 wall_t:440 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.772 +2026-01-06 11:33:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:455.48 total_reward_ma:420.94 loss:-0.0316 fps:1682 +frame:7.50e+05 wall_t:446 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.782 +2026-01-06 11:33:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:455.52 total_reward_ma:421.40 loss:-0.03039 fps:1681 +frame:7.60e+05 wall_t:452 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.737 +2026-01-06 11:33:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:457.72 total_reward_ma:421.87 loss:-0.03367 fps:1685 +frame:7.70e+05 wall_t:457 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.789 +2026-01-06 11:33:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:473.08 total_reward_ma:422.52 loss:-0.03589 fps:1685 +frame:7.80e+05 wall_t:463 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.822 +2026-01-06 11:33:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:467.36 total_reward_ma:423.09 loss:-0.03148 fps:1688 +frame:7.90e+05 wall_t:468 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.777 +2026-01-06 11:33:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:462.60 total_reward_ma:423.59 loss:-0.03337 fps:1688 +frame:8.00e+05 wall_t:474 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.822 +2026-01-06 11:33:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:465.88 total_reward_ma:424.11 loss:-0.03276 fps:1691 +frame:8.10e+05 wall_t:479 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.782 +2026-01-06 11:33:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:454.00 total_reward_ma:424.47 loss:-0.02636 fps:1694 +frame:8.20e+05 wall_t:484 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.759 +2026-01-06 11:33:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:459.72 total_reward_ma:424.90 loss:-0.03274 fps:1694 +frame:8.30e+05 wall_t:490 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.795 +2026-01-06 11:33:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:459.80 total_reward_ma:425.31 loss:-0.02808 fps:1697 +frame:8.40e+05 wall_t:495 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.848 +2026-01-06 11:33:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:464.64 total_reward_ma:425.78 loss:-0.03504 fps:1700 +frame:8.50e+05 wall_t:500 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.811 +2026-01-06 11:34:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:470.36 total_reward_ma:426.29 loss:-0.03282 fps:1703 +frame:8.60e+05 wall_t:505 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.81 +2026-01-06 11:34:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:467.20 total_reward_ma:426.76 loss:-0.03493 fps:1703 +frame:8.70e+05 wall_t:511 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.793 +2026-01-06 11:34:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:468.08 total_reward_ma:427.23 loss:-0.0311 fps:1705 +frame:8.80e+05 wall_t:516 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.812 +2026-01-06 11:34:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:476.00 total_reward_ma:427.78 loss:-0.02861 fps:1705 +frame:8.90e+05 wall_t:522 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.799 +2026-01-06 11:34:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:475.96 total_reward_ma:428.32 loss:-0.03067 fps:1708 +frame:9.00e+05 wall_t:527 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.815 +2026-01-06 11:34:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:475.76 total_reward_ma:428.84 loss:-0.03248 fps:1711 +frame:9.10e+05 wall_t:532 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.864 +2026-01-06 11:34:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:471.92 total_reward_ma:429.31 loss:-0.03574 fps:1710 +frame:9.20e+05 wall_t:538 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.855 +2026-01-06 11:34:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:478.96 total_reward_ma:429.84 loss:-0.03006 fps:1710 +frame:9.30e+05 wall_t:544 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.857 +2026-01-06 11:34:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:477.12 total_reward_ma:430.34 loss:-0.03399 fps:1712 +frame:9.40e+05 wall_t:549 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.804 +2026-01-06 11:34:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:477.84 total_reward_ma:430.84 loss:-0.03379 fps:1712 +frame:9.50e+05 wall_t:555 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.775 +2026-01-06 11:34:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:483.32 total_reward_ma:431.39 loss:-0.034 fps:1714 +frame:9.60e+05 wall_t:560 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.761 +2026-01-06 11:35:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:496.32 total_reward_ma:432.06 loss:-0.02999 fps:1714 +frame:9.70e+05 wall_t:566 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.814 +2026-01-06 11:35:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:515.24 total_reward_ma:432.91 loss:-0.03194 fps:1713 +frame:9.80e+05 wall_t:572 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.771 +2026-01-06 11:35:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:520.96 total_reward_ma:433.80 loss:-0.02584 fps:1716 +frame:9.90e+05 wall_t:577 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.743 +2026-01-06 11:35:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:520.36 total_reward_ma:434.66 loss:-0.03343 fps:1715 +frame:1.00e+06 wall_t:583 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.756 +2026-01-06 11:35:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:522.12 total_reward_ma:438.46 loss:-0.03143 fps:1715 +frame:1.01e+06 wall_t:589 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.744 +2026-01-06 11:35:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:521.76 total_reward_ma:440.31 loss:-0.02825 fps:1717 +frame:1.02e+06 wall_t:594 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.753 +2026-01-06 11:35:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:522.64 total_reward_ma:441.52 loss:-0.03241 fps:1720 +frame:1.03e+06 wall_t:599 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.77 +2026-01-06 11:35:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:519.56 total_reward_ma:443.27 loss:-0.03109 fps:1719 +frame:1.04e+06 wall_t:605 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.737 +2026-01-06 11:35:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:525.28 total_reward_ma:445.21 loss:-0.03022 fps:1721 +frame:1.05e+06 wall_t:610 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.718 +2026-01-06 11:35:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:525.04 total_reward_ma:447.23 loss:-0.03211 fps:1721 +frame:1.06e+06 wall_t:616 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.731 +2026-01-06 11:35:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:517.92 total_reward_ma:449.12 loss:-0.03443 fps:1720 +frame:1.07e+06 wall_t:622 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.666 +2026-01-06 11:36:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:510.56 total_reward_ma:450.95 loss:-0.02861 fps:1722 +frame:1.08e+06 wall_t:627 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.717 +2026-01-06 11:36:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:520.28 total_reward_ma:452.90 loss:-0.03198 fps:1722 +frame:1.09e+06 wall_t:633 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.755 +2026-01-06 11:36:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:513.20 total_reward_ma:454.66 loss:-0.0283 fps:1721 +frame:1.10e+06 wall_t:639 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.728 +2026-01-06 11:36:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:508.20 total_reward_ma:456.36 loss:-0.02999 fps:1724 +frame:1.11e+06 wall_t:644 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.706 +2026-01-06 11:36:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:491.72 total_reward_ma:457.89 loss:-0.03602 fps:1723 +frame:1.12e+06 wall_t:650 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.744 +2026-01-06 11:36:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:481.72 total_reward_ma:459.25 loss:-0.02804 fps:1723 +frame:1.13e+06 wall_t:656 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.732 +2026-01-06 11:36:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:469.48 total_reward_ma:460.43 loss:-0.03393 fps:1725 +frame:1.14e+06 wall_t:661 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.792 +2026-01-06 11:36:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:469.04 total_reward_ma:461.58 loss:-0.02838 fps:1724 +frame:1.15e+06 wall_t:667 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.714 +2026-01-06 11:36:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:465.60 total_reward_ma:462.80 loss:-0.03215 fps:1726 +frame:1.16e+06 wall_t:672 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.713 +2026-01-06 11:36:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:466.00 total_reward_ma:463.96 loss:-0.02808 fps:1728 +frame:1.17e+06 wall_t:677 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.743 +2026-01-06 11:37:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:469.16 total_reward_ma:464.99 loss:-0.0313 fps:1728 +frame:1.18e+06 wall_t:683 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.759 +2026-01-06 11:37:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:475.56 total_reward_ma:466.01 loss:-0.03927 fps:1730 +frame:1.19e+06 wall_t:688 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.753 +2026-01-06 11:37:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:473.92 total_reward_ma:467.01 loss:-0.0354 fps:1732 +frame:1.20e+06 wall_t:693 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.783 +2026-01-06 11:37:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:474.40 total_reward_ma:467.97 loss:-0.03095 fps:1729 +frame:1.21e+06 wall_t:700 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.782 +2026-01-06 11:37:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:478.52 total_reward_ma:468.90 loss:-0.03364 fps:1730 +frame:1.22e+06 wall_t:705 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.783 +2026-01-06 11:37:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:472.20 total_reward_ma:469.79 loss:-0.02984 fps:1730 +frame:1.23e+06 wall_t:711 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.778 +2026-01-06 11:37:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:478.56 total_reward_ma:470.79 loss:-0.02785 fps:1732 +frame:1.24e+06 wall_t:716 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.776 +2026-01-06 11:37:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:486.24 total_reward_ma:471.83 loss:-0.03302 fps:1734 +frame:1.25e+06 wall_t:721 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.812 +2026-01-06 11:37:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:486.96 total_reward_ma:472.83 loss:-0.03796 fps:1733 +frame:1.26e+06 wall_t:727 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.801 +2026-01-06 11:37:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:486.52 total_reward_ma:473.87 loss:-0.02869 fps:1733 +frame:1.27e+06 wall_t:733 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.748 +2026-01-06 11:37:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:483.76 total_reward_ma:474.74 loss:-0.03685 fps:1734 +frame:1.28e+06 wall_t:738 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.773 +2026-01-06 11:38:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:493.00 total_reward_ma:475.67 loss:-0.03267 fps:1736 +frame:1.29e+06 wall_t:743 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.782 +2026-01-06 11:38:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:502.72 total_reward_ma:476.68 loss:-0.02948 fps:1736 +frame:1.30e+06 wall_t:749 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.811 +2026-01-06 11:38:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:498.20 total_reward_ma:477.53 loss:-0.03076 fps:1737 +frame:1.31e+06 wall_t:754 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.793 +2026-01-06 11:38:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:505.32 total_reward_ma:478.44 loss:-0.02435 fps:1737 +frame:1.32e+06 wall_t:760 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.733 +2026-01-06 11:38:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:507.44 total_reward_ma:479.31 loss:-0.03134 fps:1736 +frame:1.33e+06 wall_t:766 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.735 +2026-01-06 11:38:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:506.64 total_reward_ma:480.19 loss:-0.02788 fps:1736 +frame:1.34e+06 wall_t:772 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.708 +2026-01-06 11:38:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:504.76 total_reward_ma:481.00 loss:-0.03384 fps:1735 +frame:1.35e+06 wall_t:778 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.74 +2026-01-06 11:38:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:509.68 total_reward_ma:481.80 loss:-0.03633 fps:1737 +frame:1.36e+06 wall_t:783 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.793 +2026-01-06 11:38:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:513.64 total_reward_ma:482.59 loss:-0.03217 fps:1739 +frame:1.37e+06 wall_t:788 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.817 +2026-01-06 11:38:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:522.28 total_reward_ma:483.31 loss:-0.03701 fps:1738 +frame:1.38e+06 wall_t:794 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.746 +2026-01-06 11:38:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:521.96 total_reward_ma:484.03 loss:-0.03175 fps:1740 +frame:1.39e+06 wall_t:799 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.726 +2026-01-06 11:39:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:521.44 total_reward_ma:484.74 loss:-0.03112 fps:1739 +frame:1.40e+06 wall_t:805 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.762 +2026-01-06 11:39:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:519.80 total_reward_ma:485.29 loss:-0.03219 fps:1741 +frame:1.41e+06 wall_t:810 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.721 +2026-01-06 11:39:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:531.00 total_reward_ma:485.97 loss:-0.03367 fps:1742 +frame:1.42e+06 wall_t:815 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.743 +2026-01-06 11:39:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:535.84 total_reward_ma:486.68 loss:-0.03081 fps:1742 +frame:1.43e+06 wall_t:821 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.75 +2026-01-06 11:39:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:548.88 total_reward_ma:487.49 loss:-0.03424 fps:1741 +frame:1.44e+06 wall_t:827 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.775 +2026-01-06 11:39:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:552.20 total_reward_ma:488.43 loss:-0.03134 fps:1743 +frame:1.45e+06 wall_t:832 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.78 +2026-01-06 11:39:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:549.56 total_reward_ma:489.32 loss:-0.02832 fps:1744 +frame:1.46e+06 wall_t:837 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.76 +2026-01-06 11:39:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:554.40 total_reward_ma:490.24 loss:-0.03399 fps:1744 +frame:1.47e+06 wall_t:843 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.741 +2026-01-06 11:39:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:563.08 total_reward_ma:491.13 loss:-0.03314 fps:1743 +frame:1.48e+06 wall_t:849 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.736 +2026-01-06 11:39:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:553.76 total_reward_ma:491.87 loss:-0.0345 fps:1743 +frame:1.49e+06 wall_t:855 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.726 +2026-01-06 11:39:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:554.80 total_reward_ma:492.64 loss:-0.03534 fps:1742 +frame:1.50e+06 wall_t:861 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.706 +2026-01-06 11:40:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:552.04 total_reward_ma:493.42 loss:-0.03366 fps:1744 +frame:1.51e+06 wall_t:866 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.728 +2026-01-06 11:40:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:557.32 total_reward_ma:494.29 loss:-0.02647 fps:1743 +frame:1.52e+06 wall_t:872 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.782 +2026-01-06 11:40:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:563.32 total_reward_ma:495.17 loss:-0.03218 fps:1743 +frame:1.53e+06 wall_t:878 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.717 +2026-01-06 11:40:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:567.80 total_reward_ma:496.10 loss:-0.03583 fps:1742 +frame:1.54e+06 wall_t:884 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.742 +2026-01-06 11:40:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:575.48 total_reward_ma:497.17 loss:-0.03384 fps:1742 +frame:1.55e+06 wall_t:890 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.774 +2026-01-06 11:40:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:571.92 total_reward_ma:498.23 loss:-0.03426 fps:1743 +frame:1.56e+06 wall_t:895 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.765 +2026-01-06 11:40:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:582.12 total_reward_ma:499.34 loss:-0.03482 fps:1743 +frame:1.57e+06 wall_t:901 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.774 +2026-01-06 11:40:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:586.96 total_reward_ma:500.50 loss:-0.03183 fps:1742 +frame:1.58e+06 wall_t:907 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.752 +2026-01-06 11:40:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:578.88 total_reward_ma:501.59 loss:-0.03341 fps:1742 +frame:1.59e+06 wall_t:913 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.708 +2026-01-06 11:40:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:573.60 total_reward_ma:502.48 loss:-0.03235 fps:1743 +frame:1.60e+06 wall_t:918 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.679 +2026-01-06 11:41:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:574.00 total_reward_ma:503.33 loss:-0.03124 fps:1742 +frame:1.61e+06 wall_t:924 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.758 +2026-01-06 11:41:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:577.28 total_reward_ma:504.23 loss:-0.03627 fps:1742 +frame:1.62e+06 wall_t:930 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.714 +2026-01-06 11:41:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:578.64 total_reward_ma:505.18 loss:-0.03349 fps:1743 +frame:1.63e+06 wall_t:935 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.712 +2026-01-06 11:41:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:589.00 total_reward_ma:506.18 loss:-0.03406 fps:1745 +frame:1.64e+06 wall_t:940 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.783 +2026-01-06 11:41:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:584.76 total_reward_ma:507.13 loss:-0.03569 fps:1744 +frame:1.65e+06 wall_t:946 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.792 +2026-01-06 11:41:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:593.56 total_reward_ma:508.13 loss:-0.03161 fps:1746 +frame:1.66e+06 wall_t:951 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.759 +2026-01-06 11:41:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:592.60 total_reward_ma:509.16 loss:-0.03222 fps:1745 +frame:1.67e+06 wall_t:957 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.726 +2026-01-06 11:41:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:593.48 total_reward_ma:510.14 loss:-0.02889 fps:1745 +frame:1.68e+06 wall_t:963 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.751 +2026-01-06 11:41:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:590.84 total_reward_ma:511.16 loss:-0.03679 fps:1744 +frame:1.69e+06 wall_t:969 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.765 +2026-01-06 11:41:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:587.52 total_reward_ma:512.14 loss:-0.03592 fps:1745 +frame:1.70e+06 wall_t:974 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.817 +2026-01-06 11:41:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:579.56 total_reward_ma:513.10 loss:-0.02922 fps:1747 +frame:1.71e+06 wall_t:979 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.779 +2026-01-06 11:42:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:589.72 total_reward_ma:514.20 loss:-0.03458 fps:1748 +frame:1.72e+06 wall_t:984 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.744 +2026-01-06 11:42:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:601.04 total_reward_ma:515.44 loss:-0.03317 fps:1747 +frame:1.73e+06 wall_t:990 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.741 +2026-01-06 11:42:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:605.32 total_reward_ma:516.84 loss:-0.03409 fps:1747 +frame:1.74e+06 wall_t:996 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.729 +2026-01-06 11:42:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:612.52 total_reward_ma:518.41 loss:-0.03014 fps:1748 +frame:1.75e+06 wall_t:1001 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.729 +2026-01-06 11:42:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:623.96 total_reward_ma:520.10 loss:-0.03215 fps:1748 +frame:1.76e+06 wall_t:1007 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.703 +2026-01-06 11:42:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:628.36 total_reward_ma:521.80 loss:-0.03753 fps:1747 +frame:1.77e+06 wall_t:1013 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.766 +2026-01-06 11:42:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:635.56 total_reward_ma:523.43 loss:-0.02989 fps:1749 +frame:1.78e+06 wall_t:1018 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.764 +2026-01-06 11:42:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:637.92 total_reward_ma:525.13 loss:-0.03292 fps:1748 +frame:1.79e+06 wall_t:1024 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.731 +2026-01-06 11:42:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:629.36 total_reward_ma:526.80 loss:-0.03325 fps:1749 +frame:1.80e+06 wall_t:1029 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.76 +2026-01-06 11:42:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:636.40 total_reward_ma:528.51 loss:-0.03636 fps:1749 +frame:1.81e+06 wall_t:1035 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.767 +2026-01-06 11:42:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:635.40 total_reward_ma:530.32 loss:-0.03618 fps:1748 +frame:1.82e+06 wall_t:1041 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.809 +2026-01-06 11:43:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:636.08 total_reward_ma:532.08 loss:-0.03727 fps:1750 +frame:1.83e+06 wall_t:1046 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.76 +2026-01-06 11:43:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:640.40 total_reward_ma:533.89 loss:-0.03548 fps:1749 +frame:1.84e+06 wall_t:1052 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.763 +2026-01-06 11:43:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:650.52 total_reward_ma:535.75 loss:-0.03132 fps:1749 +frame:1.85e+06 wall_t:1058 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.726 +2026-01-06 11:43:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:659.04 total_reward_ma:537.64 loss:-0.02727 fps:1750 +frame:1.86e+06 wall_t:1063 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.715 +2026-01-06 11:43:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:666.44 total_reward_ma:539.63 loss:-0.03029 fps:1749 +frame:1.87e+06 wall_t:1069 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.726 +2026-01-06 11:43:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:668.72 total_reward_ma:541.64 loss:-0.03024 fps:1750 +frame:1.88e+06 wall_t:1074 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.773 +2026-01-06 11:43:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:670.76 total_reward_ma:543.58 loss:-0.03517 fps:1750 +frame:1.89e+06 wall_t:1080 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.748 +2026-01-06 11:43:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:664.88 total_reward_ma:545.47 loss:-0.03277 fps:1751 +frame:1.90e+06 wall_t:1085 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.705 +2026-01-06 11:43:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:656.36 total_reward_ma:547.28 loss:-0.03224 fps:1751 +frame:1.91e+06 wall_t:1091 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.693 +2026-01-06 11:43:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:659.84 total_reward_ma:549.16 loss:-0.02627 fps:1749 +frame:1.92e+06 wall_t:1098 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.679 +2026-01-06 11:44:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:654.64 total_reward_ma:550.91 loss:-0.03482 fps:1748 +frame:1.93e+06 wall_t:1104 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.819 +2026-01-06 11:44:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:638.44 total_reward_ma:552.53 loss:-0.03161 fps:1749 +frame:1.94e+06 wall_t:1109 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.759 +2026-01-06 11:44:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:640.20 total_reward_ma:554.15 loss:-0.03582 fps:1749 +frame:1.95e+06 wall_t:1115 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.749 +2026-01-06 11:44:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:635.36 total_reward_ma:555.67 loss:-0.03514 fps:1748 +frame:1.96e+06 wall_t:1121 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.729 +2026-01-06 11:44:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:637.92 total_reward_ma:557.09 loss:-0.03346 fps:1750 +frame:1.97e+06 wall_t:1126 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.779 +2026-01-06 11:44:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:650.56 total_reward_ma:558.44 loss:-0.03081 fps:1751 +frame:1.98e+06 wall_t:1131 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.815 +2026-01-06 11:44:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:667.72 total_reward_ma:559.91 loss:-0.03203 fps:1750 +frame:1.99e+06 wall_t:1137 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.756 +2026-01-06 11:44:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:670.60 total_reward_ma:561.41 loss:-0.0287 fps:1750 +frame:2.00e+06 wall_t:1143 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.736 +2026-01-06 11:44:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:675.80 total_reward_ma:562.95 loss:-0.03107 fps:1749 +frame:2.01e+06 wall_t:1149 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.702 +2026-01-06 11:44:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:671.24 total_reward_ma:564.44 loss:-0.03337 fps:1750 +frame:2.02e+06 wall_t:1154 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.806 +2026-01-06 11:44:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:667.48 total_reward_ma:565.89 loss:-0.03827 fps:1752 +frame:2.03e+06 wall_t:1159 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.752 +2026-01-06 11:45:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:671.36 total_reward_ma:567.41 loss:-0.03336 fps:1751 +frame:2.04e+06 wall_t:1165 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.773 +2026-01-06 11:45:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:661.36 total_reward_ma:568.77 loss:-0.03592 fps:1752 +frame:2.05e+06 wall_t:1170 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.714 +2026-01-06 11:45:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:663.52 total_reward_ma:570.15 loss:-0.03283 fps:1753 +frame:2.06e+06 wall_t:1175 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.701 +2026-01-06 11:45:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:654.96 total_reward_ma:571.52 loss:-0.039 fps:1753 +frame:2.07e+06 wall_t:1181 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.729 +2026-01-06 11:45:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:670.76 total_reward_ma:573.13 loss:-0.03752 fps:1754 +frame:2.08e+06 wall_t:1186 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.781 +2026-01-06 11:45:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:672.52 total_reward_ma:574.65 loss:-0.03288 fps:1755 +frame:2.09e+06 wall_t:1191 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.726 +2026-01-06 11:45:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:677.20 total_reward_ma:576.29 loss:-0.03417 fps:1754 +frame:2.10e+06 wall_t:1197 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.794 +2026-01-06 11:45:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:678.08 total_reward_ma:577.99 loss:-0.03595 fps:1754 +frame:2.11e+06 wall_t:1203 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.801 +2026-01-06 11:45:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:686.00 total_reward_ma:579.93 loss:-0.0357 fps:1754 +frame:2.12e+06 wall_t:1209 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.748 +2026-01-06 11:45:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:685.72 total_reward_ma:581.97 loss:-0.03702 fps:1753 +frame:2.13e+06 wall_t:1215 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.745 +2026-01-06 11:45:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:691.28 total_reward_ma:584.19 loss:-0.03686 fps:1754 +frame:2.14e+06 wall_t:1220 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.746 +2026-01-06 11:46:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:682.84 total_reward_ma:586.33 loss:-0.02927 fps:1754 +frame:2.15e+06 wall_t:1226 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.766 +2026-01-06 11:46:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:686.88 total_reward_ma:588.54 loss:-0.03155 fps:1753 +frame:2.16e+06 wall_t:1232 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.695 +2026-01-06 11:46:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:684.72 total_reward_ma:590.73 loss:-0.03344 fps:1754 +frame:2.17e+06 wall_t:1237 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.7 +2026-01-06 11:46:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:687.32 total_reward_ma:592.91 loss:-0.02965 fps:1755 +frame:2.18e+06 wall_t:1242 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.749 +2026-01-06 11:46:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:684.68 total_reward_ma:595.00 loss:-0.03624 fps:1755 +frame:2.19e+06 wall_t:1248 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.745 +2026-01-06 11:46:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:675.80 total_reward_ma:597.02 loss:-0.03615 fps:1756 +frame:2.20e+06 wall_t:1253 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.728 +2026-01-06 11:46:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:679.84 total_reward_ma:599.07 loss:-0.03364 fps:1755 +frame:2.21e+06 wall_t:1259 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.729 +2026-01-06 11:46:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:685.92 total_reward_ma:601.15 loss:-0.03453 fps:1756 +frame:2.22e+06 wall_t:1264 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.757 +2026-01-06 11:46:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:701.68 total_reward_ma:603.44 loss:-0.02862 fps:1757 +frame:2.23e+06 wall_t:1269 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.729 +2026-01-06 11:46:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:709.56 total_reward_ma:605.75 loss:-0.03164 fps:1757 +frame:2.24e+06 wall_t:1275 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.784 +2026-01-06 11:46:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:725.28 total_reward_ma:608.14 loss:-0.03158 fps:1756 +frame:2.25e+06 wall_t:1281 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.675 +2026-01-06 11:47:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:714.48 total_reward_ma:610.42 loss:-0.02743 fps:1756 +frame:2.26e+06 wall_t:1287 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.691 +2026-01-06 11:47:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:719.76 total_reward_ma:612.75 loss:-0.031 fps:1756 +frame:2.27e+06 wall_t:1293 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.756 +2026-01-06 11:47:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:733.28 total_reward_ma:615.24 loss:-0.03664 fps:1757 +frame:2.28e+06 wall_t:1298 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.737 +2026-01-06 11:47:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:726.64 total_reward_ma:617.58 loss:-0.03103 fps:1756 +frame:2.29e+06 wall_t:1304 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.72 +2026-01-06 11:47:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:726.00 total_reward_ma:619.81 loss:-0.03255 fps:1757 +frame:2.30e+06 wall_t:1309 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.704 +2026-01-06 11:47:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:736.04 total_reward_ma:622.19 loss:-0.02741 fps:1758 +frame:2.31e+06 wall_t:1314 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.668 +2026-01-06 11:47:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:738.24 total_reward_ma:624.52 loss:-0.03425 fps:1758 +frame:2.32e+06 wall_t:1320 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.668 +2026-01-06 11:47:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:735.28 total_reward_ma:626.80 loss:-0.02669 fps:1757 +frame:2.33e+06 wall_t:1326 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.686 +2026-01-06 11:47:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:723.72 total_reward_ma:628.97 loss:-0.03274 fps:1757 +frame:2.34e+06 wall_t:1332 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.649 +2026-01-06 11:47:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:723.12 total_reward_ma:631.15 loss:-0.03022 fps:1758 +frame:2.35e+06 wall_t:1337 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.526 +2026-01-06 11:48:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:723.96 total_reward_ma:633.30 loss:-0.03024 fps:1757 +frame:2.36e+06 wall_t:1343 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.68 +2026-01-06 11:48:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:719.60 total_reward_ma:635.36 loss:-0.03126 fps:1758 +frame:2.37e+06 wall_t:1348 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.587 +2026-01-06 11:48:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:731.20 total_reward_ma:637.45 loss:-0.02357 fps:1758 +frame:2.38e+06 wall_t:1354 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.567 +2026-01-06 11:48:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:728.04 total_reward_ma:639.51 loss:-0.02934 fps:1759 +frame:2.39e+06 wall_t:1359 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.589 +2026-01-06 11:48:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:719.24 total_reward_ma:641.48 loss:-0.03355 fps:1760 +frame:2.40e+06 wall_t:1364 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.613 +2026-01-06 11:48:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:701.36 total_reward_ma:643.30 loss:-0.03203 fps:1759 +frame:2.41e+06 wall_t:1370 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.633 +2026-01-06 11:48:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:700.60 total_reward_ma:645.00 loss:-0.03028 fps:1760 +frame:2.42e+06 wall_t:1375 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.673 +2026-01-06 11:48:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:711.88 total_reward_ma:646.76 loss:-0.03704 fps:1760 +frame:2.43e+06 wall_t:1381 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.688 +2026-01-06 11:48:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:715.56 total_reward_ma:648.42 loss:-0.02884 fps:1759 +frame:2.44e+06 wall_t:1387 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.651 +2026-01-06 11:48:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:712.40 total_reward_ma:650.03 loss:-0.0278 fps:1760 +frame:2.45e+06 wall_t:1392 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.662 +2026-01-06 11:48:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:715.96 total_reward_ma:651.69 loss:-0.03002 fps:1760 +frame:2.46e+06 wall_t:1398 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.626 +2026-01-06 11:49:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:714.32 total_reward_ma:653.29 loss:-0.02699 fps:1759 +frame:2.47e+06 wall_t:1404 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.651 +2026-01-06 11:49:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:714.32 total_reward_ma:654.80 loss:-0.03139 fps:1761 +frame:2.48e+06 wall_t:1408 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.554 +2026-01-06 11:49:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:710.24 total_reward_ma:656.37 loss:-0.03638 fps:1761 +frame:2.49e+06 wall_t:1414 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.635 +2026-01-06 11:49:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:733.56 total_reward_ma:658.15 loss:-0.02943 fps:1762 +frame:2.50e+06 wall_t:1419 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.526 +2026-01-06 11:49:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:732.12 total_reward_ma:659.95 loss:-0.03074 fps:1761 +frame:2.51e+06 wall_t:1425 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.634 +2026-01-06 11:49:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:750.52 total_reward_ma:661.89 loss:-0.0264 fps:1762 +frame:2.52e+06 wall_t:1430 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.56 +2026-01-06 11:49:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:760.16 total_reward_ma:663.85 loss:-0.03087 fps:1762 +frame:2.53e+06 wall_t:1436 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.532 +2026-01-06 11:49:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:764.16 total_reward_ma:665.82 loss:-0.03231 fps:1763 +frame:2.54e+06 wall_t:1441 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.621 +2026-01-06 11:49:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:764.32 total_reward_ma:667.71 loss:-0.0308 fps:1762 +frame:2.55e+06 wall_t:1447 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.528 +2026-01-06 11:49:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:769.36 total_reward_ma:669.68 loss:-0.03428 fps:1763 +frame:2.56e+06 wall_t:1452 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.631 +2026-01-06 11:49:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:775.56 total_reward_ma:671.62 loss:-0.03165 fps:1764 +frame:2.57e+06 wall_t:1457 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.648 +2026-01-06 11:49:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:781.76 total_reward_ma:673.56 loss:-0.0324 fps:1765 +frame:2.58e+06 wall_t:1462 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.661 +2026-01-06 11:50:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:782.72 total_reward_ma:675.60 loss:-0.03501 fps:1764 +frame:2.59e+06 wall_t:1468 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.584 +2026-01-06 11:50:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:791.56 total_reward_ma:677.78 loss:-0.03016 fps:1765 +frame:2.60e+06 wall_t:1473 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.654 +2026-01-06 11:50:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:810.44 total_reward_ma:680.15 loss:-0.03334 fps:1766 +frame:2.61e+06 wall_t:1478 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.665 +2026-01-06 11:50:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:821.80 total_reward_ma:682.59 loss:-0.0249 fps:1765 +frame:2.62e+06 wall_t:1484 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.64 +2026-01-06 11:50:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:816.20 total_reward_ma:684.97 loss:-0.03395 fps:1766 +frame:2.63e+06 wall_t:1489 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.598 +2026-01-06 11:50:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:812.36 total_reward_ma:687.20 loss:-0.03074 fps:1766 +frame:2.64e+06 wall_t:1495 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.658 +2026-01-06 11:50:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:826.40 total_reward_ma:689.62 loss:-0.03274 fps:1767 +frame:2.65e+06 wall_t:1500 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.579 +2026-01-06 11:50:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:840.80 total_reward_ma:692.09 loss:-0.02803 fps:1767 +frame:2.66e+06 wall_t:1505 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.594 +2026-01-06 11:50:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:853.52 total_reward_ma:694.70 loss:-0.0301 fps:1767 +frame:2.67e+06 wall_t:1511 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.589 +2026-01-06 11:50:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:845.52 total_reward_ma:697.22 loss:-0.02828 fps:1767 +frame:2.68e+06 wall_t:1517 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.621 +2026-01-06 11:51:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:840.80 total_reward_ma:699.72 loss:-0.02954 fps:1766 +frame:2.69e+06 wall_t:1523 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.6 +2026-01-06 11:51:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:838.84 total_reward_ma:702.23 loss:-0.03161 fps:1766 +frame:2.70e+06 wall_t:1529 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.563 +2026-01-06 11:51:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:836.44 total_reward_ma:704.80 loss:-0.03361 fps:1767 +frame:2.71e+06 wall_t:1534 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.64 +2026-01-06 11:51:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:833.92 total_reward_ma:707.24 loss:-0.02987 fps:1767 +frame:2.72e+06 wall_t:1539 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.65 +2026-01-06 11:51:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:821.84 total_reward_ma:709.45 loss:-0.03087 fps:1767 +frame:2.73e+06 wall_t:1545 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.637 +2026-01-06 11:51:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:815.80 total_reward_ma:711.55 loss:-0.03611 fps:1768 +frame:2.74e+06 wall_t:1550 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.658 +2026-01-06 11:51:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:812.76 total_reward_ma:713.56 loss:-0.03163 fps:1767 +frame:2.75e+06 wall_t:1556 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.66 +2026-01-06 11:51:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:800.68 total_reward_ma:715.32 loss:-0.03042 fps:1768 +frame:2.76e+06 wall_t:1561 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.631 +2026-01-06 11:51:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:782.52 total_reward_ma:716.87 loss:-0.02788 fps:1768 +frame:2.77e+06 wall_t:1567 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.598 +2026-01-06 11:51:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:782.60 total_reward_ma:718.34 loss:-0.02851 fps:1768 +frame:2.78e+06 wall_t:1572 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.609 +2026-01-06 11:51:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:772.56 total_reward_ma:719.68 loss:-0.03051 fps:1768 +frame:2.79e+06 wall_t:1578 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.665 +2026-01-06 11:52:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:783.64 total_reward_ma:721.23 loss:-0.02893 fps:1768 +frame:2.80e+06 wall_t:1584 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.559 +2026-01-06 11:52:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:791.12 total_reward_ma:722.77 loss:-0.02855 fps:1768 +frame:2.81e+06 wall_t:1589 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.574 +2026-01-06 11:52:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:780.36 total_reward_ma:724.22 loss:-0.02953 fps:1769 +frame:2.82e+06 wall_t:1594 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.579 +2026-01-06 11:52:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:767.00 total_reward_ma:725.53 loss:-0.0313 fps:1769 +frame:2.83e+06 wall_t:1600 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.501 +2026-01-06 11:52:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:758.60 total_reward_ma:726.71 loss:-0.03182 fps:1769 +frame:2.84e+06 wall_t:1605 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.596 +2026-01-06 11:52:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:755.96 total_reward_ma:727.77 loss:-0.03025 fps:1770 +frame:2.85e+06 wall_t:1610 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.55 +2026-01-06 11:52:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:765.36 total_reward_ma:728.83 loss:-0.02975 fps:1770 +frame:2.86e+06 wall_t:1616 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.575 +2026-01-06 11:52:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:760.40 total_reward_ma:729.77 loss:-0.02651 fps:1771 +frame:2.87e+06 wall_t:1621 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.527 +2026-01-06 11:52:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:768.68 total_reward_ma:730.77 loss:-0.02152 fps:1770 +frame:2.88e+06 wall_t:1627 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.403 +2026-01-06 11:52:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:784.84 total_reward_ma:731.91 loss:-0.02715 fps:1771 +frame:2.89e+06 wall_t:1632 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.519 +2026-01-06 11:52:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:800.04 total_reward_ma:733.26 loss:-0.0262 fps:1770 +frame:2.90e+06 wall_t:1638 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.437 +2026-01-06 11:53:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:808.04 total_reward_ma:734.78 loss:-0.03273 fps:1772 +frame:2.91e+06 wall_t:1642 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.523 +2026-01-06 11:53:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:804.44 total_reward_ma:736.23 loss:-0.02887 fps:1772 +frame:2.92e+06 wall_t:1648 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.493 +2026-01-06 11:53:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:812.00 total_reward_ma:737.80 loss:-0.03504 fps:1773 +frame:2.93e+06 wall_t:1653 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.513 +2026-01-06 11:53:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:816.68 total_reward_ma:739.58 loss:-0.03106 fps:1772 +frame:2.94e+06 wall_t:1659 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.565 +2026-01-06 11:53:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:795.96 total_reward_ma:741.14 loss:-0.02489 fps:1772 +frame:2.95e+06 wall_t:1665 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.474 +2026-01-06 11:53:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:783.32 total_reward_ma:742.62 loss:-0.03385 fps:1771 +frame:2.96e+06 wall_t:1671 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.578 +2026-01-06 11:53:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:780.00 total_reward_ma:744.04 loss:-0.03133 fps:1772 +frame:2.97e+06 wall_t:1676 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.465 +2026-01-06 11:53:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:783.32 total_reward_ma:745.37 loss:-0.02239 fps:1773 +frame:2.98e+06 wall_t:1681 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.444 +2026-01-06 11:53:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:789.40 total_reward_ma:746.58 loss:-0.02939 fps:1773 +frame:2.99e+06 wall_t:1686 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.473 +2026-01-06 11:53:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:794.28 total_reward_ma:747.82 loss:-0.02239 fps:1773 +frame:3.00e+06 wall_t:1692 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.514 +2026-01-06 11:53:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:787.72 total_reward_ma:748.94 loss:-0.0274 fps:1774 +frame:3.01e+06 wall_t:1697 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.53 +2026-01-06 11:54:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:787.12 total_reward_ma:750.10 loss:-0.0282 fps:1773 +frame:3.02e+06 wall_t:1703 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.505 +2026-01-06 11:54:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:781.60 total_reward_ma:751.24 loss:-0.02648 fps:1774 +frame:3.03e+06 wall_t:1708 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.489 +2026-01-06 11:54:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:756.20 total_reward_ma:752.09 loss:-0.02931 fps:1774 +frame:3.04e+06 wall_t:1714 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.539 +2026-01-06 11:54:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:754.28 total_reward_ma:753.02 loss:-0.02973 fps:1774 +frame:3.05e+06 wall_t:1719 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.526 +2026-01-06 11:54:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:772.16 total_reward_ma:754.10 loss:-0.02802 fps:1774 +frame:3.06e+06 wall_t:1725 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.416 +2026-01-06 11:54:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:781.08 total_reward_ma:755.37 loss:-0.02292 fps:1775 +frame:3.07e+06 wall_t:1730 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.571 +2026-01-06 11:54:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:787.28 total_reward_ma:756.53 loss:-0.03366 fps:1775 +frame:3.08e+06 wall_t:1735 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.554 +2026-01-06 11:54:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:794.64 total_reward_ma:757.75 loss:-0.03007 fps:1776 +frame:3.09e+06 wall_t:1740 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.55 +2026-01-06 11:54:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:806.52 total_reward_ma:759.04 loss:-0.02821 fps:1775 +frame:3.10e+06 wall_t:1746 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.495 +2026-01-06 11:54:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:811.00 total_reward_ma:760.37 loss:-0.03013 fps:1776 +frame:3.11e+06 wall_t:1751 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.487 +2026-01-06 11:54:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:825.32 total_reward_ma:761.77 loss:-0.03024 fps:1776 +frame:3.12e+06 wall_t:1757 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.467 +2026-01-06 11:54:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:848.48 total_reward_ma:763.39 loss:-0.02981 fps:1776 +frame:3.13e+06 wall_t:1762 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.465 +2026-01-06 11:55:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:877.36 total_reward_ma:765.26 loss:-0.02408 fps:1776 +frame:3.14e+06 wall_t:1768 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.561 +2026-01-06 11:55:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:886.68 total_reward_ma:767.29 loss:-0.02568 fps:1777 +frame:3.15e+06 wall_t:1773 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.55 +2026-01-06 11:55:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:905.16 total_reward_ma:769.48 loss:-0.02556 fps:1778 +frame:3.16e+06 wall_t:1777 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.513 +2026-01-06 11:55:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:915.44 total_reward_ma:771.78 loss:-0.0181 fps:1779 +frame:3.17e+06 wall_t:1782 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.504 +2026-01-06 11:55:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:933.16 total_reward_ma:774.24 loss:-0.03109 fps:1780 +frame:3.18e+06 wall_t:1787 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.49 +2026-01-06 11:55:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:946.44 total_reward_ma:776.86 loss:-0.02957 fps:1780 +frame:3.19e+06 wall_t:1792 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.513 +2026-01-06 11:55:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:950.32 total_reward_ma:779.61 loss:-0.03024 fps:1781 +frame:3.20e+06 wall_t:1797 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.464 +2026-01-06 11:55:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:959.88 total_reward_ma:782.41 loss:-0.03172 fps:1782 +frame:3.21e+06 wall_t:1801 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.512 +2026-01-06 11:55:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:997.60 total_reward_ma:785.52 loss:-0.02788 fps:1783 +frame:3.22e+06 wall_t:1806 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.478 +2026-01-06 11:55:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:996.84 total_reward_ma:788.47 loss:-0.02448 fps:1784 +frame:3.23e+06 wall_t:1811 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.438 +2026-01-06 11:55:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:988.60 total_reward_ma:791.26 loss:-0.02368 fps:1785 +frame:3.24e+06 wall_t:1815 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.432 +2026-01-06 11:55:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:998.68 total_reward_ma:794.00 loss:-0.02505 fps:1786 +frame:3.25e+06 wall_t:1820 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.389 +2026-01-06 11:56:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:983.80 total_reward_ma:796.69 loss:-0.0283 fps:1786 +frame:3.26e+06 wall_t:1825 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.422 +2026-01-06 11:56:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:998.24 total_reward_ma:799.48 loss:-0.0329 fps:1787 +frame:3.27e+06 wall_t:1830 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.45 +2026-01-06 11:56:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1003.52 total_reward_ma:802.18 loss:-0.02795 fps:1787 +frame:3.28e+06 wall_t:1835 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.466 +2026-01-06 11:56:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1006.40 total_reward_ma:804.98 loss:-0.02778 fps:1789 +frame:3.29e+06 wall_t:1839 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.476 +2026-01-06 11:56:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1007.80 total_reward_ma:807.79 loss:-0.02333 fps:1790 +frame:3.30e+06 wall_t:1844 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.44 +2026-01-06 11:56:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1013.48 total_reward_ma:810.57 loss:-0.02783 fps:1790 +frame:3.31e+06 wall_t:1849 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.457 +2026-01-06 11:56:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1021.16 total_reward_ma:813.40 loss:-0.03172 fps:1791 +frame:3.32e+06 wall_t:1854 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.419 +2026-01-06 11:56:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1004.84 total_reward_ma:816.09 loss:-0.02792 fps:1792 +frame:3.33e+06 wall_t:1858 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.428 +2026-01-06 11:56:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:994.32 total_reward_ma:818.80 loss:-0.02061 fps:1793 +frame:3.34e+06 wall_t:1863 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.47 +2026-01-06 11:56:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1001.08 total_reward_ma:821.58 loss:-0.02757 fps:1793 +frame:3.35e+06 wall_t:1868 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.381 +2026-01-06 11:56:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:992.64 total_reward_ma:824.27 loss:-0.02929 fps:1795 +frame:3.36e+06 wall_t:1872 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.424 +2026-01-06 11:56:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:990.72 total_reward_ma:826.98 loss:-0.02515 fps:1795 +frame:3.37e+06 wall_t:1877 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.528 +2026-01-06 11:56:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1019.04 total_reward_ma:829.86 loss:-0.02598 fps:1796 +frame:3.38e+06 wall_t:1882 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.472 +2026-01-06 11:57:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1016.08 total_reward_ma:832.74 loss:-0.03005 fps:1797 +frame:3.39e+06 wall_t:1887 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.551 +2026-01-06 11:57:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1012.72 total_reward_ma:835.67 loss:-0.03311 fps:1797 +frame:3.40e+06 wall_t:1892 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.539 +2026-01-06 11:57:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:998.56 total_reward_ma:838.64 loss:-0.02531 fps:1798 +frame:3.41e+06 wall_t:1897 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.452 +2026-01-06 11:57:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1006.44 total_reward_ma:841.70 loss:-0.02803 fps:1799 +frame:3.42e+06 wall_t:1901 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.458 +2026-01-06 11:57:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1002.16 total_reward_ma:844.60 loss:-0.02959 fps:1800 +frame:3.43e+06 wall_t:1906 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.548 +2026-01-06 11:57:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1018.60 total_reward_ma:847.63 loss:-0.02906 fps:1800 +frame:3.44e+06 wall_t:1911 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.444 +2026-01-06 11:57:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1025.20 total_reward_ma:850.76 loss:-0.02571 fps:1801 +frame:3.45e+06 wall_t:1916 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.505 +2026-01-06 11:57:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1022.28 total_reward_ma:853.83 loss:-0.02059 fps:1801 +frame:3.46e+06 wall_t:1921 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.482 +2026-01-06 11:57:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1025.40 total_reward_ma:856.94 loss:-0.0285 fps:1803 +frame:3.47e+06 wall_t:1925 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.495 +2026-01-06 11:57:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1025.64 total_reward_ma:860.05 loss:-0.0212 fps:1803 +frame:3.48e+06 wall_t:1930 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.546 +2026-01-06 11:57:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1035.40 total_reward_ma:863.30 loss:-0.0264 fps:1804 +frame:3.49e+06 wall_t:1935 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.507 +2026-01-06 11:57:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1037.40 total_reward_ma:866.34 loss:-0.03188 fps:1805 +frame:3.50e+06 wall_t:1939 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.543 +2026-01-06 11:58:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1015.84 total_reward_ma:869.18 loss:-0.02041 fps:1806 +frame:3.51e+06 wall_t:1944 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.458 +2026-01-06 11:58:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1020.32 total_reward_ma:871.87 loss:-0.03131 fps:1806 +frame:3.52e+06 wall_t:1949 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.568 +2026-01-06 11:58:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1026.60 total_reward_ma:874.54 loss:-0.02525 fps:1807 +frame:3.53e+06 wall_t:1954 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.54 +2026-01-06 11:58:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1007.76 total_reward_ma:876.98 loss:-0.02827 fps:1808 +frame:3.54e+06 wall_t:1958 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.527 +2026-01-06 11:58:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1011.76 total_reward_ma:879.45 loss:-0.03105 fps:1808 +frame:3.55e+06 wall_t:1963 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.522 +2026-01-06 11:58:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1016.88 total_reward_ma:881.92 loss:-0.02735 fps:1809 +frame:3.56e+06 wall_t:1968 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.504 +2026-01-06 11:58:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:987.04 total_reward_ma:884.04 loss:-0.02944 fps:1809 +frame:3.57e+06 wall_t:1973 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.559 +2026-01-06 11:58:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:991.40 total_reward_ma:886.14 loss:-0.02969 fps:1810 +frame:3.58e+06 wall_t:1978 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.552 +2026-01-06 11:58:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:995.28 total_reward_ma:888.26 loss:-0.02861 fps:1810 +frame:3.59e+06 wall_t:1983 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.506 +2026-01-06 11:58:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1025.56 total_reward_ma:890.60 loss:-0.02326 fps:1812 +frame:3.60e+06 wall_t:1987 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.527 +2026-01-06 11:58:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1014.08 total_reward_ma:892.64 loss:-0.03523 fps:1812 +frame:3.61e+06 wall_t:1992 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.532 +2026-01-06 11:58:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1014.28 total_reward_ma:894.56 loss:-0.02978 fps:1813 +frame:3.62e+06 wall_t:1997 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.441 +2026-01-06 11:59:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1010.48 total_reward_ma:896.51 loss:-0.02826 fps:1813 +frame:3.63e+06 wall_t:2002 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.423 +2026-01-06 11:59:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:999.76 total_reward_ma:898.38 loss:-0.02976 fps:1814 +frame:3.64e+06 wall_t:2007 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.429 +2026-01-06 11:59:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1004.64 total_reward_ma:900.16 loss:-0.03213 fps:1814 +frame:3.65e+06 wall_t:2012 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.487 +2026-01-06 11:59:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1000.84 total_reward_ma:901.76 loss:-0.02086 fps:1815 +frame:3.66e+06 wall_t:2017 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.472 +2026-01-06 11:59:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1000.52 total_reward_ma:903.23 loss:-0.0229 fps:1816 +frame:3.67e+06 wall_t:2021 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.447 +2026-01-06 11:59:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1005.32 total_reward_ma:904.83 loss:-0.03286 fps:1816 +frame:3.68e+06 wall_t:2026 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.474 +2026-01-06 11:59:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1007.80 total_reward_ma:906.50 loss:-0.03086 fps:1817 +frame:3.69e+06 wall_t:2031 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.497 +2026-01-06 11:59:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:999.72 total_reward_ma:908.11 loss:-0.02851 fps:1818 +frame:3.70e+06 wall_t:2035 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.428 +2026-01-06 11:59:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:999.88 total_reward_ma:909.74 loss:-0.03294 fps:1819 +frame:3.71e+06 wall_t:2040 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.42 +2026-01-06 11:59:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1000.32 total_reward_ma:911.41 loss:-0.02972 fps:1819 +frame:3.72e+06 wall_t:2045 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.485 +2026-01-06 11:59:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:993.40 total_reward_ma:913.12 loss:-0.0321 fps:1820 +frame:3.73e+06 wall_t:2050 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.453 +2026-01-06 11:59:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1006.80 total_reward_ma:915.03 loss:-0.02185 fps:1821 +frame:3.74e+06 wall_t:2054 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.46 +2026-01-06 11:59:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1014.76 total_reward_ma:917.05 loss:-0.02541 fps:1821 +frame:3.75e+06 wall_t:2059 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.464 +2026-01-06 12:00:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1014.60 total_reward_ma:919.19 loss:-0.02964 fps:1822 +frame:3.76e+06 wall_t:2064 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.475 +2026-01-06 12:00:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1026.92 total_reward_ma:921.64 loss:-0.02946 fps:1823 +frame:3.77e+06 wall_t:2068 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.523 +2026-01-06 12:00:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1029.80 total_reward_ma:924.11 loss:-0.01966 fps:1823 +frame:3.78e+06 wall_t:2073 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.43 +2026-01-06 12:00:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1006.20 total_reward_ma:926.44 loss:-0.02173 fps:1824 +frame:3.79e+06 wall_t:2078 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.459 +2026-01-06 12:00:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1011.92 total_reward_ma:928.73 loss:-0.03006 fps:1825 +frame:3.80e+06 wall_t:2082 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.402 +2026-01-06 12:00:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1023.20 total_reward_ma:931.05 loss:-0.02652 fps:1826 +frame:3.81e+06 wall_t:2087 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.406 +2026-01-06 12:00:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1018.96 total_reward_ma:933.43 loss:-0.0269 fps:1826 +frame:3.82e+06 wall_t:2092 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.369 +2026-01-06 12:00:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1024.92 total_reward_ma:936.01 loss:-0.02285 fps:1826 +frame:3.83e+06 wall_t:2097 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.339 +2026-01-06 12:00:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1054.84 total_reward_ma:938.98 loss:-0.0166 fps:1828 +frame:3.84e+06 wall_t:2101 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.322 +2026-01-06 12:00:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1078.96 total_reward_ma:942.21 loss:-0.01867 fps:1828 +frame:3.85e+06 wall_t:2106 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.377 +2026-01-06 12:00:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1077.52 total_reward_ma:945.33 loss:-0.02703 fps:1829 +frame:3.86e+06 wall_t:2111 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.345 +2026-01-06 12:00:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1072.72 total_reward_ma:948.45 loss:-0.02116 fps:1829 +frame:3.87e+06 wall_t:2116 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.262 +2026-01-06 12:00:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1096.96 total_reward_ma:951.73 loss:-0.02202 fps:1829 +frame:3.88e+06 wall_t:2121 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.312 +2026-01-06 12:01:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1110.56 total_reward_ma:954.99 loss:-0.02963 fps:1831 +frame:3.89e+06 wall_t:2125 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.389 +2026-01-06 12:01:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1124.72 total_reward_ma:958.24 loss:-0.02263 fps:1831 +frame:3.90e+06 wall_t:2130 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.262 +2026-01-06 12:01:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1143.56 total_reward_ma:961.59 loss:-0.02675 fps:1831 +frame:3.91e+06 wall_t:2135 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.367 +2026-01-06 12:01:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1132.68 total_reward_ma:964.88 loss:-0.02181 fps:1832 +frame:3.92e+06 wall_t:2140 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.414 +2026-01-06 12:01:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1140.76 total_reward_ma:968.16 loss:-0.02189 fps:1833 +frame:3.93e+06 wall_t:2144 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.264 +2026-01-06 12:01:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1135.32 total_reward_ma:971.35 loss:-0.0295 fps:1833 +frame:3.94e+06 wall_t:2149 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.36 +2026-01-06 12:01:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1141.68 total_reward_ma:974.81 loss:-0.02479 fps:1834 +frame:3.95e+06 wall_t:2154 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.29 +2026-01-06 12:01:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1142.64 total_reward_ma:978.40 loss:-0.02013 fps:1835 +frame:3.96e+06 wall_t:2158 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.35 +2026-01-06 12:01:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1168.44 total_reward_ma:982.28 loss:-0.01975 fps:1835 +frame:3.97e+06 wall_t:2163 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.363 +2026-01-06 12:01:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1183.72 total_reward_ma:986.29 loss:-0.03005 fps:1836 +frame:3.98e+06 wall_t:2168 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.275 +2026-01-06 12:01:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1199.20 total_reward_ma:990.39 loss:-0.02449 fps:1836 +frame:3.99e+06 wall_t:2173 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.306 +2026-01-06 12:01:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1185.32 total_reward_ma:994.30 loss:-0.0194 fps:1837 +frame:4.00e+06 wall_t:2178 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.324 +2026-01-06 12:02:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1202.52 total_reward_ma:998.44 loss:-0.0253 fps:1837 +frame:4.01e+06 wall_t:2183 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.309 +2026-01-06 12:02:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1217.24 total_reward_ma:1002.75 loss:-0.02041 fps:1837 +frame:4.02e+06 wall_t:2188 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.374 +2026-01-06 12:02:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1219.00 total_reward_ma:1007.12 loss:-0.02212 fps:1839 +frame:4.03e+06 wall_t:2192 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.172 +2026-01-06 12:02:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1213.76 total_reward_ma:1011.70 loss:-0.02744 fps:1839 +frame:4.04e+06 wall_t:2197 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.386 +2026-01-06 12:02:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1203.84 total_reward_ma:1016.19 loss:-0.02124 fps:1839 +frame:4.05e+06 wall_t:2202 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.316 +2026-01-06 12:02:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1229.20 total_reward_ma:1020.76 loss:-0.02012 fps:1840 +frame:4.06e+06 wall_t:2206 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.24 +2026-01-06 12:02:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1242.20 total_reward_ma:1025.37 loss:-0.01493 fps:1841 +frame:4.07e+06 wall_t:2211 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.277 +2026-01-06 12:02:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1261.96 total_reward_ma:1030.12 loss:-0.02321 fps:1840 +frame:4.08e+06 wall_t:2217 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.285 +2026-01-06 12:02:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1247.44 total_reward_ma:1034.65 loss:-0.02037 fps:1841 +frame:4.09e+06 wall_t:2222 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.275 +2026-01-06 12:02:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1246.04 total_reward_ma:1039.04 loss:-0.02851 fps:1842 +frame:4.10e+06 wall_t:2226 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.354 +2026-01-06 12:02:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1248.60 total_reward_ma:1043.42 loss:-0.01973 fps:1842 +frame:4.11e+06 wall_t:2231 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.35 +2026-01-06 12:02:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1268.40 total_reward_ma:1047.85 loss:-0.02582 fps:1843 +frame:4.12e+06 wall_t:2236 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.367 +2026-01-06 12:02:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1271.76 total_reward_ma:1052.08 loss:-0.0239 fps:1843 +frame:4.13e+06 wall_t:2241 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.369 +2026-01-06 12:03:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1268.88 total_reward_ma:1056.00 loss:-0.01799 fps:1843 +frame:4.14e+06 wall_t:2246 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.297 +2026-01-06 12:03:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1287.08 total_reward_ma:1060.00 loss:-0.01796 fps:1844 +frame:4.15e+06 wall_t:2251 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.352 +2026-01-06 12:03:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1309.56 total_reward_ma:1064.05 loss:-0.02444 fps:1844 +frame:4.16e+06 wall_t:2256 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.417 +2026-01-06 12:03:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1303.60 total_reward_ma:1067.93 loss:-0.02895 fps:1845 +frame:4.17e+06 wall_t:2260 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.371 +2026-01-06 12:03:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1293.00 total_reward_ma:1071.53 loss:-0.0212 fps:1845 +frame:4.18e+06 wall_t:2265 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.387 +2026-01-06 12:03:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1296.24 total_reward_ma:1075.02 loss:-0.02983 fps:1847 +frame:4.19e+06 wall_t:2269 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.305 +2026-01-06 12:03:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1291.84 total_reward_ma:1078.44 loss:-0.02916 fps:1847 +frame:4.20e+06 wall_t:2274 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.374 +2026-01-06 12:03:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1308.16 total_reward_ma:1081.92 loss:-0.02096 fps:1848 +frame:4.21e+06 wall_t:2278 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.35 +2026-01-06 12:03:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1301.48 total_reward_ma:1084.96 loss:-0.02365 fps:1848 +frame:4.22e+06 wall_t:2283 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.347 +2026-01-06 12:03:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1280.08 total_reward_ma:1087.79 loss:-0.03005 fps:1849 +frame:4.23e+06 wall_t:2288 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.342 +2026-01-06 12:03:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1269.32 total_reward_ma:1090.60 loss:-0.025 fps:1849 +frame:4.24e+06 wall_t:2293 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.379 +2026-01-06 12:03:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1240.72 total_reward_ma:1093.02 loss:-0.02218 fps:1849 +frame:4.25e+06 wall_t:2299 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.294 +2026-01-06 12:04:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1230.28 total_reward_ma:1095.48 loss:-0.03225 fps:1849 +frame:4.26e+06 wall_t:2304 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.437 +2026-01-06 12:04:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1234.16 total_reward_ma:1097.84 loss:-0.02332 fps:1850 +frame:4.27e+06 wall_t:2308 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.413 +2026-01-06 12:04:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1216.56 total_reward_ma:1099.97 loss:-0.03056 fps:1850 +frame:4.28e+06 wall_t:2313 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.488 +2026-01-06 12:04:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1213.60 total_reward_ma:1102.05 loss:-0.02149 fps:1851 +frame:4.29e+06 wall_t:2318 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.407 +2026-01-06 12:04:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1241.20 total_reward_ma:1104.38 loss:-0.03383 fps:1852 +frame:4.30e+06 wall_t:2322 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.441 +2026-01-06 12:04:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1245.00 total_reward_ma:1106.70 loss:-0.03155 fps:1852 +frame:4.31e+06 wall_t:2327 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.346 +2026-01-06 12:04:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1251.84 total_reward_ma:1109.00 loss:-0.0276 fps:1852 +frame:4.32e+06 wall_t:2332 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.482 +2026-01-06 12:04:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1254.32 total_reward_ma:1111.50 loss:-0.01786 fps:1853 +frame:4.33e+06 wall_t:2337 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.317 +2026-01-06 12:04:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1279.56 total_reward_ma:1114.35 loss:-0.0176 fps:1854 +frame:4.34e+06 wall_t:2341 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.324 +2026-01-06 12:04:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1268.12 total_reward_ma:1117.02 loss:-0.02172 fps:1854 +frame:4.35e+06 wall_t:2346 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.331 +2026-01-06 12:04:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1241.48 total_reward_ma:1119.51 loss:-0.02116 fps:1855 +frame:4.36e+06 wall_t:2350 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.373 +2026-01-06 12:04:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1243.08 total_reward_ma:1122.03 loss:-0.01985 fps:1856 +frame:4.37e+06 wall_t:2355 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.419 +2026-01-06 12:04:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1261.64 total_reward_ma:1124.46 loss:-0.02472 fps:1856 +frame:4.38e+06 wall_t:2360 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.338 +2026-01-06 12:05:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1237.80 total_reward_ma:1126.68 loss:-0.02356 fps:1856 +frame:4.39e+06 wall_t:2365 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.363 +2026-01-06 12:05:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1230.36 total_reward_ma:1128.85 loss:-0.02507 fps:1857 +frame:4.40e+06 wall_t:2369 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.366 +2026-01-06 12:05:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1233.20 total_reward_ma:1131.20 loss:-0.02028 fps:1858 +frame:4.41e+06 wall_t:2374 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.476 +2026-01-06 12:05:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1248.42 total_reward_ma:1133.62 loss:-0.02219 fps:1857 +frame:4.42e+06 wall_t:2380 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.444 +2026-01-06 12:05:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1255.22 total_reward_ma:1136.15 loss:-0.0235 fps:1858 +frame:4.43e+06 wall_t:2384 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.363 +2026-01-06 12:05:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1267.62 total_reward_ma:1138.64 loss:-0.01644 fps:1859 +frame:4.44e+06 wall_t:2389 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.355 +2026-01-06 12:05:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1269.98 total_reward_ma:1141.09 loss:-0.02699 fps:1860 +frame:4.45e+06 wall_t:2393 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.407 +2026-01-06 12:05:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1306.98 total_reward_ma:1143.93 loss:-0.0188 fps:1860 +frame:4.46e+06 wall_t:2398 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.301 +2026-01-06 12:05:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1302.02 total_reward_ma:1146.70 loss:-0.01698 fps:1860 +frame:4.47e+06 wall_t:2403 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.317 +2026-01-06 12:05:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1302.18 total_reward_ma:1149.46 loss:-0.01863 fps:1860 +frame:4.48e+06 wall_t:2408 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.232 +2026-01-06 12:05:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1308.38 total_reward_ma:1152.19 loss:-0.01773 fps:1862 +frame:4.49e+06 wall_t:2412 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.358 +2026-01-06 12:05:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1269.14 total_reward_ma:1154.51 loss:-0.02892 fps:1862 +frame:4.50e+06 wall_t:2417 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.295 +2026-01-06 12:05:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1268.70 total_reward_ma:1157.04 loss:-0.01758 fps:1862 +frame:4.51e+06 wall_t:2422 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.295 +2026-01-06 12:06:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1271.66 total_reward_ma:1159.55 loss:-0.02692 fps:1862 +frame:4.52e+06 wall_t:2427 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.334 +2026-01-06 12:06:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1283.30 total_reward_ma:1162.12 loss:-0.02497 fps:1863 +frame:4.53e+06 wall_t:2431 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.319 +2026-01-06 12:06:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1305.34 total_reward_ma:1165.10 loss:-0.02836 fps:1864 +frame:4.54e+06 wall_t:2436 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.293 +2026-01-06 12:06:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1299.70 total_reward_ma:1167.98 loss:-0.02877 fps:1864 +frame:4.55e+06 wall_t:2441 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.352 +2026-01-06 12:06:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1288.78 total_reward_ma:1170.70 loss:-0.02193 fps:1864 +frame:4.56e+06 wall_t:2446 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.283 +2026-01-06 12:06:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1314.90 total_reward_ma:1173.97 loss:-0.02165 fps:1865 +frame:4.57e+06 wall_t:2450 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.317 +2026-01-06 12:06:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1340.98 total_reward_ma:1177.47 loss:-0.02529 fps:1866 +frame:4.58e+06 wall_t:2455 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.381 +2026-01-06 12:06:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1332.38 total_reward_ma:1180.84 loss:-0.02571 fps:1867 +frame:4.59e+06 wall_t:2459 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.37 +2026-01-06 12:06:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1332.82 total_reward_ma:1183.91 loss:-0.02057 fps:1867 +frame:4.60e+06 wall_t:2464 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.428 +2026-01-06 12:06:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1346.46 total_reward_ma:1187.24 loss:-0.0249 fps:1868 +frame:4.61e+06 wall_t:2468 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.259 +2026-01-06 12:06:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1343.06 total_reward_ma:1190.53 loss:-0.02469 fps:1868 +frame:4.62e+06 wall_t:2473 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.353 +2026-01-06 12:06:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1356.14 total_reward_ma:1193.98 loss:-0.01397 fps:1868 +frame:4.63e+06 wall_t:2478 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.234 +2026-01-06 12:07:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1344.96 total_reward_ma:1197.43 loss:-0.02387 fps:1869 +frame:4.64e+06 wall_t:2483 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.364 +2026-01-06 12:07:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1389.76 total_reward_ma:1201.28 loss:-0.02825 fps:1869 +frame:4.65e+06 wall_t:2488 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.31 +2026-01-06 12:07:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1401.00 total_reward_ma:1205.29 loss:-0.02105 fps:1870 +frame:4.66e+06 wall_t:2492 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.348 +2026-01-06 12:07:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1414.64 total_reward_ma:1209.43 loss:-0.02165 fps:1870 +frame:4.67e+06 wall_t:2497 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.353 +2026-01-06 12:07:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1398.08 total_reward_ma:1213.36 loss:-0.02081 fps:1871 +frame:4.68e+06 wall_t:2502 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.232 +2026-01-06 12:07:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1416.56 total_reward_ma:1217.44 loss:-0.02181 fps:1872 +frame:4.69e+06 wall_t:2506 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.285 +2026-01-06 12:07:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1424.04 total_reward_ma:1221.69 loss:-0.0123 fps:1872 +frame:4.70e+06 wall_t:2511 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.346 +2026-01-06 12:07:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1415.92 total_reward_ma:1225.85 loss:-0.02031 fps:1872 +frame:4.71e+06 wall_t:2516 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.27 +2026-01-06 12:07:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1432.16 total_reward_ma:1230.16 loss:-0.01434 fps:1872 +frame:4.72e+06 wall_t:2521 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.238 +2026-01-06 12:07:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1472.72 total_reward_ma:1234.96 loss:-0.01953 fps:1873 +frame:4.73e+06 wall_t:2526 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.225 +2026-01-06 12:07:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1498.16 total_reward_ma:1239.87 loss:-0.0287 fps:1873 +frame:4.74e+06 wall_t:2531 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.398 +2026-01-06 12:07:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1470.76 total_reward_ma:1244.43 loss:-0.02156 fps:1874 +frame:4.75e+06 wall_t:2535 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.231 +2026-01-06 12:07:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1451.00 total_reward_ma:1248.80 loss:-0.02404 fps:1874 +frame:4.76e+06 wall_t:2540 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.258 +2026-01-06 12:08:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1435.88 total_reward_ma:1252.89 loss:-0.02622 fps:1874 +frame:4.77e+06 wall_t:2545 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.297 +2026-01-06 12:08:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1460.80 total_reward_ma:1257.20 loss:-0.02023 fps:1875 +frame:4.78e+06 wall_t:2549 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.269 +2026-01-06 12:08:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1478.76 total_reward_ma:1261.92 loss:-0.02291 fps:1875 +frame:4.79e+06 wall_t:2554 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.272 +2026-01-06 12:08:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1477.12 total_reward_ma:1266.57 loss:-0.02526 fps:1876 +frame:4.80e+06 wall_t:2558 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.194 +2026-01-06 12:08:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1455.28 total_reward_ma:1270.89 loss:-0.02278 fps:1877 +frame:4.81e+06 wall_t:2563 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.396 +2026-01-06 12:08:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1483.00 total_reward_ma:1275.53 loss:-0.01879 fps:1878 +frame:4.82e+06 wall_t:2567 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.224 +2026-01-06 12:08:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1488.40 total_reward_ma:1280.17 loss:-0.02208 fps:1878 +frame:4.83e+06 wall_t:2572 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.284 +2026-01-06 12:08:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1495.08 total_reward_ma:1284.57 loss:-0.02514 fps:1878 +frame:4.84e+06 wall_t:2577 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.327 +2026-01-06 12:08:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1467.84 total_reward_ma:1288.46 loss:-0.02361 fps:1878 +frame:4.85e+06 wall_t:2582 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.229 +2026-01-06 12:08:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1495.20 total_reward_ma:1292.64 loss:-0.02666 fps:1879 +frame:4.86e+06 wall_t:2587 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.339 +2026-01-06 12:08:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1481.12 total_reward_ma:1296.72 loss:-0.02565 fps:1879 +frame:4.87e+06 wall_t:2592 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.365 +2026-01-06 12:08:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1464.72 total_reward_ma:1300.40 loss:-0.0105 fps:1879 +frame:4.88e+06 wall_t:2597 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.201 +2026-01-06 12:08:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1482.56 total_reward_ma:1304.12 loss:-0.02379 fps:1880 +frame:4.89e+06 wall_t:2601 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.256 +2026-01-06 12:09:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1479.88 total_reward_ma:1307.67 loss:-0.0241 fps:1880 +frame:4.90e+06 wall_t:2606 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.279 +2026-01-06 12:09:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1473.84 total_reward_ma:1310.97 loss:-0.01892 fps:1881 +frame:4.91e+06 wall_t:2611 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.241 +2026-01-06 12:09:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1473.84 total_reward_ma:1314.38 loss:-0.02102 fps:1881 +frame:4.92e+06 wall_t:2615 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.289 +2026-01-06 12:09:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1518.08 total_reward_ma:1318.16 loss:-0.0144 fps:1882 +frame:4.93e+06 wall_t:2620 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.189 +2026-01-06 12:09:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1515.88 total_reward_ma:1321.96 loss:-0.02365 fps:1882 +frame:4.94e+06 wall_t:2625 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.296 +2026-01-06 12:09:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1493.40 total_reward_ma:1325.48 loss:-0.01723 fps:1883 +frame:4.95e+06 wall_t:2629 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.181 +2026-01-06 12:09:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1477.64 total_reward_ma:1328.83 loss:-0.01571 fps:1883 +frame:4.96e+06 wall_t:2634 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.198 +2026-01-06 12:09:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1489.60 total_reward_ma:1332.04 loss:-0.02609 fps:1883 +frame:4.97e+06 wall_t:2639 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.313 +2026-01-06 12:09:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1539.72 total_reward_ma:1335.60 loss:-0.0173 fps:1884 +frame:4.98e+06 wall_t:2644 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.154 +2026-01-06 12:09:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1567.64 total_reward_ma:1339.29 loss:-0.01719 fps:1884 +frame:4.99e+06 wall_t:2648 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.133 +2026-01-06 12:09:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1600.72 total_reward_ma:1343.44 loss:-0.02587 fps:1885 +frame:5.00e+06 wall_t:2653 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.287 +2026-01-06 12:09:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1581.64 total_reward_ma:1347.23 loss:-0.018 fps:1885 +frame:5.01e+06 wall_t:2658 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.298 +2026-01-06 12:10:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1573.88 total_reward_ma:1350.80 loss:-0.01946 fps:1886 +frame:5.02e+06 wall_t:2662 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.273 +2026-01-06 12:10:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1576.36 total_reward_ma:1354.37 loss:-0.01386 fps:1886 +frame:5.03e+06 wall_t:2667 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.303 +2026-01-06 12:10:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1585.48 total_reward_ma:1358.09 loss:-0.02059 fps:1886 +frame:5.04e+06 wall_t:2672 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.33 +2026-01-06 12:10:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1598.84 total_reward_ma:1362.04 loss:-0.01476 fps:1886 +frame:5.05e+06 wall_t:2677 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.257 +2026-01-06 12:10:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1587.16 total_reward_ma:1365.62 loss:-0.01984 fps:1887 +frame:5.06e+06 wall_t:2681 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.256 +2026-01-06 12:10:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1591.04 total_reward_ma:1369.11 loss:-0.0153 fps:1888 +frame:5.07e+06 wall_t:2686 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.194 +2026-01-06 12:10:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1590.56 total_reward_ma:1372.39 loss:-0.02226 fps:1888 +frame:5.08e+06 wall_t:2691 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.186 +2026-01-06 12:10:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1581.16 total_reward_ma:1375.73 loss:-0.01139 fps:1888 +frame:5.09e+06 wall_t:2696 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.122 +2026-01-06 12:10:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1580.80 total_reward_ma:1379.08 loss:-0.02128 fps:1888 +frame:5.10e+06 wall_t:2701 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.147 +2026-01-06 12:10:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1601.44 total_reward_ma:1382.61 loss:-0.02237 fps:1889 +frame:5.11e+06 wall_t:2705 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.197 +2026-01-06 12:10:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1584.08 total_reward_ma:1385.76 loss:-0.02616 fps:1889 +frame:5.12e+06 wall_t:2710 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.178 +2026-01-06 12:10:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1590.40 total_reward_ma:1388.95 loss:-0.01901 fps:1890 +frame:5.13e+06 wall_t:2715 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.263 +2026-01-06 12:10:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1597.80 total_reward_ma:1392.24 loss:-0.01807 fps:1890 +frame:5.14e+06 wall_t:2719 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.163 +2026-01-06 12:11:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1585.12 total_reward_ma:1395.22 loss:-0.01582 fps:1891 +frame:5.15e+06 wall_t:2724 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.168 +2026-01-06 12:11:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1591.12 total_reward_ma:1398.03 loss:-0.02865 fps:1890 +frame:5.16e+06 wall_t:2730 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.199 +2026-01-06 12:11:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1593.28 total_reward_ma:1400.93 loss:-0.01773 fps:1891 +frame:5.17e+06 wall_t:2734 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.265 +2026-01-06 12:11:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1611.12 total_reward_ma:1404.11 loss:-0.01558 fps:1891 +frame:5.18e+06 wall_t:2739 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.261 +2026-01-06 12:11:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1633.28 total_reward_ma:1407.48 loss:-0.01584 fps:1891 +frame:5.19e+06 wall_t:2744 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.218 +2026-01-06 12:11:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1613.36 total_reward_ma:1410.70 loss:-0.01945 fps:1892 +frame:5.20e+06 wall_t:2749 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.185 +2026-01-06 12:11:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1557.08 total_reward_ma:1413.19 loss:-0.01235 fps:1892 +frame:5.21e+06 wall_t:2753 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.166 +2026-01-06 12:11:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1557.88 total_reward_ma:1415.75 loss:-0.01901 fps:1893 +frame:5.22e+06 wall_t:2758 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.246 +2026-01-06 12:11:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1572.04 total_reward_ma:1418.67 loss:-0.01537 fps:1894 +frame:5.23e+06 wall_t:2762 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.225 +2026-01-06 12:11:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1587.68 total_reward_ma:1421.85 loss:-0.01318 fps:1894 +frame:5.24e+06 wall_t:2767 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.203 +2026-01-06 12:11:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1569.88 total_reward_ma:1425.15 loss:-0.01961 fps:1894 +frame:5.25e+06 wall_t:2772 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.144 +2026-01-06 12:11:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1572.76 total_reward_ma:1428.57 loss:-0.0224 fps:1894 +frame:5.26e+06 wall_t:2777 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.133 +2026-01-06 12:11:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1574.24 total_reward_ma:1431.97 loss:-0.01746 fps:1895 +frame:5.27e+06 wall_t:2781 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.165 +2026-01-06 12:12:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1570.04 total_reward_ma:1435.51 loss:-0.01914 fps:1895 +frame:5.28e+06 wall_t:2786 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.198 +2026-01-06 12:12:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1571.40 total_reward_ma:1439.08 loss:-0.02348 fps:1895 +frame:5.29e+06 wall_t:2791 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.137 +2026-01-06 12:12:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1577.72 total_reward_ma:1442.45 loss:-0.02271 fps:1896 +frame:5.30e+06 wall_t:2796 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.231 +2026-01-06 12:12:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1595.16 total_reward_ma:1445.95 loss:-0.0212 fps:1896 +frame:5.31e+06 wall_t:2801 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.23 +2026-01-06 12:12:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1597.92 total_reward_ma:1449.41 loss:-0.02229 fps:1897 +frame:5.32e+06 wall_t:2805 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.17 +2026-01-06 12:12:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1572.84 total_reward_ma:1452.60 loss:-0.01324 fps:1897 +frame:5.33e+06 wall_t:2810 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.129 +2026-01-06 12:12:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1574.00 total_reward_ma:1455.54 loss:-0.01706 fps:1897 +frame:5.34e+06 wall_t:2815 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.203 +2026-01-06 12:12:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1598.28 total_reward_ma:1458.84 loss:-0.02178 fps:1897 +frame:5.35e+06 wall_t:2820 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.09 +2026-01-06 12:12:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1587.76 total_reward_ma:1462.31 loss:-0.02178 fps:1897 +frame:5.36e+06 wall_t:2825 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.152 +2026-01-06 12:12:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1592.40 total_reward_ma:1465.80 loss:-0.0172 fps:1898 +frame:5.37e+06 wall_t:2830 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.175 +2026-01-06 12:12:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1605.88 total_reward_ma:1469.24 loss:-0.01436 fps:1898 +frame:5.38e+06 wall_t:2834 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.089 +2026-01-06 12:12:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1608.24 total_reward_ma:1472.95 loss:-0.02207 fps:1899 +frame:5.39e+06 wall_t:2839 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.232 +2026-01-06 12:13:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1608.24 total_reward_ma:1476.72 loss:-0.02083 fps:1899 +frame:5.40e+06 wall_t:2844 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.219 +2026-01-06 12:13:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1610.08 total_reward_ma:1480.49 loss:-0.01649 fps:1899 +frame:5.41e+06 wall_t:2849 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.291 +2026-01-06 12:13:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1612.16 total_reward_ma:1484.13 loss:-0.01843 fps:1899 +frame:5.42e+06 wall_t:2854 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.172 +2026-01-06 12:13:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1641.32 total_reward_ma:1487.99 loss:-0.02534 fps:1899 +frame:5.43e+06 wall_t:2859 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.165 +2026-01-06 12:13:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1634.92 total_reward_ma:1491.67 loss:-0.01693 fps:1899 +frame:5.44e+06 wall_t:2864 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.18 +2026-01-06 12:13:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1610.68 total_reward_ma:1495.07 loss:-0.02344 fps:1900 +frame:5.45e+06 wall_t:2869 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.213 +2026-01-06 12:13:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1590.48 total_reward_ma:1497.91 loss:-0.02395 fps:1900 +frame:5.46e+06 wall_t:2874 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.168 +2026-01-06 12:13:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1609.56 total_reward_ma:1500.98 loss:-0.01394 fps:1901 +frame:5.47e+06 wall_t:2878 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.193 +2026-01-06 12:13:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1636.68 total_reward_ma:1504.33 loss:-0.01441 fps:1901 +frame:5.48e+06 wall_t:2883 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.179 +2026-01-06 12:13:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1645.08 total_reward_ma:1507.69 loss:-0.0176 fps:1901 +frame:5.49e+06 wall_t:2888 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.146 +2026-01-06 12:13:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1646.72 total_reward_ma:1511.47 loss:-0.02353 fps:1901 +frame:5.50e+06 wall_t:2893 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.194 +2026-01-06 12:13:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1663.20 total_reward_ma:1515.42 loss:-0.01668 fps:1901 +frame:5.51e+06 wall_t:2898 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.186 +2026-01-06 12:14:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1664.20 total_reward_ma:1519.34 loss:-0.01695 fps:1901 +frame:5.52e+06 wall_t:2903 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.205 +2026-01-06 12:14:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1665.04 total_reward_ma:1523.16 loss:-0.02286 fps:1901 +frame:5.53e+06 wall_t:2909 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.225 +2026-01-06 12:14:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1678.08 total_reward_ma:1526.89 loss:-0.01626 fps:1902 +frame:5.54e+06 wall_t:2913 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.139 +2026-01-06 12:14:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1680.44 total_reward_ma:1530.69 loss:-0.008824 fps:1903 +frame:5.55e+06 wall_t:2917 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.073 +2026-01-06 12:14:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1701.24 total_reward_ma:1534.82 loss:-0.002043 fps:1903 +frame:5.56e+06 wall_t:2922 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.203 +2026-01-06 12:14:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1719.12 total_reward_ma:1538.86 loss:-0.01972 fps:1903 +frame:5.57e+06 wall_t:2927 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.142 +2026-01-06 12:14:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1711.72 total_reward_ma:1542.57 loss:-0.01662 fps:1903 +frame:5.58e+06 wall_t:2932 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.185 +2026-01-06 12:14:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1717.40 total_reward_ma:1546.42 loss:-0.0219 fps:1903 +frame:5.59e+06 wall_t:2937 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.208 +2026-01-06 12:14:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1717.88 total_reward_ma:1550.27 loss:-0.02265 fps:1904 +frame:5.60e+06 wall_t:2941 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.165 +2026-01-06 12:14:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1710.16 total_reward_ma:1553.90 loss:-0.02758 fps:1904 +frame:5.61e+06 wall_t:2946 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.171 +2026-01-06 12:14:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1670.24 total_reward_ma:1557.18 loss:-0.02659 fps:1904 +frame:5.62e+06 wall_t:2951 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.162 +2026-01-06 12:14:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1676.24 total_reward_ma:1560.38 loss:-0.01881 fps:1905 +frame:5.63e+06 wall_t:2955 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.112 +2026-01-06 12:14:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1717.40 total_reward_ma:1564.10 loss:-0.008494 fps:1905 +frame:5.64e+06 wall_t:2960 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.225 +2026-01-06 12:15:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1696.44 total_reward_ma:1567.17 loss:-0.01978 fps:1906 +frame:5.65e+06 wall_t:2964 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.106 +2026-01-06 12:15:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1687.84 total_reward_ma:1570.04 loss:-0.01881 fps:1906 +frame:5.66e+06 wall_t:2969 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.282 +2026-01-06 12:15:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1669.40 total_reward_ma:1572.58 loss:-0.02675 fps:1907 +frame:5.67e+06 wall_t:2974 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.152 +2026-01-06 12:15:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1695.00 total_reward_ma:1575.55 loss:-0.01273 fps:1907 +frame:5.68e+06 wall_t:2979 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.19 +2026-01-06 12:15:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1709.52 total_reward_ma:1578.48 loss:-0.0207 fps:1907 +frame:5.69e+06 wall_t:2984 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.138 +2026-01-06 12:15:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1694.56 total_reward_ma:1581.19 loss:-0.01606 fps:1907 +frame:5.70e+06 wall_t:2989 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.189 +2026-01-06 12:15:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1678.68 total_reward_ma:1583.82 loss:-0.0121 fps:1907 +frame:5.71e+06 wall_t:2994 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.146 +2026-01-06 12:15:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1664.76 total_reward_ma:1586.14 loss:-0.01192 fps:1907 +frame:5.72e+06 wall_t:2999 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.191 +2026-01-06 12:15:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1714.06 total_reward_ma:1588.56 loss:-0.0218 fps:1908 +frame:5.73e+06 wall_t:3003 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.084 +2026-01-06 12:15:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1736.98 total_reward_ma:1590.94 loss:-0.009472 fps:1908 +frame:5.74e+06 wall_t:3008 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.156 +2026-01-06 12:15:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1725.22 total_reward_ma:1593.49 loss:-0.01262 fps:1909 +frame:5.75e+06 wall_t:3012 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.181 +2026-01-06 12:15:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1720.62 total_reward_ma:1596.18 loss:-0.01596 fps:1909 +frame:5.76e+06 wall_t:3017 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.098 +2026-01-06 12:15:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1767.58 total_reward_ma:1599.50 loss:-0.0212 fps:1909 +frame:5.77e+06 wall_t:3022 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.089 +2026-01-06 12:16:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1754.18 total_reward_ma:1602.44 loss:-0.01946 fps:1909 +frame:5.78e+06 wall_t:3027 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.18 +2026-01-06 12:16:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1718.38 total_reward_ma:1604.83 loss:-0.01503 fps:1910 +frame:5.79e+06 wall_t:3031 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.078 +2026-01-06 12:16:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1718.38 total_reward_ma:1607.24 loss:-0.01306 fps:1910 +frame:5.80e+06 wall_t:3036 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.292 +2026-01-06 12:16:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1715.98 total_reward_ma:1609.85 loss:-0.01989 fps:1911 +frame:5.81e+06 wall_t:3041 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.139 +2026-01-06 12:16:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1801.26 total_reward_ma:1613.03 loss:-0.02517 fps:1911 +frame:5.82e+06 wall_t:3046 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.156 +2026-01-06 12:16:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1809.62 total_reward_ma:1616.25 loss:-0.02289 fps:1911 +frame:5.83e+06 wall_t:3051 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.1 +2026-01-06 12:16:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1831.22 total_reward_ma:1619.61 loss:-0.02183 fps:1911 +frame:5.84e+06 wall_t:3056 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.1 +2026-01-06 12:16:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1861.18 total_reward_ma:1623.54 loss:-0.01503 fps:1911 +frame:5.85e+06 wall_t:3061 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.057 +2026-01-06 12:16:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1825.86 total_reward_ma:1626.85 loss:-0.01032 fps:1912 +frame:5.86e+06 wall_t:3065 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.118 +2026-01-06 12:16:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1809.14 total_reward_ma:1630.13 loss:-0.01628 fps:1912 +frame:5.87e+06 wall_t:3070 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.16 +2026-01-06 12:16:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1816.82 total_reward_ma:1633.65 loss:-0.006646 fps:1912 +frame:5.88e+06 wall_t:3076 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.034 +2026-01-06 12:16:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1827.06 total_reward_ma:1637.09 loss:-0.01533 fps:1912 +frame:5.89e+06 wall_t:3080 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.059 +2026-01-06 12:17:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1856.10 total_reward_ma:1640.86 loss:-0.01215 fps:1912 +frame:5.90e+06 wall_t:3085 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.112 +2026-01-06 12:17:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1865.78 total_reward_ma:1644.78 loss:-0.02336 fps:1913 +frame:5.91e+06 wall_t:3090 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.155 +2026-01-06 12:17:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1910.06 total_reward_ma:1649.14 loss:-0.0217 fps:1913 +frame:5.92e+06 wall_t:3095 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.145 +2026-01-06 12:17:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1900.62 total_reward_ma:1652.96 loss:-0.01287 fps:1914 +frame:5.93e+06 wall_t:3099 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.092 +2026-01-06 12:17:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1962.18 total_reward_ma:1657.43 loss:-0.007528 fps:1914 +frame:5.94e+06 wall_t:3104 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.131 +2026-01-06 12:17:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:1962.18 total_reward_ma:1662.11 loss:-0.01346 fps:1914 +frame:5.95e+06 wall_t:3109 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.081 +2026-01-06 12:17:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2012.82 total_reward_ma:1667.47 loss:-0.0197 fps:1914 +frame:5.96e+06 wall_t:3114 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.083 +2026-01-06 12:17:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2018.60 total_reward_ma:1672.76 loss:-0.02091 fps:1915 +frame:5.97e+06 wall_t:3118 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.136 +2026-01-06 12:17:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2026.24 total_reward_ma:1677.62 loss:-0.0184 fps:1915 +frame:5.98e+06 wall_t:3123 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.078 +2026-01-06 12:17:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2002.12 total_reward_ma:1681.97 loss:-0.01766 fps:1915 +frame:5.99e+06 wall_t:3128 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.146 +2026-01-06 12:17:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2018.64 total_reward_ma:1686.14 loss:-0.01996 fps:1916 +frame:6.00e+06 wall_t:3132 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.109 +2026-01-06 12:17:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2027.48 total_reward_ma:1690.60 loss:-0.009256 fps:1916 +frame:6.01e+06 wall_t:3137 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.061 +2026-01-06 12:17:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2099.80 total_reward_ma:1695.86 loss:-0.01245 fps:1917 +frame:6.02e+06 wall_t:3141 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.201 +2026-01-06 12:18:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2084.28 total_reward_ma:1700.94 loss:-0.0169 fps:1917 +frame:6.03e+06 wall_t:3146 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.104 +2026-01-06 12:18:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2121.40 total_reward_ma:1706.30 loss:-0.01651 fps:1917 +frame:6.04e+06 wall_t:3151 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:18:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2134.52 total_reward_ma:1711.66 loss:-0.01194 fps:1917 +frame:6.05e+06 wall_t:3156 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.124 +2026-01-06 12:18:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2160.72 total_reward_ma:1717.39 loss:-0.01642 fps:1917 +frame:6.06e+06 wall_t:3161 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.157 +2026-01-06 12:18:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2169.04 total_reward_ma:1723.17 loss:-0.007181 fps:1917 +frame:6.07e+06 wall_t:3166 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.077 +2026-01-06 12:18:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2182.88 total_reward_ma:1729.10 loss:-0.01415 fps:1917 +frame:6.08e+06 wall_t:3171 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.139 +2026-01-06 12:18:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2160.96 total_reward_ma:1734.89 loss:-0.02086 fps:1918 +frame:6.09e+06 wall_t:3175 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.19 +2026-01-06 12:18:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2199.68 total_reward_ma:1741.08 loss:-0.01361 fps:1918 +frame:6.10e+06 wall_t:3180 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.159 +2026-01-06 12:18:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2216.56 total_reward_ma:1747.23 loss:-0.01402 fps:1919 +frame:6.11e+06 wall_t:3184 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.155 +2026-01-06 12:18:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2219.52 total_reward_ma:1753.59 loss:-0.01651 fps:1919 +frame:6.12e+06 wall_t:3189 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:18:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2213.56 total_reward_ma:1759.82 loss:-0.01885 fps:1919 +frame:6.13e+06 wall_t:3194 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.186 +2026-01-06 12:18:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2236.60 total_reward_ma:1766.21 loss:-0.0172 fps:1920 +frame:6.14e+06 wall_t:3198 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.009 +2026-01-06 12:19:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2239.92 total_reward_ma:1772.76 loss:-0.008811 fps:1920 +frame:6.15e+06 wall_t:3203 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.111 +2026-01-06 12:19:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2250.04 total_reward_ma:1779.35 loss:-0.01181 fps:1920 +frame:6.16e+06 wall_t:3208 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.177 +2026-01-06 12:19:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2258.92 total_reward_ma:1786.00 loss:-0.01193 fps:1920 +frame:6.17e+06 wall_t:3213 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.14 +2026-01-06 12:19:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2335.54 total_reward_ma:1793.25 loss:-0.00923 fps:1920 +frame:6.18e+06 wall_t:3218 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 12:19:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2337.62 total_reward_ma:1800.29 loss:-0.008992 fps:1921 +frame:6.19e+06 wall_t:3222 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 12:19:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2325.14 total_reward_ma:1807.41 loss:-0.009054 fps:1921 +frame:6.20e+06 wall_t:3227 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.181 +2026-01-06 12:19:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2315.22 total_reward_ma:1814.99 loss:-0.01774 fps:1921 +frame:6.21e+06 wall_t:3232 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.088 +2026-01-06 12:19:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2315.22 total_reward_ma:1822.56 loss:-0.0124 fps:1922 +frame:6.22e+06 wall_t:3236 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.135 +2026-01-06 12:19:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2238.82 total_reward_ma:1829.23 loss:-0.004989 fps:1923 +frame:6.23e+06 wall_t:3240 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.078 +2026-01-06 12:19:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2226.66 total_reward_ma:1835.62 loss:-0.01454 fps:1923 +frame:6.24e+06 wall_t:3245 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.119 +2026-01-06 12:19:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2242.94 total_reward_ma:1842.35 loss:-0.007145 fps:1924 +frame:6.25e+06 wall_t:3249 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.178 +2026-01-06 12:19:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2239.74 total_reward_ma:1849.02 loss:-0.01309 fps:1924 +frame:6.26e+06 wall_t:3254 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.116 +2026-01-06 12:19:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2197.58 total_reward_ma:1855.25 loss:-0.01602 fps:1924 +frame:6.27e+06 wall_t:3258 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.201 +2026-01-06 12:20:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2222.18 total_reward_ma:1861.78 loss:-0.02002 fps:1925 +frame:6.28e+06 wall_t:3263 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.073 +2026-01-06 12:20:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2222.98 total_reward_ma:1868.29 loss:-0.002507 fps:1925 +frame:6.29e+06 wall_t:3268 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.136 +2026-01-06 12:20:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2190.62 total_reward_ma:1874.42 loss:-0.002445 fps:1925 +frame:6.30e+06 wall_t:3272 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.197 +2026-01-06 12:20:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2186.34 total_reward_ma:1880.33 loss:-0.01699 fps:1926 +frame:6.31e+06 wall_t:3276 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.101 +2026-01-06 12:20:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2219.66 total_reward_ma:1886.55 loss:-0.001183 fps:1927 +frame:6.32e+06 wall_t:3280 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.174 +2026-01-06 12:20:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2186.06 total_reward_ma:1892.68 loss:-0.01623 fps:1927 +frame:6.33e+06 wall_t:3285 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.171 +2026-01-06 12:20:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2200.74 total_reward_ma:1898.95 loss:-0.02281 fps:1928 +frame:6.34e+06 wall_t:3289 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.169 +2026-01-06 12:20:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2152.82 total_reward_ma:1904.49 loss:-0.01493 fps:1928 +frame:6.35e+06 wall_t:3294 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.092 +2026-01-06 12:20:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2143.30 total_reward_ma:1910.05 loss:-0.0177 fps:1928 +frame:6.36e+06 wall_t:3299 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.114 +2026-01-06 12:20:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2131.12 total_reward_ma:1915.44 loss:-0.0007478 fps:1928 +frame:6.37e+06 wall_t:3304 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:20:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2148.28 total_reward_ma:1920.86 loss:-0.01598 fps:1929 +frame:6.38e+06 wall_t:3308 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.22 +2026-01-06 12:20:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2122.40 total_reward_ma:1926.00 loss:-0.01253 fps:1929 +frame:6.39e+06 wall_t:3313 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.108 +2026-01-06 12:20:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2104.72 total_reward_ma:1930.97 loss:-0.009463 fps:1929 +frame:6.40e+06 wall_t:3317 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.14 +2026-01-06 12:20:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2147.52 total_reward_ma:1936.34 loss:-0.01542 fps:1930 +frame:6.41e+06 wall_t:3321 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.281 +2026-01-06 12:21:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2175.92 total_reward_ma:1941.98 loss:-0.01893 fps:1930 +frame:6.42e+06 wall_t:3326 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.04 +2026-01-06 12:21:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2147.40 total_reward_ma:1947.04 loss:-0.006316 fps:1931 +frame:6.43e+06 wall_t:3330 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.146 +2026-01-06 12:21:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2113.12 total_reward_ma:1951.82 loss:-0.01868 fps:1931 +frame:6.44e+06 wall_t:3335 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.182 +2026-01-06 12:21:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2115.60 total_reward_ma:1956.87 loss:-0.01592 fps:1931 +frame:6.45e+06 wall_t:3340 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.122 +2026-01-06 12:21:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2117.46 total_reward_ma:1962.14 loss:-0.02108 fps:1932 +frame:6.46e+06 wall_t:3344 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.2 +2026-01-06 12:21:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2126.30 total_reward_ma:1967.31 loss:-0.011 fps:1932 +frame:6.47e+06 wall_t:3349 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.074 +2026-01-06 12:21:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2116.02 total_reward_ma:1972.10 loss:-0.0186 fps:1932 +frame:6.48e+06 wall_t:3354 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.214 +2026-01-06 12:21:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2178.42 total_reward_ma:1977.44 loss:-0.00176 fps:1932 +frame:6.49e+06 wall_t:3359 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.14 +2026-01-06 12:21:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2173.82 total_reward_ma:1982.71 loss:-0.01679 fps:1932 +frame:6.50e+06 wall_t:3364 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.137 +2026-01-06 12:21:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2159.56 total_reward_ma:1987.67 loss:-0.01558 fps:1933 +frame:6.51e+06 wall_t:3368 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.171 +2026-01-06 12:21:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2162.56 total_reward_ma:1992.65 loss:-0.01058 fps:1933 +frame:6.52e+06 wall_t:3373 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.19 +2026-01-06 12:21:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2124.96 total_reward_ma:1997.25 loss:-0.02027 fps:1934 +frame:6.53e+06 wall_t:3377 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.155 +2026-01-06 12:21:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2128.40 total_reward_ma:2001.76 loss:-0.01141 fps:1934 +frame:6.54e+06 wall_t:3381 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.18 +2026-01-06 12:22:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2138.60 total_reward_ma:2006.34 loss:-0.02094 fps:1934 +frame:6.55e+06 wall_t:3386 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.106 +2026-01-06 12:22:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2113.64 total_reward_ma:2010.46 loss:-0.0163 fps:1935 +frame:6.56e+06 wall_t:3390 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.132 +2026-01-06 12:22:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2075.48 total_reward_ma:2014.02 loss:-0.0162 fps:1935 +frame:6.57e+06 wall_t:3395 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.116 +2026-01-06 12:22:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2047.84 total_reward_ma:2017.39 loss:-0.02248 fps:1936 +frame:6.58e+06 wall_t:3399 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.231 +2026-01-06 12:22:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2036.44 total_reward_ma:2020.58 loss:-0.02273 fps:1937 +frame:6.59e+06 wall_t:3403 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.142 +2026-01-06 12:22:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2045.60 total_reward_ma:2023.85 loss:-0.0127 fps:1937 +frame:6.60e+06 wall_t:3408 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.174 +2026-01-06 12:22:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2057.28 total_reward_ma:2027.32 loss:-0.01803 fps:1937 +frame:6.61e+06 wall_t:3413 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.132 +2026-01-06 12:22:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2052.66 total_reward_ma:2031.15 loss:-0.01561 fps:1937 +frame:6.62e+06 wall_t:3417 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.151 +2026-01-06 12:22:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2065.54 total_reward_ma:2035.04 loss:-0.01526 fps:1937 +frame:6.63e+06 wall_t:3422 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.165 +2026-01-06 12:22:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2108.10 total_reward_ma:2038.95 loss:-0.0154 fps:1938 +frame:6.64e+06 wall_t:3426 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.123 +2026-01-06 12:22:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2158.96 total_reward_ma:2043.57 loss:-0.01329 fps:1938 +frame:6.65e+06 wall_t:3431 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.072 +2026-01-06 12:22:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2134.64 total_reward_ma:2048.04 loss:-0.01803 fps:1939 +frame:6.66e+06 wall_t:3434 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.127 +2026-01-06 12:22:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2114.00 total_reward_ma:2052.49 loss:-0.01491 fps:1940 +frame:6.67e+06 wall_t:3439 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.123 +2026-01-06 12:23:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2101.96 total_reward_ma:2056.56 loss:-0.01463 fps:1940 +frame:6.68e+06 wall_t:3443 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.133 +2026-01-06 12:23:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2156.00 total_reward_ma:2061.02 loss:-0.01275 fps:1940 +frame:6.69e+06 wall_t:3448 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:23:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2172.72 total_reward_ma:2065.80 loss:-0.0228 fps:1941 +frame:6.70e+06 wall_t:3452 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:23:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2182.32 total_reward_ma:2070.84 loss:-0.01083 fps:1942 +frame:6.71e+06 wall_t:3456 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.147 +2026-01-06 12:23:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2156.94 total_reward_ma:2075.76 loss:-0.007559 fps:1942 +frame:6.72e+06 wall_t:3461 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.1 +2026-01-06 12:23:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2173.06 total_reward_ma:2080.35 loss:-0.0205 fps:1942 +frame:6.73e+06 wall_t:3465 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:23:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2184.44 total_reward_ma:2084.83 loss:-0.02996 fps:1942 +frame:6.74e+06 wall_t:3470 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.269 +2026-01-06 12:23:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2162.28 total_reward_ma:2089.20 loss:-0.01291 fps:1943 +frame:6.75e+06 wall_t:3474 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.168 +2026-01-06 12:23:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2144.42 total_reward_ma:2093.44 loss:-0.01709 fps:1944 +frame:6.76e+06 wall_t:3478 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.244 +2026-01-06 12:23:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2177.50 total_reward_ma:2097.53 loss:-0.01656 fps:1944 +frame:6.77e+06 wall_t:3483 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.119 +2026-01-06 12:23:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2209.94 total_reward_ma:2102.09 loss:-0.02041 fps:1944 +frame:6.78e+06 wall_t:3488 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.129 +2026-01-06 12:23:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2199.98 total_reward_ma:2106.91 loss:-0.02099 fps:1944 +frame:6.79e+06 wall_t:3492 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.224 +2026-01-06 12:23:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2192.42 total_reward_ma:2111.65 loss:-0.01293 fps:1945 +frame:6.80e+06 wall_t:3497 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.205 +2026-01-06 12:23:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2188.34 total_reward_ma:2116.37 loss:-0.0177 fps:1945 +frame:6.81e+06 wall_t:3501 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.184 +2026-01-06 12:24:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2212.94 total_reward_ma:2120.49 loss:-0.01918 fps:1945 +frame:6.82e+06 wall_t:3506 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.097 +2026-01-06 12:24:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2220.06 total_reward_ma:2124.59 loss:-0.0251 fps:1946 +frame:6.83e+06 wall_t:3510 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.258 +2026-01-06 12:24:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2214.10 total_reward_ma:2128.42 loss:-0.01512 fps:1946 +frame:6.84e+06 wall_t:3515 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.129 +2026-01-06 12:24:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2210.62 total_reward_ma:2131.92 loss:-0.01357 fps:1946 +frame:6.85e+06 wall_t:3520 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.204 +2026-01-06 12:24:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2230.86 total_reward_ma:2135.97 loss:-0.009663 fps:1946 +frame:6.86e+06 wall_t:3525 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:24:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2282.38 total_reward_ma:2140.70 loss:-0.02044 fps:1947 +frame:6.87e+06 wall_t:3529 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.094 +2026-01-06 12:24:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2303.14 total_reward_ma:2145.56 loss:-0.01174 fps:1947 +frame:6.88e+06 wall_t:3534 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.144 +2026-01-06 12:24:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2275.46 total_reward_ma:2150.05 loss:-0.007221 fps:1947 +frame:6.89e+06 wall_t:3538 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.224 +2026-01-06 12:24:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2243.18 total_reward_ma:2153.92 loss:-0.02241 fps:1948 +frame:6.90e+06 wall_t:3543 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.179 +2026-01-06 12:24:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2212.64 total_reward_ma:2157.39 loss:-0.01579 fps:1948 +frame:6.91e+06 wall_t:3548 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.31 +2026-01-06 12:24:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2185.96 total_reward_ma:2160.14 loss:-0.0129 fps:1948 +frame:6.92e+06 wall_t:3553 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.232 +2026-01-06 12:24:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2191.44 total_reward_ma:2163.05 loss:-0.0167 fps:1948 +frame:6.93e+06 wall_t:3558 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.243 +2026-01-06 12:25:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2145.58 total_reward_ma:2164.89 loss:-0.01686 fps:1948 +frame:6.94e+06 wall_t:3563 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.089 +2026-01-06 12:25:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2145.02 total_reward_ma:2166.72 loss:-0.009675 fps:1948 +frame:6.95e+06 wall_t:3568 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.049 +2026-01-06 12:25:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2098.22 total_reward_ma:2167.57 loss:-0.01362 fps:1948 +frame:6.96e+06 wall_t:3573 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.053 +2026-01-06 12:25:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2088.62 total_reward_ma:2168.27 loss:-0.01077 fps:1949 +frame:6.97e+06 wall_t:3577 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.108 +2026-01-06 12:25:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2164.10 total_reward_ma:2169.65 loss:-0.01159 fps:1949 +frame:6.98e+06 wall_t:3581 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.131 +2026-01-06 12:25:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2147.22 total_reward_ma:2171.10 loss:-0.01937 fps:1949 +frame:6.99e+06 wall_t:3586 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.113 +2026-01-06 12:25:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2125.08 total_reward_ma:2172.16 loss:0.0003786 fps:1950 +frame:7.00e+06 wall_t:3590 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.141 +2026-01-06 12:25:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2158.56 total_reward_ma:2173.47 loss:-0.0163 fps:1950 +frame:7.01e+06 wall_t:3594 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.116 +2026-01-06 12:25:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2134.30 total_reward_ma:2173.82 loss:-0.01657 fps:1951 +frame:7.02e+06 wall_t:3599 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.2 +2026-01-06 12:25:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2151.86 total_reward_ma:2174.50 loss:-0.007725 fps:1951 +frame:7.03e+06 wall_t:3604 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.104 +2026-01-06 12:25:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2159.76 total_reward_ma:2174.88 loss:-0.01359 fps:1951 +frame:7.04e+06 wall_t:3608 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.191 +2026-01-06 12:25:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2156.40 total_reward_ma:2175.10 loss:-0.003028 fps:1952 +frame:7.05e+06 wall_t:3612 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.178 +2026-01-06 12:25:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2154.80 total_reward_ma:2175.04 loss:0.0004117 fps:1952 +frame:7.06e+06 wall_t:3617 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.045 +2026-01-06 12:25:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2175.12 total_reward_ma:2175.10 loss:-0.002831 fps:1952 +frame:7.07e+06 wall_t:3621 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.098 +2026-01-06 12:26:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2217.14 total_reward_ma:2175.44 loss:-0.007093 fps:1953 +frame:7.08e+06 wall_t:3626 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.094 +2026-01-06 12:26:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2260.02 total_reward_ma:2176.43 loss:-0.02292 fps:1953 +frame:7.09e+06 wall_t:3630 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.242 +2026-01-06 12:26:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2250.50 total_reward_ma:2176.94 loss:-0.01262 fps:1954 +frame:7.10e+06 wall_t:3634 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.145 +2026-01-06 12:26:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2257.46 total_reward_ma:2177.35 loss:-0.01291 fps:1954 +frame:7.11e+06 wall_t:3639 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.119 +2026-01-06 12:26:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2253.30 total_reward_ma:2177.69 loss:-0.01981 fps:1954 +frame:7.12e+06 wall_t:3644 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.226 +2026-01-06 12:26:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2271.70 total_reward_ma:2178.27 loss:-0.01023 fps:1954 +frame:7.13e+06 wall_t:3648 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.109 +2026-01-06 12:26:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2207.30 total_reward_ma:2177.98 loss:0.0001295 fps:1955 +frame:7.14e+06 wall_t:3653 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.037 +2026-01-06 12:26:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2211.10 total_reward_ma:2177.69 loss:-0.01218 fps:1955 +frame:7.15e+06 wall_t:3658 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.16 +2026-01-06 12:26:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2220.26 total_reward_ma:2177.39 loss:-0.01896 fps:1955 +frame:7.16e+06 wall_t:3662 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.293 +2026-01-06 12:26:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2208.34 total_reward_ma:2176.88 loss:-0.006875 fps:1956 +frame:7.17e+06 wall_t:3666 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.9268 +2026-01-06 12:26:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2225.94 total_reward_ma:2175.79 loss:-0.01547 fps:1956 +frame:7.18e+06 wall_t:3671 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:26:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2291.10 total_reward_ma:2175.32 loss:-0.01016 fps:1956 +frame:7.19e+06 wall_t:3676 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.151 +2026-01-06 12:26:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2311.22 total_reward_ma:2175.18 loss:-0.01532 fps:1957 +frame:7.20e+06 wall_t:3680 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:27:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2372.46 total_reward_ma:2175.76 loss:-0.01816 fps:1957 +frame:7.21e+06 wall_t:3685 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:27:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2393.20 total_reward_ma:2176.54 loss:-0.01977 fps:1957 +frame:7.22e+06 wall_t:3690 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.22 +2026-01-06 12:27:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2408.68 total_reward_ma:2178.23 loss:-0.01363 fps:1957 +frame:7.23e+06 wall_t:3694 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:27:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2435.80 total_reward_ma:2180.33 loss:-0.0124 fps:1958 +frame:7.24e+06 wall_t:3698 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.113 +2026-01-06 12:27:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2437.96 total_reward_ma:2182.28 loss:-0.003418 fps:1958 +frame:7.25e+06 wall_t:3703 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.043 +2026-01-06 12:27:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2413.32 total_reward_ma:2184.01 loss:-0.0006131 fps:1958 +frame:7.26e+06 wall_t:3707 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.174 +2026-01-06 12:27:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2412.92 total_reward_ma:2186.17 loss:-0.01694 fps:1959 +frame:7.27e+06 wall_t:3711 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.091 +2026-01-06 12:27:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2366.60 total_reward_ma:2187.61 loss:-0.006613 fps:1959 +frame:7.28e+06 wall_t:3716 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.03 +2026-01-06 12:27:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2368.98 total_reward_ma:2189.07 loss:-0.01169 fps:1960 +frame:7.29e+06 wall_t:3720 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.086 +2026-01-06 12:27:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2408.22 total_reward_ma:2191.25 loss:-0.01882 fps:1960 +frame:7.30e+06 wall_t:3725 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.053 +2026-01-06 12:27:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2397.30 total_reward_ma:2193.35 loss:-0.01266 fps:1960 +frame:7.31e+06 wall_t:3730 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.101 +2026-01-06 12:27:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2349.32 total_reward_ma:2194.65 loss:-0.008905 fps:1960 +frame:7.32e+06 wall_t:3734 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.202 +2026-01-06 12:27:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2364.20 total_reward_ma:2196.43 loss:-0.009406 fps:1961 +frame:7.33e+06 wall_t:3738 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.072 +2026-01-06 12:28:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2373.70 total_reward_ma:2198.16 loss:-0.006915 fps:1962 +frame:7.34e+06 wall_t:3742 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:28:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2379.84 total_reward_ma:2200.43 loss:-0.01469 fps:1962 +frame:7.35e+06 wall_t:3747 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.01 +2026-01-06 12:28:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2346.04 total_reward_ma:2202.46 loss:-0.01479 fps:1962 +frame:7.36e+06 wall_t:3751 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.114 +2026-01-06 12:28:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2345.56 total_reward_ma:2204.60 loss:-0.011 fps:1963 +frame:7.37e+06 wall_t:3755 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.995 +2026-01-06 12:28:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2341.68 total_reward_ma:2206.54 loss:-0.01072 fps:1963 +frame:7.38e+06 wall_t:3760 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.087 +2026-01-06 12:28:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2348.12 total_reward_ma:2208.80 loss:0.000298 fps:1963 +frame:7.39e+06 wall_t:3764 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.131 +2026-01-06 12:28:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2332.20 total_reward_ma:2211.07 loss:0.0004021 fps:1963 +frame:7.40e+06 wall_t:3769 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.167 +2026-01-06 12:28:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2355.82 total_reward_ma:2213.15 loss:-0.01407 fps:1963 +frame:7.41e+06 wall_t:3774 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.09 +2026-01-06 12:28:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2352.06 total_reward_ma:2214.92 loss:-0.006126 fps:1964 +frame:7.42e+06 wall_t:3778 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.018 +2026-01-06 12:28:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2383.54 total_reward_ma:2217.28 loss:-0.01554 fps:1965 +frame:7.43e+06 wall_t:3782 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.216 +2026-01-06 12:28:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2362.30 total_reward_ma:2219.77 loss:-0.01358 fps:1965 +frame:7.44e+06 wall_t:3787 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.034 +2026-01-06 12:28:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2307.86 total_reward_ma:2221.69 loss:-0.0115 fps:1965 +frame:7.45e+06 wall_t:3791 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.024 +2026-01-06 12:28:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2275.54 total_reward_ma:2223.27 loss:-0.01629 fps:1965 +frame:7.46e+06 wall_t:3796 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.026 +2026-01-06 12:28:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2255.02 total_reward_ma:2224.56 loss:-0.009026 fps:1966 +frame:7.47e+06 wall_t:3800 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.034 +2026-01-06 12:29:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2240.30 total_reward_ma:2225.80 loss:-0.01554 fps:1966 +frame:7.48e+06 wall_t:3805 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.06 +2026-01-06 12:29:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2230.92 total_reward_ma:2226.33 loss:-0.007146 fps:1966 +frame:7.49e+06 wall_t:3809 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.027 +2026-01-06 12:29:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2228.28 total_reward_ma:2226.87 loss:0.0009038 fps:1966 +frame:7.50e+06 wall_t:3814 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.02 +2026-01-06 12:29:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2241.16 total_reward_ma:2227.69 loss:-0.006167 fps:1967 +frame:7.51e+06 wall_t:3818 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.033 +2026-01-06 12:29:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2272.16 total_reward_ma:2228.78 loss:-0.01081 fps:1968 +frame:7.52e+06 wall_t:3822 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.054 +2026-01-06 12:29:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2274.80 total_reward_ma:2230.28 loss:-0.0113 fps:1968 +frame:7.53e+06 wall_t:3827 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.049 +2026-01-06 12:29:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2286.08 total_reward_ma:2231.86 loss:-0.01167 fps:1968 +frame:7.54e+06 wall_t:3831 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:29:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2249.96 total_reward_ma:2232.97 loss:-0.002319 fps:1968 +frame:7.55e+06 wall_t:3837 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.077 +2026-01-06 12:29:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2228.40 total_reward_ma:2234.12 loss:-0.01186 fps:1968 +frame:7.56e+06 wall_t:3842 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.055 +2026-01-06 12:29:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2250.04 total_reward_ma:2235.87 loss:0.001217 fps:1968 +frame:7.57e+06 wall_t:3846 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.153 +2026-01-06 12:29:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2254.72 total_reward_ma:2237.93 loss:-0.009684 fps:1968 +frame:7.58e+06 wall_t:3851 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.157 +2026-01-06 12:29:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2268.64 total_reward_ma:2240.26 loss:-0.009463 fps:1968 +frame:7.59e+06 wall_t:3856 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.046 +2026-01-06 12:29:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2247.62 total_reward_ma:2242.28 loss:-0.007003 fps:1969 +frame:7.60e+06 wall_t:3860 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.047 +2026-01-06 12:30:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2263.90 total_reward_ma:2244.34 loss:-0.01434 fps:1969 +frame:7.61e+06 wall_t:3865 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.11 +2026-01-06 12:30:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2250.20 total_reward_ma:2246.32 loss:-0.0181 fps:1970 +frame:7.62e+06 wall_t:3869 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.082 +2026-01-06 12:30:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2268.72 total_reward_ma:2248.35 loss:-0.01245 fps:1970 +frame:7.63e+06 wall_t:3874 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 12:30:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2289.98 total_reward_ma:2250.17 loss:-0.01383 fps:1970 +frame:7.64e+06 wall_t:3878 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.9957 +2026-01-06 12:30:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2298.82 total_reward_ma:2251.57 loss:-0.008087 fps:1970 +frame:7.65e+06 wall_t:3883 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.9822 +2026-01-06 12:30:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2294.42 total_reward_ma:2253.16 loss:-0.01374 fps:1971 +frame:7.66e+06 wall_t:3887 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.017 +2026-01-06 12:30:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2283.36 total_reward_ma:2254.86 loss:-0.009296 fps:1971 +frame:7.67e+06 wall_t:3892 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.097 +2026-01-06 12:30:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2296.24 total_reward_ma:2256.80 loss:-0.01466 fps:1971 +frame:7.68e+06 wall_t:3896 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.036 +2026-01-06 12:30:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2298.88 total_reward_ma:2258.23 loss:-0.01041 fps:1972 +frame:7.69e+06 wall_t:3900 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.044 +2026-01-06 12:30:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2324.48 total_reward_ma:2259.75 loss:-0.01426 fps:1972 +frame:7.70e+06 wall_t:3905 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.132 +2026-01-06 12:30:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2358.54 total_reward_ma:2261.51 loss:0.008801 fps:1972 +frame:7.71e+06 wall_t:3909 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.9809 +2026-01-06 12:30:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2356.02 total_reward_ma:2263.50 loss:-0.009678 fps:1972 +frame:7.72e+06 wall_t:3914 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.113 +2026-01-06 12:30:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2295.66 total_reward_ma:2264.73 loss:-0.006443 fps:1973 +frame:7.73e+06 wall_t:3918 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.035 +2026-01-06 12:31:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2298.22 total_reward_ma:2265.86 loss:-0.001841 fps:1973 +frame:7.74e+06 wall_t:3923 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.018 +2026-01-06 12:31:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2279.26 total_reward_ma:2267.03 loss:-0.01971 fps:1974 +frame:7.75e+06 wall_t:3927 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.144 +2026-01-06 12:31:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2263.06 total_reward_ma:2268.22 loss:-0.01706 fps:1974 +frame:7.76e+06 wall_t:3932 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.026 +2026-01-06 12:31:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2259.86 total_reward_ma:2269.04 loss:-0.009633 fps:1975 +frame:7.77e+06 wall_t:3935 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:31:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2278.30 total_reward_ma:2269.73 loss:-0.01294 fps:1975 +frame:7.78e+06 wall_t:3940 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.9849 +2026-01-06 12:31:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2289.94 total_reward_ma:2270.63 loss:-0.009293 fps:1975 +frame:7.79e+06 wall_t:3944 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.138 +2026-01-06 12:31:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2261.94 total_reward_ma:2271.32 loss:-0.01936 fps:1975 +frame:7.80e+06 wall_t:3949 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.087 +2026-01-06 12:31:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2248.82 total_reward_ma:2271.93 loss:-0.01426 fps:1976 +frame:7.81e+06 wall_t:3953 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.9982 +2026-01-06 12:31:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2247.70 total_reward_ma:2272.27 loss:-0.0122 fps:1976 +frame:7.82e+06 wall_t:3958 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.071 +2026-01-06 12:31:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2260.06 total_reward_ma:2272.68 loss:-0.01344 fps:1976 +frame:7.83e+06 wall_t:3962 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.008 +2026-01-06 12:31:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2277.44 total_reward_ma:2273.31 loss:-0.008325 fps:1976 +frame:7.84e+06 wall_t:3967 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.062 +2026-01-06 12:31:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2260.24 total_reward_ma:2273.80 loss:-0.005626 fps:1977 +frame:7.85e+06 wall_t:3971 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.114 +2026-01-06 12:31:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2233.98 total_reward_ma:2273.84 loss:-0.01294 fps:1977 +frame:7.86e+06 wall_t:3976 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.014 +2026-01-06 12:31:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2230.62 total_reward_ma:2273.32 loss:-0.006993 fps:1977 +frame:7.87e+06 wall_t:3981 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.9942 +2026-01-06 12:32:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2212.76 total_reward_ma:2272.41 loss:-0.0089 fps:1977 +frame:7.88e+06 wall_t:3985 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.016 +2026-01-06 12:32:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2243.66 total_reward_ma:2272.10 loss:-0.00912 fps:1977 +frame:7.89e+06 wall_t:3990 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.9864 +2026-01-06 12:32:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2270.10 total_reward_ma:2272.37 loss:-0.01251 fps:1977 +frame:7.90e+06 wall_t:3995 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.9611 +2026-01-06 12:32:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2288.86 total_reward_ma:2273.13 loss:-0.0174 fps:1978 +frame:7.91e+06 wall_t:3999 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.073 +2026-01-06 12:32:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2271.98 total_reward_ma:2273.99 loss:-0.001329 fps:1979 +frame:7.92e+06 wall_t:4003 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.042 +2026-01-06 12:32:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2277.14 total_reward_ma:2274.84 loss:-0.007366 fps:1979 +frame:7.93e+06 wall_t:4008 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.054 +2026-01-06 12:32:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2301.70 total_reward_ma:2276.41 loss:-0.01131 fps:1979 +frame:7.94e+06 wall_t:4012 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.182 +2026-01-06 12:32:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2304.44 total_reward_ma:2278.00 loss:-0.01385 fps:1980 +frame:7.95e+06 wall_t:4016 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.025 +2026-01-06 12:32:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2304.44 total_reward_ma:2280.06 loss:-0.008903 fps:1980 +frame:7.96e+06 wall_t:4021 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.048 +2026-01-06 12:32:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2314.10 total_reward_ma:2282.32 loss:-0.0124 fps:1980 +frame:7.97e+06 wall_t:4025 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.033 +2026-01-06 12:32:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2322.22 total_reward_ma:2283.90 loss:-0.01678 fps:1980 +frame:7.98e+06 wall_t:4030 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.063 +2026-01-06 12:32:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2375.06 total_reward_ma:2286.18 loss:-0.01553 fps:1980 +frame:7.99e+06 wall_t:4035 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.139 +2026-01-06 12:32:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2411.90 total_reward_ma:2289.05 loss:-0.01891 fps:1980 +frame:8.00e+06 wall_t:4040 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.109 +2026-01-06 12:33:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2430.98 total_reward_ma:2291.77 loss:-0.02207 fps:1980 +frame:8.01e+06 wall_t:4045 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.2 +2026-01-06 12:33:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2367.70 total_reward_ma:2294.10 loss:-0.02062 fps:1980 +frame:8.02e+06 wall_t:4050 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.215 +2026-01-06 12:33:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2392.62 total_reward_ma:2296.51 loss:-0.007345 fps:1981 +frame:8.03e+06 wall_t:4054 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.082 +2026-01-06 12:33:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2343.46 total_reward_ma:2298.35 loss:-0.01204 fps:1981 +frame:8.04e+06 wall_t:4059 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.051 +2026-01-06 12:33:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2359.76 total_reward_ma:2300.38 loss:-0.006579 fps:1981 +frame:8.05e+06 wall_t:4063 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.046 +2026-01-06 12:33:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2425.50 total_reward_ma:2303.09 loss:-0.01632 fps:1981 +frame:8.06e+06 wall_t:4068 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.104 +2026-01-06 12:33:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2469.86 total_reward_ma:2306.04 loss:-0.0002703 fps:1982 +frame:8.07e+06 wall_t:4072 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.023 +2026-01-06 12:33:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2480.74 total_reward_ma:2308.67 loss:-0.008137 fps:1982 +frame:8.08e+06 wall_t:4077 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.046 +2026-01-06 12:33:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2481.26 total_reward_ma:2310.88 loss:-0.009655 fps:1982 +frame:8.09e+06 wall_t:4081 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.117 +2026-01-06 12:33:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2448.22 total_reward_ma:2312.86 loss:-0.007183 fps:1983 +frame:8.10e+06 wall_t:4085 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.046 +2026-01-06 12:33:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2422.04 total_reward_ma:2314.51 loss:-0.007797 fps:1983 +frame:8.11e+06 wall_t:4090 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:33:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2446.94 total_reward_ma:2316.44 loss:0.001473 fps:1983 +frame:8.12e+06 wall_t:4095 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.134 +2026-01-06 12:33:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2470.30 total_reward_ma:2318.43 loss:-0.01246 fps:1983 +frame:8.13e+06 wall_t:4100 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.011 +2026-01-06 12:34:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2503.62 total_reward_ma:2321.39 loss:-0.009351 fps:1983 +frame:8.14e+06 wall_t:4104 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.017 +2026-01-06 12:34:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2535.78 total_reward_ma:2324.64 loss:-0.01005 fps:1984 +frame:8.15e+06 wall_t:4108 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.056 +2026-01-06 12:34:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2543.34 total_reward_ma:2327.87 loss:-0.01158 fps:1984 +frame:8.16e+06 wall_t:4113 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.189 +2026-01-06 12:34:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2531.36 total_reward_ma:2331.10 loss:-0.005373 fps:1984 +frame:8.17e+06 wall_t:4118 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.117 +2026-01-06 12:34:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2561.02 total_reward_ma:2334.45 loss:-0.01209 fps:1984 +frame:8.18e+06 wall_t:4123 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.04 +2026-01-06 12:34:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2548.18 total_reward_ma:2337.02 loss:-0.01031 fps:1984 +frame:8.19e+06 wall_t:4128 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.18 +2026-01-06 12:34:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2547.96 total_reward_ma:2339.39 loss:-0.01472 fps:1985 +frame:8.20e+06 wall_t:4132 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.064 +2026-01-06 12:34:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2544.12 total_reward_ma:2341.11 loss:-0.00452 fps:1985 +frame:8.21e+06 wall_t:4136 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.079 +2026-01-06 12:34:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2589.16 total_reward_ma:2343.07 loss:-0.01432 fps:1985 +frame:8.22e+06 wall_t:4141 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:34:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2582.80 total_reward_ma:2344.81 loss:-0.01898 fps:1986 +frame:8.23e+06 wall_t:4145 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.179 +2026-01-06 12:34:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2605.80 total_reward_ma:2346.51 loss:-0.006193 fps:1986 +frame:8.24e+06 wall_t:4150 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.062 +2026-01-06 12:34:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2617.36 total_reward_ma:2348.30 loss:-0.01604 fps:1986 +frame:8.25e+06 wall_t:4154 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.057 +2026-01-06 12:34:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2616.52 total_reward_ma:2350.33 loss:-0.01109 fps:1987 +frame:8.26e+06 wall_t:4158 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:35:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2608.50 total_reward_ma:2352.29 loss:-0.00392 fps:1987 +frame:8.27e+06 wall_t:4163 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.089 +2026-01-06 12:35:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2608.50 total_reward_ma:2354.71 loss:-0.003566 fps:1987 +frame:8.28e+06 wall_t:4167 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1 +2026-01-06 12:35:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2649.86 total_reward_ma:2357.52 loss:-0.01201 fps:1987 +frame:8.29e+06 wall_t:4172 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.032 +2026-01-06 12:35:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2661.38 total_reward_ma:2360.05 loss:-0.002528 fps:1988 +frame:8.30e+06 wall_t:4176 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.153 +2026-01-06 12:35:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2749.50 total_reward_ma:2363.57 loss:-0.009854 fps:1988 +frame:8.31e+06 wall_t:4180 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.26 +2026-01-06 12:35:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2756.44 total_reward_ma:2367.64 loss:-0.01289 fps:1988 +frame:8.32e+06 wall_t:4185 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.094 +2026-01-06 12:35:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2794.74 total_reward_ma:2371.95 loss:-0.01732 fps:1988 +frame:8.33e+06 wall_t:4190 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.134 +2026-01-06 12:35:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2766.76 total_reward_ma:2375.88 loss:-0.01438 fps:1989 +frame:8.34e+06 wall_t:4194 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.179 +2026-01-06 12:35:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2759.80 total_reward_ma:2379.68 loss:-0.007623 fps:1989 +frame:8.35e+06 wall_t:4199 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.201 +2026-01-06 12:35:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2761.02 total_reward_ma:2383.83 loss:-0.00538 fps:1989 +frame:8.36e+06 wall_t:4204 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.9715 +2026-01-06 12:35:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2738.48 total_reward_ma:2387.76 loss:-0.006163 fps:1989 +frame:8.37e+06 wall_t:4208 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.009 +2026-01-06 12:35:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2780.68 total_reward_ma:2392.15 loss:-0.01763 fps:1989 +frame:8.38e+06 wall_t:4213 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.171 +2026-01-06 12:35:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2848.80 total_reward_ma:2397.15 loss:-0.01296 fps:1990 +frame:8.39e+06 wall_t:4217 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.094 +2026-01-06 12:35:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2848.80 total_reward_ma:2402.32 loss:-0.009945 fps:1990 +frame:8.40e+06 wall_t:4222 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.073 +2026-01-06 12:36:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2914.92 total_reward_ma:2407.91 loss:-0.007153 fps:1990 +frame:8.41e+06 wall_t:4227 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.075 +2026-01-06 12:36:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2946.20 total_reward_ma:2413.85 loss:-0.01042 fps:1990 +frame:8.42e+06 wall_t:4232 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.9889 +2026-01-06 12:36:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2923.38 total_reward_ma:2419.25 loss:-0.006182 fps:1990 +frame:8.43e+06 wall_t:4236 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.141 +2026-01-06 12:36:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2996.94 total_reward_ma:2425.60 loss:-0.004099 fps:1990 +frame:8.44e+06 wall_t:4241 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.023 +2026-01-06 12:36:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3059.38 total_reward_ma:2433.11 loss:-0.007861 fps:1991 +frame:8.45e+06 wall_t:4245 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.056 +2026-01-06 12:36:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3017.08 total_reward_ma:2440.53 loss:0.003289 fps:1991 +frame:8.46e+06 wall_t:4249 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.075 +2026-01-06 12:36:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3016.12 total_reward_ma:2448.14 loss:-0.007792 fps:1991 +frame:8.47e+06 wall_t:4254 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.105 +2026-01-06 12:36:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2990.20 total_reward_ma:2455.64 loss:-0.01444 fps:1992 +frame:8.48e+06 wall_t:4258 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.11 +2026-01-06 12:36:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2970.48 total_reward_ma:2463.03 loss:-0.008989 fps:1992 +frame:8.49e+06 wall_t:4263 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.139 +2026-01-06 12:36:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2978.40 total_reward_ma:2470.53 loss:-0.01248 fps:1992 +frame:8.50e+06 wall_t:4267 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.145 +2026-01-06 12:36:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2997.78 total_reward_ma:2478.10 loss:-0.009296 fps:1992 +frame:8.51e+06 wall_t:4272 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.131 +2026-01-06 12:36:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2975.16 total_reward_ma:2485.13 loss:-0.008826 fps:1992 +frame:8.52e+06 wall_t:4277 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.172 +2026-01-06 12:36:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2942.22 total_reward_ma:2491.80 loss:-0.01224 fps:1993 +frame:8.53e+06 wall_t:4281 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.153 +2026-01-06 12:37:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2899.36 total_reward_ma:2497.94 loss:0.004265 fps:1993 +frame:8.54e+06 wall_t:4286 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.041 +2026-01-06 12:37:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2886.44 total_reward_ma:2504.30 loss:-0.001392 fps:1993 +frame:8.55e+06 wall_t:4290 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.022 +2026-01-06 12:37:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2898.56 total_reward_ma:2511.00 loss:-0.001499 fps:1993 +frame:8.56e+06 wall_t:4295 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.9548 +2026-01-06 12:37:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2914.86 total_reward_ma:2517.65 loss:-0.001115 fps:1993 +frame:8.57e+06 wall_t:4299 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.149 +2026-01-06 12:37:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2907.56 total_reward_ma:2524.18 loss:-0.01412 fps:1994 +frame:8.58e+06 wall_t:4303 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.148 +2026-01-06 12:37:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2938.44 total_reward_ma:2530.88 loss:-0.0146 fps:1994 +frame:8.59e+06 wall_t:4308 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.167 +2026-01-06 12:37:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2913.44 total_reward_ma:2537.54 loss:-0.005557 fps:1994 +frame:8.60e+06 wall_t:4312 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.149 +2026-01-06 12:37:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2854.72 total_reward_ma:2543.44 loss:-0.01595 fps:1994 +frame:8.61e+06 wall_t:4317 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.073 +2026-01-06 12:37:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2868.12 total_reward_ma:2549.62 loss:-0.01548 fps:1995 +frame:8.62e+06 wall_t:4321 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.221 +2026-01-06 12:37:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2893.96 total_reward_ma:2555.88 loss:-0.003693 fps:1995 +frame:8.63e+06 wall_t:4325 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.022 +2026-01-06 12:37:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2916.28 total_reward_ma:2562.14 loss:-0.008271 fps:1995 +frame:8.64e+06 wall_t:4330 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.075 +2026-01-06 12:37:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2942.22 total_reward_ma:2568.57 loss:-0.00857 fps:1995 +frame:8.65e+06 wall_t:4335 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.075 +2026-01-06 12:37:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2918.58 total_reward_ma:2574.81 loss:0.01795 fps:1996 +frame:8.66e+06 wall_t:4339 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.016 +2026-01-06 12:38:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2901.64 total_reward_ma:2581.00 loss:0.00296 fps:1996 +frame:8.67e+06 wall_t:4344 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.065 +2026-01-06 12:38:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2917.04 total_reward_ma:2587.21 loss:-0.004319 fps:1996 +frame:8.68e+06 wall_t:4348 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.057 +2026-01-06 12:38:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2871.52 total_reward_ma:2592.93 loss:-0.001502 fps:1996 +frame:8.69e+06 wall_t:4353 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.9964 +2026-01-06 12:38:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2858.44 total_reward_ma:2598.27 loss:-0.001248 fps:1997 +frame:8.70e+06 wall_t:4357 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.01 +2026-01-06 12:38:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2888.14 total_reward_ma:2603.57 loss:-0.001664 fps:1997 +frame:8.71e+06 wall_t:4361 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.089 +2026-01-06 12:38:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2859.94 total_reward_ma:2608.61 loss:0.006218 fps:1997 +frame:8.72e+06 wall_t:4366 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.02 +2026-01-06 12:38:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2862.74 total_reward_ma:2614.28 loss:0.005009 fps:1998 +frame:8.73e+06 wall_t:4370 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.9824 +2026-01-06 12:38:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2862.82 total_reward_ma:2619.92 loss:-0.01024 fps:1998 +frame:8.74e+06 wall_t:4375 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.039 +2026-01-06 12:38:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2841.74 total_reward_ma:2625.55 loss:0.0003349 fps:1998 +frame:8.75e+06 wall_t:4379 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.111 +2026-01-06 12:38:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2902.46 total_reward_ma:2631.94 loss:-0.01017 fps:1998 +frame:8.76e+06 wall_t:4384 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.9789 +2026-01-06 12:38:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2859.70 total_reward_ma:2637.94 loss:-0.006234 fps:1999 +frame:8.77e+06 wall_t:4388 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.124 +2026-01-06 12:38:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2848.90 total_reward_ma:2643.65 loss:-0.002087 fps:1999 +frame:8.78e+06 wall_t:4393 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.097 +2026-01-06 12:38:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2894.26 total_reward_ma:2649.69 loss:0.0006314 fps:1999 +frame:8.79e+06 wall_t:4398 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.051 +2026-01-06 12:39:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2881.66 total_reward_ma:2655.89 loss:-0.008 fps:1999 +frame:8.80e+06 wall_t:4402 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.9905 +2026-01-06 12:39:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2914.26 total_reward_ma:2662.54 loss:-0.01214 fps:1999 +frame:8.81e+06 wall_t:4407 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.152 +2026-01-06 12:39:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2905.78 total_reward_ma:2669.12 loss:-0.006588 fps:2000 +frame:8.82e+06 wall_t:4411 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.138 +2026-01-06 12:39:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2905.78 total_reward_ma:2675.58 loss:0.001595 fps:2000 +frame:8.83e+06 wall_t:4416 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.085 +2026-01-06 12:39:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2938.08 total_reward_ma:2682.19 loss:-0.002698 fps:2000 +frame:8.84e+06 wall_t:4421 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.093 +2026-01-06 12:39:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2933.44 total_reward_ma:2688.92 loss:-0.0033 fps:2000 +frame:8.85e+06 wall_t:4426 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.13 +2026-01-06 12:39:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2995.72 total_reward_ma:2696.53 loss:-0.0008581 fps:2000 +frame:8.86e+06 wall_t:4430 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.086 +2026-01-06 12:39:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2955.98 total_reward_ma:2703.79 loss:-0.004151 fps:2000 +frame:8.87e+06 wall_t:4434 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 12:39:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2921.72 total_reward_ma:2710.88 loss:0.01214 fps:2000 +frame:8.88e+06 wall_t:4439 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.187 +2026-01-06 12:39:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2890.30 total_reward_ma:2717.34 loss:-0.01113 fps:2001 +frame:8.89e+06 wall_t:4443 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.16 +2026-01-06 12:39:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2919.98 total_reward_ma:2723.84 loss:-0.001965 fps:2001 +frame:8.90e+06 wall_t:4448 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.149 +2026-01-06 12:39:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2957.76 total_reward_ma:2730.53 loss:-0.01464 fps:2001 +frame:8.91e+06 wall_t:4452 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.295 +2026-01-06 12:39:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2979.58 total_reward_ma:2737.61 loss:-0.005833 fps:2002 +frame:8.92e+06 wall_t:4456 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.9604 +2026-01-06 12:39:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2912.70 total_reward_ma:2743.96 loss:0.001406 fps:2002 +frame:8.93e+06 wall_t:4461 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.017 +2026-01-06 12:40:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2948.06 total_reward_ma:2750.43 loss:0.002565 fps:2002 +frame:8.94e+06 wall_t:4466 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.044 +2026-01-06 12:40:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2922.40 total_reward_ma:2756.61 loss:-0.01161 fps:2002 +frame:8.95e+06 wall_t:4470 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.071 +2026-01-06 12:40:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2958.48 total_reward_ma:2763.15 loss:-0.009164 fps:2003 +frame:8.96e+06 wall_t:4474 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:40:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2967.74 total_reward_ma:2769.68 loss:-0.006939 fps:2003 +frame:8.97e+06 wall_t:4478 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.129 +2026-01-06 12:40:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3003.22 total_reward_ma:2776.49 loss:0.001709 fps:2003 +frame:8.98e+06 wall_t:4483 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.09 +2026-01-06 12:40:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2998.26 total_reward_ma:2782.73 loss:-0.006464 fps:2003 +frame:8.99e+06 wall_t:4488 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.097 +2026-01-06 12:40:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3047.30 total_reward_ma:2789.08 loss:-0.006159 fps:2004 +frame:9.00e+06 wall_t:4492 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.185 +2026-01-06 12:40:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2973.32 total_reward_ma:2794.50 loss:-0.004408 fps:2004 +frame:9.01e+06 wall_t:4496 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.259 +2026-01-06 12:40:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2985.70 total_reward_ma:2800.68 loss:-0.002171 fps:2004 +frame:9.02e+06 wall_t:4501 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.084 +2026-01-06 12:40:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2966.14 total_reward_ma:2806.42 loss:-0.008202 fps:2004 +frame:9.03e+06 wall_t:4505 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.096 +2026-01-06 12:40:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3031.66 total_reward_ma:2813.30 loss:-0.01077 fps:2005 +frame:9.04e+06 wall_t:4509 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 12:40:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2979.36 total_reward_ma:2819.50 loss:0.002545 fps:2005 +frame:9.05e+06 wall_t:4513 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.053 +2026-01-06 12:40:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2982.78 total_reward_ma:2825.07 loss:0.00194 fps:2005 +frame:9.06e+06 wall_t:4518 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:41:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3009.62 total_reward_ma:2830.47 loss:-0.001817 fps:2006 +frame:9.07e+06 wall_t:4522 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.096 +2026-01-06 12:41:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3013.50 total_reward_ma:2835.79 loss:0.002346 fps:2006 +frame:9.08e+06 wall_t:4527 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.097 +2026-01-06 12:41:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3008.84 total_reward_ma:2841.07 loss:-0.005381 fps:2006 +frame:9.09e+06 wall_t:4532 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.142 +2026-01-06 12:41:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2990.40 total_reward_ma:2846.49 loss:-0.005383 fps:2006 +frame:9.10e+06 wall_t:4536 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.157 +2026-01-06 12:41:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2944.28 total_reward_ma:2851.71 loss:0.008611 fps:2006 +frame:9.11e+06 wall_t:4541 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.258 +2026-01-06 12:41:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2928.12 total_reward_ma:2856.53 loss:0.01006 fps:2007 +frame:9.12e+06 wall_t:4545 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.056 +2026-01-06 12:41:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2959.40 total_reward_ma:2861.42 loss:-0.012 fps:2007 +frame:9.13e+06 wall_t:4549 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.213 +2026-01-06 12:41:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2964.64 total_reward_ma:2866.03 loss:-0.0136 fps:2007 +frame:9.14e+06 wall_t:4553 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.212 +2026-01-06 12:41:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2964.20 total_reward_ma:2870.31 loss:0.000332 fps:2007 +frame:9.15e+06 wall_t:4558 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.093 +2026-01-06 12:41:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2910.68 total_reward_ma:2873.99 loss:-0.003427 fps:2007 +frame:9.16e+06 wall_t:4563 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:41:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2924.68 total_reward_ma:2877.92 loss:-0.008565 fps:2007 +frame:9.17e+06 wall_t:4568 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.028 +2026-01-06 12:41:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2939.46 total_reward_ma:2881.70 loss:0.004283 fps:2007 +frame:9.18e+06 wall_t:4573 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.02 +2026-01-06 12:41:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:2979.78 total_reward_ma:2886.02 loss:-0.004831 fps:2008 +frame:9.19e+06 wall_t:4577 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.171 +2026-01-06 12:41:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3045.56 total_reward_ma:2891.00 loss:-0.005082 fps:2008 +frame:9.20e+06 wall_t:4582 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.117 +2026-01-06 12:42:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3045.56 total_reward_ma:2896.01 loss:0.0003604 fps:2008 +frame:9.21e+06 wall_t:4586 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.104 +2026-01-06 12:42:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3068.86 total_reward_ma:2900.81 loss:-0.00231 fps:2008 +frame:9.22e+06 wall_t:4591 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.124 +2026-01-06 12:42:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3059.28 total_reward_ma:2905.57 loss:-0.0104 fps:2009 +frame:9.23e+06 wall_t:4595 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.137 +2026-01-06 12:42:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3121.26 total_reward_ma:2910.73 loss:-0.009363 fps:2009 +frame:9.24e+06 wall_t:4599 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.149 +2026-01-06 12:42:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3121.26 total_reward_ma:2915.76 loss:-0.009185 fps:2009 +frame:9.25e+06 wall_t:4604 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.13 +2026-01-06 12:42:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3134.92 total_reward_ma:2920.95 loss:-0.002052 fps:2009 +frame:9.26e+06 wall_t:4609 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.093 +2026-01-06 12:42:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3117.72 total_reward_ma:2926.04 loss:0.004754 fps:2010 +frame:9.27e+06 wall_t:4613 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.074 +2026-01-06 12:42:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3111.18 total_reward_ma:2931.07 loss:-0.007011 fps:2010 +frame:9.28e+06 wall_t:4617 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.213 +2026-01-06 12:42:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3142.22 total_reward_ma:2935.99 loss:-0.002023 fps:2010 +frame:9.29e+06 wall_t:4622 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.047 +2026-01-06 12:42:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3147.18 total_reward_ma:2940.85 loss:-0.001437 fps:2010 +frame:9.30e+06 wall_t:4626 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 12:42:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3129.14 total_reward_ma:2944.65 loss:0.003554 fps:2011 +frame:9.31e+06 wall_t:4630 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.146 +2026-01-06 12:42:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3128.96 total_reward_ma:2948.37 loss:0.002128 fps:2011 +frame:9.32e+06 wall_t:4634 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.043 +2026-01-06 12:42:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3158.24 total_reward_ma:2952.01 loss:0.008351 fps:2011 +frame:9.33e+06 wall_t:4639 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:43:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3216.26 total_reward_ma:2956.50 loss:-0.00252 fps:2012 +frame:9.34e+06 wall_t:4643 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.075 +2026-01-06 12:43:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3201.06 total_reward_ma:2960.91 loss:0.0007838 fps:2012 +frame:9.35e+06 wall_t:4648 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.117 +2026-01-06 12:43:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3204.02 total_reward_ma:2965.34 loss:0.01046 fps:2012 +frame:9.36e+06 wall_t:4653 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.127 +2026-01-06 12:43:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3167.30 total_reward_ma:2969.63 loss:0.01886 fps:2012 +frame:9.37e+06 wall_t:4658 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:43:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3197.82 total_reward_ma:2973.80 loss:-0.002165 fps:2012 +frame:9.38e+06 wall_t:4662 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.091 +2026-01-06 12:43:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3193.22 total_reward_ma:2977.25 loss:0.01073 fps:2012 +frame:9.39e+06 wall_t:4666 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.136 +2026-01-06 12:43:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3194.22 total_reward_ma:2980.70 loss:0.004853 fps:2012 +frame:9.40e+06 wall_t:4671 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.137 +2026-01-06 12:43:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3228.46 total_reward_ma:2983.84 loss:0.005195 fps:2013 +frame:9.41e+06 wall_t:4675 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:43:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3245.12 total_reward_ma:2986.83 loss:0.01024 fps:2013 +frame:9.42e+06 wall_t:4680 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.178 +2026-01-06 12:43:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3265.32 total_reward_ma:2990.25 loss:0.00466 fps:2013 +frame:9.43e+06 wall_t:4684 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:43:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3293.38 total_reward_ma:2993.21 loss:-0.0006007 fps:2013 +frame:9.44e+06 wall_t:4689 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:43:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3296.02 total_reward_ma:2995.58 loss:-0.007349 fps:2014 +frame:9.45e+06 wall_t:4693 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.118 +2026-01-06 12:43:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3301.70 total_reward_ma:2998.42 loss:-0.001717 fps:2014 +frame:9.46e+06 wall_t:4697 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.09 +2026-01-06 12:43:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3317.06 total_reward_ma:3001.43 loss:-0.007128 fps:2014 +frame:9.47e+06 wall_t:4701 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.244 +2026-01-06 12:44:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3305.04 total_reward_ma:3004.58 loss:-0.002651 fps:2014 +frame:9.48e+06 wall_t:4706 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.207 +2026-01-06 12:44:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3371.54 total_reward_ma:3008.59 loss:0.001801 fps:2015 +frame:9.49e+06 wall_t:4710 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.322 +2026-01-06 12:44:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3359.82 total_reward_ma:3012.40 loss:-0.006856 fps:2015 +frame:9.50e+06 wall_t:4714 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.158 +2026-01-06 12:44:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3361.10 total_reward_ma:3016.04 loss:0.007633 fps:2015 +frame:9.51e+06 wall_t:4719 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.181 +2026-01-06 12:44:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3331.00 total_reward_ma:3019.60 loss:-0.001693 fps:2015 +frame:9.52e+06 wall_t:4724 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.098 +2026-01-06 12:44:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3330.04 total_reward_ma:3023.47 loss:0.0003711 fps:2015 +frame:9.53e+06 wall_t:4729 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.216 +2026-01-06 12:44:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3331.84 total_reward_ma:3027.80 loss:-0.0004353 fps:2015 +frame:9.54e+06 wall_t:4734 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.076 +2026-01-06 12:44:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3291.02 total_reward_ma:3031.85 loss:-0.005736 fps:2016 +frame:9.55e+06 wall_t:4738 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.208 +2026-01-06 12:44:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3195.88 total_reward_ma:3034.82 loss:-0.0006323 fps:2016 +frame:9.56e+06 wall_t:4742 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.049 +2026-01-06 12:44:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3207.88 total_reward_ma:3037.75 loss:-0.002097 fps:2016 +frame:9.57e+06 wall_t:4747 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.184 +2026-01-06 12:44:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3194.54 total_reward_ma:3040.62 loss:0.0001827 fps:2016 +frame:9.58e+06 wall_t:4751 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.272 +2026-01-06 12:44:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3194.70 total_reward_ma:3043.18 loss:-0.002365 fps:2017 +frame:9.59e+06 wall_t:4755 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.134 +2026-01-06 12:44:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3160.84 total_reward_ma:3045.66 loss:0.0007301 fps:2017 +frame:9.60e+06 wall_t:4760 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.066 +2026-01-06 12:45:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3182.62 total_reward_ma:3048.93 loss:-0.003882 fps:2017 +frame:9.61e+06 wall_t:4765 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.076 +2026-01-06 12:45:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3115.34 total_reward_ma:3051.41 loss:-0.0006595 fps:2017 +frame:9.62e+06 wall_t:4769 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.185 +2026-01-06 12:45:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3115.62 total_reward_ma:3053.62 loss:-0.0105 fps:2018 +frame:9.63e+06 wall_t:4773 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.25 +2026-01-06 12:45:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3071.04 total_reward_ma:3055.17 loss:0.01126 fps:2018 +frame:9.64e+06 wall_t:4778 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.338 +2026-01-06 12:45:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3070.22 total_reward_ma:3056.45 loss:0.01064 fps:2018 +frame:9.65e+06 wall_t:4782 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.158 +2026-01-06 12:45:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3061.10 total_reward_ma:3057.88 loss:-0.0003703 fps:2018 +frame:9.66e+06 wall_t:4786 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.207 +2026-01-06 12:45:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3053.68 total_reward_ma:3059.40 loss:0.004869 fps:2018 +frame:9.67e+06 wall_t:4791 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.027 +2026-01-06 12:45:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3040.40 total_reward_ma:3060.63 loss:0.0005574 fps:2019 +frame:9.68e+06 wall_t:4795 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.14 +2026-01-06 12:45:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3012.72 total_reward_ma:3062.04 loss:0.009078 fps:2019 +frame:9.69e+06 wall_t:4800 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.218 +2026-01-06 12:45:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3021.60 total_reward_ma:3063.67 loss:-0.005654 fps:2019 +frame:9.70e+06 wall_t:4804 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.173 +2026-01-06 12:45:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3030.36 total_reward_ma:3065.10 loss:-0.0006021 fps:2019 +frame:9.71e+06 wall_t:4809 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.056 +2026-01-06 12:45:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3068.72 total_reward_ma:3067.18 loss:-0.0002769 fps:2020 +frame:9.72e+06 wall_t:4813 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.146 +2026-01-06 12:45:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3057.94 total_reward_ma:3069.14 loss:0.0009049 fps:2020 +frame:9.73e+06 wall_t:4817 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.166 +2026-01-06 12:45:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3096.46 total_reward_ma:3071.47 loss:-0.0001059 fps:2020 +frame:9.74e+06 wall_t:4822 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.206 +2026-01-06 12:46:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3069.68 total_reward_ma:3073.75 loss:-0.003303 fps:2020 +frame:9.75e+06 wall_t:4826 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.298 +2026-01-06 12:46:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3107.70 total_reward_ma:3075.80 loss:-0.0005073 fps:2021 +frame:9.76e+06 wall_t:4830 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.156 +2026-01-06 12:46:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3084.30 total_reward_ma:3078.05 loss:-0.007631 fps:2021 +frame:9.77e+06 wall_t:4835 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.225 +2026-01-06 12:46:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3100.18 total_reward_ma:3080.56 loss:0.01466 fps:2021 +frame:9.78e+06 wall_t:4839 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.127 +2026-01-06 12:46:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3065.18 total_reward_ma:3082.27 loss:0.01236 fps:2021 +frame:9.79e+06 wall_t:4844 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.059 +2026-01-06 12:46:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3065.18 total_reward_ma:3084.11 loss:0.003539 fps:2021 +frame:9.80e+06 wall_t:4849 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.148 +2026-01-06 12:46:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3037.60 total_reward_ma:3085.34 loss:-0.004844 fps:2021 +frame:9.81e+06 wall_t:4854 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.274 +2026-01-06 12:46:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3060.52 total_reward_ma:3086.89 loss:0.003668 fps:2021 +frame:9.82e+06 wall_t:4858 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.234 +2026-01-06 12:46:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3026.50 total_reward_ma:3088.09 loss:0.001495 fps:2021 +frame:9.83e+06 wall_t:4863 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.174 +2026-01-06 12:46:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3068.30 total_reward_ma:3089.40 loss:0.00204 fps:2021 +frame:9.84e+06 wall_t:4868 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.1 +2026-01-06 12:46:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3072.74 total_reward_ma:3090.79 loss:0.0001057 fps:2022 +frame:9.85e+06 wall_t:4872 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.17 +2026-01-06 12:46:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3075.46 total_reward_ma:3091.59 loss:-0.001183 fps:2022 +frame:9.86e+06 wall_t:4877 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.207 +2026-01-06 12:46:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3078.84 total_reward_ma:3092.82 loss:0.006631 fps:2022 +frame:9.87e+06 wall_t:4881 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.219 +2026-01-06 12:47:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3137.72 total_reward_ma:3094.98 loss:0.0195 fps:2022 +frame:9.88e+06 wall_t:4887 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.21 +2026-01-06 12:47:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3181.68 total_reward_ma:3097.89 loss:0.01925 fps:2022 +frame:9.89e+06 wall_t:4891 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.206 +2026-01-06 12:47:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3191.28 total_reward_ma:3100.60 loss:0.003875 fps:2022 +frame:9.90e+06 wall_t:4895 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.145 +2026-01-06 12:47:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3208.68 total_reward_ma:3103.11 loss:0.008838 fps:2022 +frame:9.91e+06 wall_t:4900 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.241 +2026-01-06 12:47:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3248.78 total_reward_ma:3105.80 loss:0.001454 fps:2022 +frame:9.92e+06 wall_t:4905 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.162 +2026-01-06 12:47:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3284.14 total_reward_ma:3109.52 loss:0.01629 fps:2022 +frame:9.93e+06 wall_t:4910 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.201 +2026-01-06 12:47:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3300.24 total_reward_ma:3113.04 loss:0.01148 fps:2022 +frame:9.94e+06 wall_t:4915 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.276 +2026-01-06 12:47:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3317.36 total_reward_ma:3116.99 loss:0.001561 fps:2023 +frame:9.95e+06 wall_t:4919 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.155 +2026-01-06 12:47:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3320.74 total_reward_ma:3120.61 loss:0.004002 fps:2023 +frame:9.96e+06 wall_t:4924 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.168 +2026-01-06 12:47:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3247.72 total_reward_ma:3123.41 loss:0.001866 fps:2023 +frame:9.97e+06 wall_t:4928 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.189 +2026-01-06 12:47:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3244.36 total_reward_ma:3125.82 loss:0.009589 fps:2023 +frame:9.98e+06 wall_t:4933 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.298 +2026-01-06 12:47:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3236.36 total_reward_ma:3128.20 loss:0.0005911 fps:2024 +frame:9.99e+06 wall_t:4936 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.243 +2026-01-06 12:47:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_beamrider_t0_s1 [train] +total_reward:3239.40 total_reward_ma:3130.13 loss:0.004647 fps:2024 +frame:1.00e+07 wall_t:4941 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.113 +2026-01-06 12:47:59 | INFO | PID:1371 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s2.log b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..1e3deea0e50f7459605f9f71cf0cda2d125055bc --- /dev/null +++ b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-06 11:25:35 | INFO | PID:1372 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 11:26:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:172.62 total_reward_ma:172.62 loss:-0.03119 fps:294.1 +frame:1.00e+04 wall_t:34 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.175 +2026-01-06 11:26:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:283.56 total_reward_ma:228.09 loss:-0.03133 fps:512.8 +frame:2.00e+04 wall_t:39 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.167 +2026-01-06 11:26:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:330.00 total_reward_ma:262.06 loss:-0.02805 fps:681.8 +frame:3.00e+04 wall_t:44 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.157 +2026-01-06 11:26:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:322.08 total_reward_ma:277.06 loss:-0.03233 fps:800 +frame:4.00e+04 wall_t:50 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.142 +2026-01-06 11:26:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:337.81 total_reward_ma:289.21 loss:-0.03519 fps:892.9 +frame:5.00e+04 wall_t:56 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.118 +2026-01-06 11:26:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:357.37 total_reward_ma:300.57 loss:-0.03422 fps:983.6 +frame:6.00e+04 wall_t:61 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.091 +2026-01-06 11:26:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:355.91 total_reward_ma:308.48 loss:-0.03506 fps:1045 +frame:7.00e+04 wall_t:67 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.067 +2026-01-06 11:26:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:352.00 total_reward_ma:313.92 loss:-0.03247 fps:1096 +frame:8.00e+04 wall_t:73 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.062 +2026-01-06 11:26:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:358.49 total_reward_ma:318.87 loss:-0.02725 fps:1169 +frame:9.00e+04 wall_t:77 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.025 +2026-01-06 11:27:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:365.59 total_reward_ma:323.54 loss:-0.03551 fps:1205 +frame:1.00e+05 wall_t:83 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.061 +2026-01-06 11:27:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:378.61 total_reward_ma:328.55 loss:-0.03132 fps:1250 +frame:1.10e+05 wall_t:88 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.037 +2026-01-06 11:27:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:377.64 total_reward_ma:332.64 loss:-0.02836 fps:1290 +frame:1.20e+05 wall_t:93 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.023 +2026-01-06 11:27:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:379.07 total_reward_ma:336.21 loss:-0.03174 fps:1313 +frame:1.30e+05 wall_t:99 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.015 +2026-01-06 11:27:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:380.45 total_reward_ma:339.37 loss:-0.0301 fps:1346 +frame:1.40e+05 wall_t:104 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2 +2026-01-06 11:27:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:391.92 total_reward_ma:342.87 loss:-0.03511 fps:1376 +frame:1.50e+05 wall_t:109 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.043 +2026-01-06 11:27:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:402.48 total_reward_ma:346.60 loss:-0.03173 fps:1391 +frame:1.60e+05 wall_t:115 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.991 +2026-01-06 11:27:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:408.20 total_reward_ma:350.22 loss:-0.03428 fps:1405 +frame:1.70e+05 wall_t:121 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.97 +2026-01-06 11:27:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:407.32 total_reward_ma:353.39 loss:-0.03858 fps:1417 +frame:1.80e+05 wall_t:127 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.985 +2026-01-06 11:27:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:402.08 total_reward_ma:355.96 loss:-0.03178 fps:1429 +frame:1.90e+05 wall_t:133 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.961 +2026-01-06 11:27:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:404.72 total_reward_ma:358.40 loss:-0.03424 fps:1449 +frame:2.00e+05 wall_t:138 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.988 +2026-01-06 11:28:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:416.80 total_reward_ma:361.18 loss:-0.02661 fps:1469 +frame:2.10e+05 wall_t:143 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.947 +2026-01-06 11:28:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:425.36 total_reward_ma:364.09 loss:-0.03045 fps:1467 +frame:2.20e+05 wall_t:150 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.932 +2026-01-06 11:28:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:428.24 total_reward_ma:366.88 loss:-0.03255 fps:1474 +frame:2.30e+05 wall_t:156 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.985 +2026-01-06 11:28:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:429.12 total_reward_ma:369.48 loss:-0.028 fps:1491 +frame:2.40e+05 wall_t:161 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.978 +2026-01-06 11:28:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:425.88 total_reward_ma:371.73 loss:-0.03073 fps:1497 +frame:2.50e+05 wall_t:167 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.965 +2026-01-06 11:28:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:433.04 total_reward_ma:374.09 loss:-0.02968 fps:1512 +frame:2.60e+05 wall_t:172 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.923 +2026-01-06 11:28:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:451.44 total_reward_ma:376.95 loss:-0.02949 fps:1525 +frame:2.70e+05 wall_t:177 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.92 +2026-01-06 11:28:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:445.72 total_reward_ma:379.41 loss:-0.02666 fps:1530 +frame:2.80e+05 wall_t:183 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.836 +2026-01-06 11:28:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:449.08 total_reward_ma:381.81 loss:-0.02474 fps:1534 +frame:2.90e+05 wall_t:189 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.858 +2026-01-06 11:28:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:461.72 total_reward_ma:384.48 loss:-0.03016 fps:1538 +frame:3.00e+05 wall_t:195 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.874 +2026-01-06 11:28:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:474.92 total_reward_ma:387.39 loss:-0.0214 fps:1542 +frame:3.10e+05 wall_t:201 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.864 +2026-01-06 11:29:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:491.64 total_reward_ma:390.65 loss:-0.02418 fps:1553 +frame:3.20e+05 wall_t:206 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.879 +2026-01-06 11:29:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:487.64 total_reward_ma:393.59 loss:-0.03424 fps:1549 +frame:3.30e+05 wall_t:213 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.834 +2026-01-06 11:29:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:497.32 total_reward_ma:396.64 loss:-0.0239 fps:1553 +frame:3.40e+05 wall_t:219 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.786 +2026-01-06 11:29:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:508.60 total_reward_ma:399.84 loss:-0.03326 fps:1562 +frame:3.50e+05 wall_t:224 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.871 +2026-01-06 11:29:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:506.64 total_reward_ma:402.81 loss:-0.02493 fps:1572 +frame:3.60e+05 wall_t:229 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.897 +2026-01-06 11:29:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:502.92 total_reward_ma:405.51 loss:-0.03129 fps:1574 +frame:3.70e+05 wall_t:235 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.812 +2026-01-06 11:29:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:516.52 total_reward_ma:408.43 loss:-0.03206 fps:1577 +frame:3.80e+05 wall_t:241 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.88 +2026-01-06 11:29:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:527.20 total_reward_ma:411.48 loss:-0.03143 fps:1585 +frame:3.90e+05 wall_t:246 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.846 +2026-01-06 11:29:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:521.80 total_reward_ma:414.24 loss:-0.02555 fps:1587 +frame:4.00e+05 wall_t:252 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.849 +2026-01-06 11:29:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:517.24 total_reward_ma:416.75 loss:-0.02235 fps:1589 +frame:4.10e+05 wall_t:258 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.798 +2026-01-06 11:30:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:520.32 total_reward_ma:419.22 loss:-0.02918 fps:1597 +frame:4.20e+05 wall_t:263 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.842 +2026-01-06 11:30:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:513.76 total_reward_ma:421.41 loss:-0.03108 fps:1604 +frame:4.30e+05 wall_t:268 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.84 +2026-01-06 11:30:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:503.00 total_reward_ma:423.27 loss:-0.03175 fps:1612 +frame:4.40e+05 wall_t:273 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.868 +2026-01-06 11:30:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:492.00 total_reward_ma:424.80 loss:-0.02921 fps:1607 +frame:4.50e+05 wall_t:280 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.829 +2026-01-06 11:30:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:484.60 total_reward_ma:426.10 loss:-0.024 fps:1614 +frame:4.60e+05 wall_t:285 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.818 +2026-01-06 11:30:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:492.68 total_reward_ma:427.51 loss:-0.02512 fps:1615 +frame:4.70e+05 wall_t:291 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.811 +2026-01-06 11:30:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:483.88 total_reward_ma:428.69 loss:-0.02751 fps:1622 +frame:4.80e+05 wall_t:296 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.802 +2026-01-06 11:30:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:471.16 total_reward_ma:429.55 loss:-0.03089 fps:1623 +frame:4.90e+05 wall_t:302 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.845 +2026-01-06 11:30:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:476.00 total_reward_ma:430.48 loss:-0.02635 fps:1623 +frame:5.00e+05 wall_t:308 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.792 +2026-01-06 11:30:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:473.44 total_reward_ma:431.33 loss:-0.0338 fps:1624 +frame:5.10e+05 wall_t:314 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.809 +2026-01-06 11:30:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:465.00 total_reward_ma:431.97 loss:-0.03175 fps:1630 +frame:5.20e+05 wall_t:319 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.77 +2026-01-06 11:31:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:464.56 total_reward_ma:432.59 loss:-0.03574 fps:1636 +frame:5.30e+05 wall_t:324 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.875 +2026-01-06 11:31:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:459.76 total_reward_ma:433.09 loss:-0.03383 fps:1636 +frame:5.40e+05 wall_t:330 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.872 +2026-01-06 11:31:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:450.32 total_reward_ma:433.40 loss:-0.03418 fps:1637 +frame:5.50e+05 wall_t:336 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.814 +2026-01-06 11:31:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:451.60 total_reward_ma:433.73 loss:-0.0332 fps:1642 +frame:5.60e+05 wall_t:341 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.899 +2026-01-06 11:31:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:458.24 total_reward_ma:434.16 loss:-0.03397 fps:1643 +frame:5.70e+05 wall_t:347 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.865 +2026-01-06 11:31:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:459.04 total_reward_ma:434.59 loss:-0.03447 fps:1648 +frame:5.80e+05 wall_t:352 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.832 +2026-01-06 11:31:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:452.00 total_reward_ma:434.88 loss:-0.03644 fps:1648 +frame:5.90e+05 wall_t:358 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.901 +2026-01-06 11:31:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:453.44 total_reward_ma:435.19 loss:-0.03063 fps:1653 +frame:6.00e+05 wall_t:363 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.879 +2026-01-06 11:31:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:457.96 total_reward_ma:435.57 loss:-0.03474 fps:1658 +frame:6.10e+05 wall_t:368 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.883 +2026-01-06 11:31:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:460.16 total_reward_ma:435.96 loss:-0.03164 fps:1658 +frame:6.20e+05 wall_t:374 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.905 +2026-01-06 11:31:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:455.68 total_reward_ma:436.28 loss:-0.03404 fps:1658 +frame:6.30e+05 wall_t:380 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.886 +2026-01-06 11:32:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:447.88 total_reward_ma:436.46 loss:-0.03255 fps:1662 +frame:6.40e+05 wall_t:385 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.879 +2026-01-06 11:32:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:436.20 total_reward_ma:436.45 loss:-0.03248 fps:1662 +frame:6.50e+05 wall_t:391 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.893 +2026-01-06 11:32:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:432.72 total_reward_ma:436.40 loss:-0.02541 fps:1667 +frame:6.60e+05 wall_t:396 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.814 +2026-01-06 11:32:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:427.84 total_reward_ma:436.27 loss:-0.02871 fps:1667 +frame:6.70e+05 wall_t:402 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.851 +2026-01-06 11:32:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:434.88 total_reward_ma:436.25 loss:-0.02607 fps:1671 +frame:6.80e+05 wall_t:407 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.87 +2026-01-06 11:32:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:433.12 total_reward_ma:436.20 loss:-0.0298 fps:1675 +frame:6.90e+05 wall_t:412 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.913 +2026-01-06 11:32:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:432.92 total_reward_ma:436.16 loss:-0.03086 fps:1679 +frame:7.00e+05 wall_t:417 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.888 +2026-01-06 11:32:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:444.08 total_reward_ma:436.27 loss:-0.03235 fps:1678 +frame:7.10e+05 wall_t:423 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.852 +2026-01-06 11:32:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:447.60 total_reward_ma:436.42 loss:-0.03206 fps:1678 +frame:7.20e+05 wall_t:429 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.857 +2026-01-06 11:32:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:454.88 total_reward_ma:436.68 loss:-0.03215 fps:1682 +frame:7.30e+05 wall_t:434 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.87 +2026-01-06 11:32:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:445.80 total_reward_ma:436.80 loss:-0.02503 fps:1682 +frame:7.40e+05 wall_t:440 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.872 +2026-01-06 11:33:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:448.92 total_reward_ma:436.96 loss:-0.03197 fps:1685 +frame:7.50e+05 wall_t:445 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.888 +2026-01-06 11:33:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:454.64 total_reward_ma:437.20 loss:-0.02848 fps:1685 +frame:7.60e+05 wall_t:451 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.83 +2026-01-06 11:33:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:459.04 total_reward_ma:437.48 loss:-0.03186 fps:1689 +frame:7.70e+05 wall_t:456 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.825 +2026-01-06 11:33:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:468.48 total_reward_ma:437.88 loss:-0.03027 fps:1688 +frame:7.80e+05 wall_t:462 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.87 +2026-01-06 11:33:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:460.96 total_reward_ma:438.17 loss:-0.03162 fps:1688 +frame:7.90e+05 wall_t:468 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.856 +2026-01-06 11:33:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:467.56 total_reward_ma:438.54 loss:-0.03118 fps:1691 +frame:8.00e+05 wall_t:473 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.814 +2026-01-06 11:33:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:475.12 total_reward_ma:438.99 loss:-0.03714 fps:1695 +frame:8.10e+05 wall_t:478 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.885 +2026-01-06 11:33:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:478.60 total_reward_ma:439.47 loss:-0.03291 fps:1698 +frame:8.20e+05 wall_t:483 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.867 +2026-01-06 11:33:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:472.20 total_reward_ma:439.86 loss:-0.02962 fps:1697 +frame:8.30e+05 wall_t:489 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.836 +2026-01-06 11:33:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:473.08 total_reward_ma:440.26 loss:-0.0321 fps:1700 +frame:8.40e+05 wall_t:494 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.874 +2026-01-06 11:33:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:458.36 total_reward_ma:440.47 loss:-0.03149 fps:1700 +frame:8.50e+05 wall_t:500 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.867 +2026-01-06 11:34:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:451.76 total_reward_ma:440.60 loss:-0.03737 fps:1703 +frame:8.60e+05 wall_t:505 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.867 +2026-01-06 11:34:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:451.32 total_reward_ma:440.73 loss:-0.03487 fps:1706 +frame:8.70e+05 wall_t:510 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.914 +2026-01-06 11:34:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:452.16 total_reward_ma:440.86 loss:-0.03296 fps:1705 +frame:8.80e+05 wall_t:516 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.877 +2026-01-06 11:34:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:448.64 total_reward_ma:440.94 loss:-0.03503 fps:1708 +frame:8.90e+05 wall_t:521 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.835 +2026-01-06 11:34:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:458.36 total_reward_ma:441.14 loss:-0.03605 fps:1711 +frame:9.00e+05 wall_t:526 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.912 +2026-01-06 11:34:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:457.40 total_reward_ma:441.32 loss:-0.02973 fps:1711 +frame:9.10e+05 wall_t:532 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.831 +2026-01-06 11:34:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:464.12 total_reward_ma:441.57 loss:-0.02478 fps:1710 +frame:9.20e+05 wall_t:538 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.834 +2026-01-06 11:34:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:465.44 total_reward_ma:441.82 loss:-0.02756 fps:1713 +frame:9.30e+05 wall_t:543 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.772 +2026-01-06 11:34:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:464.48 total_reward_ma:442.06 loss:-0.02891 fps:1715 +frame:9.40e+05 wall_t:548 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.893 +2026-01-06 11:34:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:467.64 total_reward_ma:442.33 loss:-0.03206 fps:1715 +frame:9.50e+05 wall_t:554 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.887 +2026-01-06 11:34:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:470.72 total_reward_ma:442.63 loss:-0.03029 fps:1714 +frame:9.60e+05 wall_t:560 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.802 +2026-01-06 11:35:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:476.00 total_reward_ma:442.97 loss:-0.02944 fps:1714 +frame:9.70e+05 wall_t:566 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.753 +2026-01-06 11:35:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:478.28 total_reward_ma:443.33 loss:-0.02744 fps:1716 +frame:9.80e+05 wall_t:571 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.811 +2026-01-06 11:35:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:482.84 total_reward_ma:443.73 loss:-0.03084 fps:1716 +frame:9.90e+05 wall_t:577 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.833 +2026-01-06 11:35:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:486.80 total_reward_ma:444.16 loss:-0.03499 fps:1718 +frame:1.00e+06 wall_t:582 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.838 +2026-01-06 11:35:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:494.72 total_reward_ma:447.38 loss:-0.03347 fps:1718 +frame:1.01e+06 wall_t:588 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.888 +2026-01-06 11:35:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:493.96 total_reward_ma:449.49 loss:-0.03527 fps:1720 +frame:1.02e+06 wall_t:593 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.841 +2026-01-06 11:35:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:507.84 total_reward_ma:451.27 loss:-0.02989 fps:1720 +frame:1.03e+06 wall_t:599 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.878 +2026-01-06 11:35:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:501.20 total_reward_ma:453.06 loss:-0.03342 fps:1722 +frame:1.04e+06 wall_t:604 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.852 +2026-01-06 11:35:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:509.40 total_reward_ma:454.77 loss:-0.03762 fps:1724 +frame:1.05e+06 wall_t:609 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.885 +2026-01-06 11:35:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:514.08 total_reward_ma:456.34 loss:-0.03613 fps:1724 +frame:1.06e+06 wall_t:615 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.869 +2026-01-06 11:35:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:520.04 total_reward_ma:457.98 loss:-0.03628 fps:1726 +frame:1.07e+06 wall_t:620 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.861 +2026-01-06 11:36:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:516.16 total_reward_ma:459.62 loss:-0.03407 fps:1725 +frame:1.08e+06 wall_t:626 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.85 +2026-01-06 11:36:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:509.92 total_reward_ma:461.14 loss:-0.03123 fps:1727 +frame:1.09e+06 wall_t:631 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.864 +2026-01-06 11:36:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:504.48 total_reward_ma:462.53 loss:-0.03284 fps:1727 +frame:1.10e+06 wall_t:637 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.886 +2026-01-06 11:36:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:510.36 total_reward_ma:463.84 loss:-0.03484 fps:1732 +frame:1.11e+06 wall_t:641 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.873 +2026-01-06 11:36:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:506.32 total_reward_ma:465.13 loss:-0.03238 fps:1731 +frame:1.12e+06 wall_t:647 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.926 +2026-01-06 11:36:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:499.12 total_reward_ma:466.33 loss:-0.03209 fps:1730 +frame:1.13e+06 wall_t:653 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.887 +2026-01-06 11:36:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:490.76 total_reward_ma:467.43 loss:-0.03488 fps:1733 +frame:1.14e+06 wall_t:658 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.888 +2026-01-06 11:36:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:490.36 total_reward_ma:468.42 loss:-0.03597 fps:1732 +frame:1.15e+06 wall_t:664 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.886 +2026-01-06 11:36:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:468.00 total_reward_ma:469.07 loss:-0.03705 fps:1731 +frame:1.16e+06 wall_t:670 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.854 +2026-01-06 11:36:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:471.52 total_reward_ma:469.71 loss:-0.03658 fps:1733 +frame:1.17e+06 wall_t:675 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.884 +2026-01-06 11:36:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:446.08 total_reward_ma:470.09 loss:-0.02981 fps:1733 +frame:1.18e+06 wall_t:681 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.854 +2026-01-06 11:37:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:448.36 total_reward_ma:470.56 loss:-0.03417 fps:1735 +frame:1.19e+06 wall_t:686 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.919 +2026-01-06 11:37:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:446.36 total_reward_ma:470.97 loss:-0.0367 fps:1737 +frame:1.20e+06 wall_t:691 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.908 +2026-01-06 11:37:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:436.20 total_reward_ma:471.17 loss:-0.03135 fps:1736 +frame:1.21e+06 wall_t:697 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.897 +2026-01-06 11:37:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:436.28 total_reward_ma:471.28 loss:-0.03544 fps:1738 +frame:1.22e+06 wall_t:702 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.903 +2026-01-06 11:37:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:437.40 total_reward_ma:471.37 loss:-0.03458 fps:1737 +frame:1.23e+06 wall_t:708 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.863 +2026-01-06 11:37:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:435.44 total_reward_ma:471.43 loss:-0.03429 fps:1739 +frame:1.24e+06 wall_t:713 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.833 +2026-01-06 11:37:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:448.72 total_reward_ma:471.66 loss:-0.03461 fps:1739 +frame:1.25e+06 wall_t:719 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.84 +2026-01-06 11:37:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:457.96 total_reward_ma:471.91 loss:-0.03025 fps:1740 +frame:1.26e+06 wall_t:724 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.809 +2026-01-06 11:37:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:466.48 total_reward_ma:472.06 loss:-0.02617 fps:1740 +frame:1.27e+06 wall_t:730 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.783 +2026-01-06 11:37:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:468.68 total_reward_ma:472.29 loss:-0.02735 fps:1741 +frame:1.28e+06 wall_t:735 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.791 +2026-01-06 11:37:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:492.84 total_reward_ma:472.73 loss:-0.03553 fps:1743 +frame:1.29e+06 wall_t:740 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.781 +2026-01-06 11:38:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:501.64 total_reward_ma:473.13 loss:-0.0335 fps:1743 +frame:1.30e+06 wall_t:746 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.82 +2026-01-06 11:38:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:502.56 total_reward_ma:473.40 loss:-0.03061 fps:1744 +frame:1.31e+06 wall_t:751 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.821 +2026-01-06 11:38:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:517.32 total_reward_ma:473.66 loss:-0.02861 fps:1744 +frame:1.32e+06 wall_t:757 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.821 +2026-01-06 11:38:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:523.88 total_reward_ma:474.02 loss:-0.0318 fps:1745 +frame:1.33e+06 wall_t:762 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.851 +2026-01-06 11:38:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:542.04 total_reward_ma:474.47 loss:-0.03615 fps:1745 +frame:1.34e+06 wall_t:768 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.814 +2026-01-06 11:38:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:546.52 total_reward_ma:474.85 loss:-0.02569 fps:1744 +frame:1.35e+06 wall_t:774 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.831 +2026-01-06 11:38:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:549.48 total_reward_ma:475.28 loss:-0.03386 fps:1746 +frame:1.36e+06 wall_t:779 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.846 +2026-01-06 11:38:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:553.96 total_reward_ma:475.79 loss:-0.03448 fps:1747 +frame:1.37e+06 wall_t:784 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.869 +2026-01-06 11:38:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:561.72 total_reward_ma:476.24 loss:-0.03495 fps:1747 +frame:1.38e+06 wall_t:790 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.87 +2026-01-06 11:38:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:548.88 total_reward_ma:476.46 loss:-0.04124 fps:1748 +frame:1.39e+06 wall_t:795 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.912 +2026-01-06 11:38:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:541.56 total_reward_ma:476.65 loss:-0.03546 fps:1748 +frame:1.40e+06 wall_t:801 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.89 +2026-01-06 11:39:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:526.12 total_reward_ma:476.74 loss:-0.03433 fps:1747 +frame:1.41e+06 wall_t:807 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.827 +2026-01-06 11:39:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:522.56 total_reward_ma:476.76 loss:-0.03314 fps:1749 +frame:1.42e+06 wall_t:812 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.878 +2026-01-06 11:39:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:498.96 total_reward_ma:476.62 loss:-0.03832 fps:1750 +frame:1.43e+06 wall_t:817 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.877 +2026-01-06 11:39:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:504.76 total_reward_ma:476.63 loss:-0.03437 fps:1750 +frame:1.44e+06 wall_t:823 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.851 +2026-01-06 11:39:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:503.52 total_reward_ma:476.75 loss:-0.03202 fps:1749 +frame:1.45e+06 wall_t:829 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.841 +2026-01-06 11:39:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:496.44 total_reward_ma:476.87 loss:-0.03323 fps:1751 +frame:1.46e+06 wall_t:834 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.877 +2026-01-06 11:39:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:500.88 total_reward_ma:476.95 loss:-0.03316 fps:1750 +frame:1.47e+06 wall_t:840 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.831 +2026-01-06 11:39:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:493.44 total_reward_ma:477.04 loss:-0.03335 fps:1751 +frame:1.48e+06 wall_t:845 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.876 +2026-01-06 11:39:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:489.60 total_reward_ma:477.23 loss:-0.03855 fps:1751 +frame:1.49e+06 wall_t:851 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.883 +2026-01-06 11:39:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:498.60 total_reward_ma:477.46 loss:-0.02823 fps:1750 +frame:1.50e+06 wall_t:857 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.77 +2026-01-06 11:40:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:492.72 total_reward_ma:477.65 loss:-0.03445 fps:1750 +frame:1.51e+06 wall_t:863 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.826 +2026-01-06 11:40:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:494.48 total_reward_ma:477.94 loss:-0.03243 fps:1749 +frame:1.52e+06 wall_t:869 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.804 +2026-01-06 11:40:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:502.92 total_reward_ma:478.33 loss:-0.03108 fps:1749 +frame:1.53e+06 wall_t:875 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.804 +2026-01-06 11:40:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:511.76 total_reward_ma:478.85 loss:-0.03274 fps:1748 +frame:1.54e+06 wall_t:881 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.804 +2026-01-06 11:40:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:517.48 total_reward_ma:479.52 loss:-0.03158 fps:1747 +frame:1.55e+06 wall_t:887 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.817 +2026-01-06 11:40:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:517.80 total_reward_ma:480.18 loss:-0.03695 fps:1749 +frame:1.56e+06 wall_t:892 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.864 +2026-01-06 11:40:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:519.92 total_reward_ma:480.80 loss:-0.03368 fps:1748 +frame:1.57e+06 wall_t:898 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.766 +2026-01-06 11:40:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:527.60 total_reward_ma:481.48 loss:-0.03315 fps:1748 +frame:1.58e+06 wall_t:904 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.825 +2026-01-06 11:40:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:523.72 total_reward_ma:482.20 loss:-0.03302 fps:1747 +frame:1.59e+06 wall_t:910 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.855 +2026-01-06 11:40:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:511.12 total_reward_ma:482.78 loss:-0.03389 fps:1749 +frame:1.60e+06 wall_t:915 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.826 +2026-01-06 11:40:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:515.92 total_reward_ma:483.36 loss:-0.03438 fps:1748 +frame:1.61e+06 wall_t:921 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.891 +2026-01-06 11:41:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:525.12 total_reward_ma:484.01 loss:-0.04047 fps:1748 +frame:1.62e+06 wall_t:927 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.892 +2026-01-06 11:41:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:508.64 total_reward_ma:484.54 loss:-0.03709 fps:1749 +frame:1.63e+06 wall_t:932 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.866 +2026-01-06 11:41:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:513.48 total_reward_ma:485.19 loss:-0.03436 fps:1750 +frame:1.64e+06 wall_t:937 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.875 +2026-01-06 11:41:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:516.72 total_reward_ma:486.00 loss:-0.03315 fps:1750 +frame:1.65e+06 wall_t:943 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.852 +2026-01-06 11:41:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:522.12 total_reward_ma:486.89 loss:-0.03579 fps:1751 +frame:1.66e+06 wall_t:948 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.891 +2026-01-06 11:41:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:521.60 total_reward_ma:487.83 loss:-0.03439 fps:1749 +frame:1.67e+06 wall_t:955 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.876 +2026-01-06 11:41:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:515.28 total_reward_ma:488.63 loss:-0.03662 fps:1748 +frame:1.68e+06 wall_t:961 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.887 +2026-01-06 11:41:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:513.52 total_reward_ma:489.44 loss:-0.03489 fps:1749 +frame:1.69e+06 wall_t:966 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.895 +2026-01-06 11:41:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:506.00 total_reward_ma:490.17 loss:-0.03247 fps:1749 +frame:1.70e+06 wall_t:972 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.853 +2026-01-06 11:41:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:509.68 total_reward_ma:490.82 loss:-0.02859 fps:1750 +frame:1.71e+06 wall_t:977 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.91 +2026-01-06 11:42:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:511.52 total_reward_ma:491.46 loss:-0.03709 fps:1750 +frame:1.72e+06 wall_t:983 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.908 +2026-01-06 11:42:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:500.32 total_reward_ma:491.92 loss:-0.03675 fps:1751 +frame:1.73e+06 wall_t:988 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.887 +2026-01-06 11:42:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:503.40 total_reward_ma:492.49 loss:-0.03351 fps:1751 +frame:1.74e+06 wall_t:994 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.811 +2026-01-06 11:42:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:505.68 total_reward_ma:493.06 loss:-0.03435 fps:1752 +frame:1.75e+06 wall_t:999 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.832 +2026-01-06 11:42:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:510.12 total_reward_ma:493.61 loss:-0.03331 fps:1751 +frame:1.76e+06 wall_t:1005 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.82 +2026-01-06 11:42:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:518.20 total_reward_ma:494.21 loss:-0.03568 fps:1752 +frame:1.77e+06 wall_t:1010 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.855 +2026-01-06 11:42:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:507.80 total_reward_ma:494.60 loss:-0.0312 fps:1752 +frame:1.78e+06 wall_t:1016 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.854 +2026-01-06 11:42:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:505.52 total_reward_ma:495.05 loss:-0.03843 fps:1753 +frame:1.79e+06 wall_t:1021 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.82 +2026-01-06 11:42:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:503.76 total_reward_ma:495.41 loss:-0.03886 fps:1754 +frame:1.80e+06 wall_t:1026 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.843 +2026-01-06 11:42:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:507.28 total_reward_ma:495.73 loss:-0.02998 fps:1756 +frame:1.81e+06 wall_t:1031 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.823 +2026-01-06 11:42:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:510.48 total_reward_ma:496.05 loss:-0.03817 fps:1753 +frame:1.82e+06 wall_t:1038 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.828 +2026-01-06 11:43:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:513.56 total_reward_ma:496.46 loss:-0.03344 fps:1755 +frame:1.83e+06 wall_t:1043 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.867 +2026-01-06 11:43:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:495.20 total_reward_ma:496.68 loss:-0.03922 fps:1754 +frame:1.84e+06 wall_t:1049 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.851 +2026-01-06 11:43:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:493.88 total_reward_ma:497.04 loss:-0.03704 fps:1755 +frame:1.85e+06 wall_t:1054 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.843 +2026-01-06 11:43:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:495.44 total_reward_ma:497.47 loss:-0.03359 fps:1755 +frame:1.86e+06 wall_t:1060 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.891 +2026-01-06 11:43:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:503.00 total_reward_ma:497.99 loss:-0.03604 fps:1754 +frame:1.87e+06 wall_t:1066 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.876 +2026-01-06 11:43:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:494.92 total_reward_ma:498.42 loss:-0.03726 fps:1755 +frame:1.88e+06 wall_t:1071 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.86 +2026-01-06 11:43:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:484.32 total_reward_ma:498.78 loss:-0.03897 fps:1757 +frame:1.89e+06 wall_t:1076 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.89 +2026-01-06 11:43:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:480.12 total_reward_ma:498.99 loss:-0.03619 fps:1756 +frame:1.90e+06 wall_t:1082 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.857 +2026-01-06 11:43:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:476.60 total_reward_ma:499.19 loss:-0.03078 fps:1756 +frame:1.91e+06 wall_t:1088 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.859 +2026-01-06 11:43:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:479.88 total_reward_ma:499.34 loss:-0.03331 fps:1755 +frame:1.92e+06 wall_t:1094 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.85 +2026-01-06 11:43:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:480.76 total_reward_ma:499.50 loss:-0.04056 fps:1756 +frame:1.93e+06 wall_t:1099 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.819 +2026-01-06 11:44:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:482.56 total_reward_ma:499.68 loss:-0.03573 fps:1756 +frame:1.94e+06 wall_t:1105 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.847 +2026-01-06 11:44:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:481.68 total_reward_ma:499.82 loss:-0.03769 fps:1757 +frame:1.95e+06 wall_t:1110 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.832 +2026-01-06 11:44:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:486.60 total_reward_ma:499.98 loss:-0.03254 fps:1756 +frame:1.96e+06 wall_t:1116 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.791 +2026-01-06 11:44:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:488.96 total_reward_ma:500.11 loss:-0.03615 fps:1757 +frame:1.97e+06 wall_t:1121 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.857 +2026-01-06 11:44:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:503.12 total_reward_ma:500.35 loss:-0.03236 fps:1757 +frame:1.98e+06 wall_t:1127 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.817 +2026-01-06 11:44:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:510.20 total_reward_ma:500.63 loss:-0.03454 fps:1756 +frame:1.99e+06 wall_t:1133 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.835 +2026-01-06 11:44:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:507.56 total_reward_ma:500.84 loss:-0.02863 fps:1757 +frame:2.00e+06 wall_t:1138 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.77 +2026-01-06 11:44:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:519.80 total_reward_ma:501.09 loss:-0.02954 fps:1757 +frame:2.01e+06 wall_t:1144 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.811 +2026-01-06 11:44:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:531.12 total_reward_ma:501.46 loss:-0.03501 fps:1757 +frame:2.02e+06 wall_t:1150 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.795 +2026-01-06 11:44:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:541.84 total_reward_ma:501.80 loss:-0.03757 fps:1758 +frame:2.03e+06 wall_t:1155 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.76 +2026-01-06 11:44:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:562.36 total_reward_ma:502.41 loss:-0.03699 fps:1757 +frame:2.04e+06 wall_t:1161 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.799 +2026-01-06 11:45:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:563.24 total_reward_ma:502.95 loss:-0.03355 fps:1760 +frame:2.05e+06 wall_t:1165 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.785 +2026-01-06 11:45:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:572.32 total_reward_ma:503.53 loss:-0.03724 fps:1759 +frame:2.06e+06 wall_t:1171 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.82 +2026-01-06 11:45:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:566.76 total_reward_ma:504.00 loss:-0.03456 fps:1759 +frame:2.07e+06 wall_t:1177 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.855 +2026-01-06 11:45:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:582.96 total_reward_ma:504.67 loss:-0.036 fps:1758 +frame:2.08e+06 wall_t:1183 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.83 +2026-01-06 11:45:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:579.24 total_reward_ma:505.36 loss:-0.03689 fps:1759 +frame:2.09e+06 wall_t:1188 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.844 +2026-01-06 11:45:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:587.80 total_reward_ma:506.19 loss:-0.0332 fps:1759 +frame:2.10e+06 wall_t:1194 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.852 +2026-01-06 11:45:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:588.32 total_reward_ma:506.97 loss:-0.03027 fps:1760 +frame:2.11e+06 wall_t:1199 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.793 +2026-01-06 11:45:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:587.00 total_reward_ma:507.78 loss:-0.03234 fps:1759 +frame:2.12e+06 wall_t:1205 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.8 +2026-01-06 11:45:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:596.56 total_reward_ma:508.75 loss:-0.0307 fps:1757 +frame:2.13e+06 wall_t:1212 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.778 +2026-01-06 11:45:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:601.60 total_reward_ma:509.86 loss:-0.03404 fps:1758 +frame:2.14e+06 wall_t:1217 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.776 +2026-01-06 11:46:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:607.48 total_reward_ma:511.03 loss:-0.03397 fps:1758 +frame:2.15e+06 wall_t:1223 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.761 +2026-01-06 11:46:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:601.72 total_reward_ma:512.37 loss:-0.0302 fps:1758 +frame:2.16e+06 wall_t:1229 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.811 +2026-01-06 11:46:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:602.84 total_reward_ma:513.68 loss:-0.03516 fps:1759 +frame:2.17e+06 wall_t:1234 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.776 +2026-01-06 11:46:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:592.12 total_reward_ma:515.14 loss:-0.03284 fps:1758 +frame:2.18e+06 wall_t:1240 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.771 +2026-01-06 11:46:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:586.12 total_reward_ma:516.52 loss:-0.03521 fps:1759 +frame:2.19e+06 wall_t:1245 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.769 +2026-01-06 11:46:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:589.88 total_reward_ma:517.96 loss:-0.03313 fps:1760 +frame:2.20e+06 wall_t:1250 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.726 +2026-01-06 11:46:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:576.68 total_reward_ma:519.36 loss:-0.03504 fps:1760 +frame:2.21e+06 wall_t:1256 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.703 +2026-01-06 11:46:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:573.60 total_reward_ma:520.73 loss:-0.03552 fps:1761 +frame:2.22e+06 wall_t:1261 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.775 +2026-01-06 11:46:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:572.20 total_reward_ma:522.08 loss:-0.03258 fps:1760 +frame:2.23e+06 wall_t:1267 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.791 +2026-01-06 11:46:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:575.48 total_reward_ma:523.48 loss:-0.03126 fps:1761 +frame:2.24e+06 wall_t:1272 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.783 +2026-01-06 11:46:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:571.52 total_reward_ma:524.71 loss:-0.03807 fps:1761 +frame:2.25e+06 wall_t:1278 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.833 +2026-01-06 11:47:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:588.68 total_reward_ma:526.02 loss:-0.0382 fps:1760 +frame:2.26e+06 wall_t:1284 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.695 +2026-01-06 11:47:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:590.88 total_reward_ma:527.26 loss:-0.03849 fps:1760 +frame:2.27e+06 wall_t:1290 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.81 +2026-01-06 11:47:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:564.96 total_reward_ma:528.22 loss:-0.03493 fps:1761 +frame:2.28e+06 wall_t:1295 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.793 +2026-01-06 11:47:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:552.92 total_reward_ma:528.82 loss:-0.03428 fps:1760 +frame:2.29e+06 wall_t:1301 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.734 +2026-01-06 11:47:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:548.84 total_reward_ma:529.30 loss:-0.03732 fps:1761 +frame:2.30e+06 wall_t:1306 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.798 +2026-01-06 11:47:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:538.16 total_reward_ma:529.65 loss:-0.03645 fps:1761 +frame:2.31e+06 wall_t:1312 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.778 +2026-01-06 11:47:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:532.60 total_reward_ma:529.81 loss:-0.03445 fps:1762 +frame:2.32e+06 wall_t:1317 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.842 +2026-01-06 11:47:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:531.44 total_reward_ma:529.88 loss:-0.03658 fps:1761 +frame:2.33e+06 wall_t:1323 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.779 +2026-01-06 11:47:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:516.52 total_reward_ma:529.63 loss:-0.03328 fps:1761 +frame:2.34e+06 wall_t:1329 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.791 +2026-01-06 11:47:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:517.92 total_reward_ma:529.34 loss:-0.0326 fps:1760 +frame:2.35e+06 wall_t:1335 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.804 +2026-01-06 11:47:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:520.92 total_reward_ma:529.05 loss:-0.03612 fps:1760 +frame:2.36e+06 wall_t:1341 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.809 +2026-01-06 11:48:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:507.28 total_reward_ma:528.59 loss:-0.04249 fps:1759 +frame:2.37e+06 wall_t:1347 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.821 +2026-01-06 11:48:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:510.12 total_reward_ma:528.07 loss:-0.03521 fps:1759 +frame:2.38e+06 wall_t:1353 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.833 +2026-01-06 11:48:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:483.00 total_reward_ma:527.41 loss:-0.03468 fps:1760 +frame:2.39e+06 wall_t:1358 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.821 +2026-01-06 11:48:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:479.48 total_reward_ma:526.79 loss:-0.03676 fps:1761 +frame:2.40e+06 wall_t:1363 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.782 +2026-01-06 11:48:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:476.24 total_reward_ma:526.29 loss:-0.03356 fps:1760 +frame:2.41e+06 wall_t:1369 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.776 +2026-01-06 11:48:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:476.68 total_reward_ma:525.83 loss:-0.03796 fps:1760 +frame:2.42e+06 wall_t:1375 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.801 +2026-01-06 11:48:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:487.20 total_reward_ma:525.72 loss:-0.03275 fps:1761 +frame:2.43e+06 wall_t:1380 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.729 +2026-01-06 11:48:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:493.52 total_reward_ma:525.60 loss:-0.03396 fps:1760 +frame:2.44e+06 wall_t:1386 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.752 +2026-01-06 11:48:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:503.64 total_reward_ma:525.61 loss:-0.03658 fps:1760 +frame:2.45e+06 wall_t:1392 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.736 +2026-01-06 11:48:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:520.20 total_reward_ma:525.84 loss:-0.03735 fps:1760 +frame:2.46e+06 wall_t:1398 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.788 +2026-01-06 11:49:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:532.60 total_reward_ma:526.16 loss:-0.03466 fps:1761 +frame:2.47e+06 wall_t:1403 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.73 +2026-01-06 11:49:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:545.60 total_reward_ma:526.68 loss:-0.03426 fps:1761 +frame:2.48e+06 wall_t:1408 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.734 +2026-01-06 11:49:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:547.00 total_reward_ma:527.26 loss:-0.0367 fps:1762 +frame:2.49e+06 wall_t:1413 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.68 +2026-01-06 11:49:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:556.44 total_reward_ma:527.83 loss:-0.03126 fps:1762 +frame:2.50e+06 wall_t:1419 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.752 +2026-01-06 11:49:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:564.40 total_reward_ma:528.55 loss:-0.03065 fps:1763 +frame:2.51e+06 wall_t:1424 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.754 +2026-01-06 11:49:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:565.52 total_reward_ma:529.26 loss:-0.03329 fps:1763 +frame:2.52e+06 wall_t:1429 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.785 +2026-01-06 11:49:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:572.20 total_reward_ma:529.95 loss:-0.03545 fps:1763 +frame:2.53e+06 wall_t:1435 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.696 +2026-01-06 11:49:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:572.12 total_reward_ma:530.56 loss:-0.03604 fps:1763 +frame:2.54e+06 wall_t:1441 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.769 +2026-01-06 11:49:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:575.24 total_reward_ma:531.14 loss:-0.03419 fps:1762 +frame:2.55e+06 wall_t:1447 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.76 +2026-01-06 11:49:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:573.92 total_reward_ma:531.70 loss:-0.03645 fps:1762 +frame:2.56e+06 wall_t:1453 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.69 +2026-01-06 11:49:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:589.88 total_reward_ma:532.40 loss:-0.03485 fps:1764 +frame:2.57e+06 wall_t:1457 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.699 +2026-01-06 11:50:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:589.04 total_reward_ma:533.01 loss:-0.02918 fps:1763 +frame:2.58e+06 wall_t:1463 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.685 +2026-01-06 11:50:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:589.04 total_reward_ma:533.66 loss:-0.0385 fps:1763 +frame:2.59e+06 wall_t:1469 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.674 +2026-01-06 11:50:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:587.60 total_reward_ma:534.43 loss:-0.03177 fps:1764 +frame:2.60e+06 wall_t:1474 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.724 +2026-01-06 11:50:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:583.24 total_reward_ma:535.10 loss:-0.03507 fps:1764 +frame:2.61e+06 wall_t:1480 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.656 +2026-01-06 11:50:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:597.08 total_reward_ma:535.82 loss:-0.02898 fps:1764 +frame:2.62e+06 wall_t:1485 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.705 +2026-01-06 11:50:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:598.48 total_reward_ma:536.72 loss:-0.02965 fps:1764 +frame:2.63e+06 wall_t:1491 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.613 +2026-01-06 11:50:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:596.20 total_reward_ma:537.55 loss:-0.02944 fps:1765 +frame:2.64e+06 wall_t:1496 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.607 +2026-01-06 11:50:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:592.32 total_reward_ma:538.30 loss:-0.0291 fps:1765 +frame:2.65e+06 wall_t:1501 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.607 +2026-01-06 11:50:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:600.20 total_reward_ma:539.08 loss:-0.03348 fps:1765 +frame:2.66e+06 wall_t:1507 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.635 +2026-01-06 11:50:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:598.44 total_reward_ma:539.85 loss:-0.03434 fps:1765 +frame:2.67e+06 wall_t:1513 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.723 +2026-01-06 11:50:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:607.96 total_reward_ma:540.78 loss:-0.03247 fps:1764 +frame:2.68e+06 wall_t:1519 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.706 +2026-01-06 11:51:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:615.92 total_reward_ma:541.80 loss:-0.03236 fps:1764 +frame:2.69e+06 wall_t:1525 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.681 +2026-01-06 11:51:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:627.20 total_reward_ma:543.02 loss:-0.03293 fps:1764 +frame:2.70e+06 wall_t:1531 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.636 +2026-01-06 11:51:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:631.48 total_reward_ma:544.23 loss:-0.03145 fps:1763 +frame:2.71e+06 wall_t:1537 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.715 +2026-01-06 11:51:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:630.88 total_reward_ma:545.43 loss:-0.0306 fps:1764 +frame:2.72e+06 wall_t:1542 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.655 +2026-01-06 11:51:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:631.08 total_reward_ma:546.73 loss:-0.03127 fps:1765 +frame:2.73e+06 wall_t:1547 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.651 +2026-01-06 11:51:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:642.12 total_reward_ma:548.12 loss:-0.02814 fps:1764 +frame:2.74e+06 wall_t:1553 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.73 +2026-01-06 11:51:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:649.52 total_reward_ma:549.56 loss:-0.02297 fps:1764 +frame:2.75e+06 wall_t:1559 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.685 +2026-01-06 11:51:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:643.72 total_reward_ma:550.90 loss:-0.03245 fps:1764 +frame:2.76e+06 wall_t:1565 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.696 +2026-01-06 11:51:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:638.84 total_reward_ma:552.10 loss:-0.02765 fps:1764 +frame:2.77e+06 wall_t:1570 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.64 +2026-01-06 11:51:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:636.68 total_reward_ma:553.39 loss:-0.03098 fps:1764 +frame:2.78e+06 wall_t:1576 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.635 +2026-01-06 11:51:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:638.48 total_reward_ma:554.72 loss:-0.02735 fps:1764 +frame:2.79e+06 wall_t:1582 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.64 +2026-01-06 11:52:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:629.16 total_reward_ma:555.97 loss:-0.03147 fps:1763 +frame:2.80e+06 wall_t:1588 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.661 +2026-01-06 11:52:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:640.20 total_reward_ma:557.30 loss:-0.03277 fps:1764 +frame:2.81e+06 wall_t:1593 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.661 +2026-01-06 11:52:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:638.40 total_reward_ma:558.58 loss:-0.0282 fps:1764 +frame:2.82e+06 wall_t:1599 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.678 +2026-01-06 11:52:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:635.92 total_reward_ma:559.81 loss:-0.03519 fps:1764 +frame:2.83e+06 wall_t:1604 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.637 +2026-01-06 11:52:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:633.80 total_reward_ma:561.19 loss:-0.03328 fps:1764 +frame:2.84e+06 wall_t:1610 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.685 +2026-01-06 11:52:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:637.36 total_reward_ma:562.63 loss:-0.03225 fps:1764 +frame:2.85e+06 wall_t:1616 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.639 +2026-01-06 11:52:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:639.08 total_reward_ma:564.06 loss:-0.0292 fps:1763 +frame:2.86e+06 wall_t:1622 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.604 +2026-01-06 11:52:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:635.64 total_reward_ma:565.39 loss:-0.02731 fps:1763 +frame:2.87e+06 wall_t:1628 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.643 +2026-01-06 11:52:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:635.56 total_reward_ma:566.80 loss:-0.03133 fps:1764 +frame:2.88e+06 wall_t:1633 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.631 +2026-01-06 11:52:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:631.52 total_reward_ma:568.27 loss:-0.02632 fps:1763 +frame:2.89e+06 wall_t:1639 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.682 +2026-01-06 11:53:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:635.96 total_reward_ma:569.83 loss:-0.02848 fps:1764 +frame:2.90e+06 wall_t:1644 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.661 +2026-01-06 11:53:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:643.20 total_reward_ma:571.49 loss:-0.03021 fps:1764 +frame:2.91e+06 wall_t:1650 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.635 +2026-01-06 11:53:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:656.48 total_reward_ma:573.26 loss:-0.0221 fps:1764 +frame:2.92e+06 wall_t:1655 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.615 +2026-01-06 11:53:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:655.96 total_reward_ma:575.01 loss:-0.03568 fps:1765 +frame:2.93e+06 wall_t:1660 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.627 +2026-01-06 11:53:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:672.64 total_reward_ma:576.91 loss:-0.02628 fps:1766 +frame:2.94e+06 wall_t:1665 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.678 +2026-01-06 11:53:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:691.44 total_reward_ma:579.01 loss:-0.0387 fps:1765 +frame:2.95e+06 wall_t:1671 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.658 +2026-01-06 11:53:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:697.76 total_reward_ma:581.12 loss:-0.03146 fps:1765 +frame:2.96e+06 wall_t:1677 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.639 +2026-01-06 11:53:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:704.44 total_reward_ma:583.28 loss:-0.02952 fps:1766 +frame:2.97e+06 wall_t:1682 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.647 +2026-01-06 11:53:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:717.92 total_reward_ma:585.42 loss:-0.02851 fps:1765 +frame:2.98e+06 wall_t:1688 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.583 +2026-01-06 11:53:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:714.08 total_reward_ma:587.46 loss:-0.02563 fps:1766 +frame:2.99e+06 wall_t:1693 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.606 +2026-01-06 11:53:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:712.80 total_reward_ma:589.52 loss:-0.02773 fps:1767 +frame:3.00e+06 wall_t:1698 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.587 +2026-01-06 11:54:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:721.12 total_reward_ma:591.53 loss:-0.02989 fps:1766 +frame:3.01e+06 wall_t:1704 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.557 +2026-01-06 11:54:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:729.92 total_reward_ma:593.52 loss:-0.03578 fps:1767 +frame:3.02e+06 wall_t:1709 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.621 +2026-01-06 11:54:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:741.36 total_reward_ma:595.51 loss:-0.02306 fps:1768 +frame:3.03e+06 wall_t:1714 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.537 +2026-01-06 11:54:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:749.28 total_reward_ma:597.38 loss:-0.02658 fps:1767 +frame:3.04e+06 wall_t:1720 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.474 +2026-01-06 11:54:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:762.96 total_reward_ma:599.38 loss:-0.03009 fps:1768 +frame:3.05e+06 wall_t:1725 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.666 +2026-01-06 11:54:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:757.64 total_reward_ma:601.23 loss:-0.03361 fps:1768 +frame:3.06e+06 wall_t:1731 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.597 +2026-01-06 11:54:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:759.20 total_reward_ma:603.16 loss:-0.02809 fps:1767 +frame:3.07e+06 wall_t:1737 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.451 +2026-01-06 11:54:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:760.40 total_reward_ma:604.93 loss:-0.0301 fps:1768 +frame:3.08e+06 wall_t:1742 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.547 +2026-01-06 11:54:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:767.36 total_reward_ma:606.81 loss:-0.02932 fps:1769 +frame:3.09e+06 wall_t:1747 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.537 +2026-01-06 11:54:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:777.28 total_reward_ma:608.71 loss:-0.02673 fps:1768 +frame:3.10e+06 wall_t:1753 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.48 +2026-01-06 11:54:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:751.28 total_reward_ma:610.34 loss:-0.02983 fps:1769 +frame:3.11e+06 wall_t:1758 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.611 +2026-01-06 11:55:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:765.56 total_reward_ma:612.12 loss:-0.02861 fps:1769 +frame:3.12e+06 wall_t:1764 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.552 +2026-01-06 11:55:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:768.24 total_reward_ma:613.84 loss:-0.03323 fps:1769 +frame:3.13e+06 wall_t:1769 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.545 +2026-01-06 11:55:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:771.96 total_reward_ma:615.54 loss:-0.02378 fps:1769 +frame:3.14e+06 wall_t:1775 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.651 +2026-01-06 11:55:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:788.96 total_reward_ma:617.36 loss:-0.02316 fps:1770 +frame:3.15e+06 wall_t:1780 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.582 +2026-01-06 11:55:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:792.92 total_reward_ma:619.27 loss:-0.02147 fps:1770 +frame:3.16e+06 wall_t:1785 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.525 +2026-01-06 11:55:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:797.52 total_reward_ma:621.22 loss:-0.02856 fps:1771 +frame:3.17e+06 wall_t:1790 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.509 +2026-01-06 11:55:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:785.20 total_reward_ma:623.15 loss:-0.02571 fps:1773 +frame:3.18e+06 wall_t:1794 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.521 +2026-01-06 11:55:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:802.56 total_reward_ma:625.31 loss:-0.02622 fps:1773 +frame:3.19e+06 wall_t:1799 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.563 +2026-01-06 11:55:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:807.32 total_reward_ma:627.48 loss:-0.0278 fps:1774 +frame:3.20e+06 wall_t:1804 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.623 +2026-01-06 11:55:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:817.96 total_reward_ma:629.90 loss:-0.028 fps:1774 +frame:3.21e+06 wall_t:1809 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.522 +2026-01-06 11:55:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:826.24 total_reward_ma:632.42 loss:-0.02948 fps:1776 +frame:3.22e+06 wall_t:1813 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.524 +2026-01-06 11:55:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:835.60 total_reward_ma:635.06 loss:-0.02535 fps:1777 +frame:3.23e+06 wall_t:1818 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.514 +2026-01-06 11:56:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:838.96 total_reward_ma:637.69 loss:-0.02296 fps:1777 +frame:3.24e+06 wall_t:1823 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.489 +2026-01-06 11:56:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:862.40 total_reward_ma:640.60 loss:-0.0274 fps:1779 +frame:3.25e+06 wall_t:1827 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.519 +2026-01-06 11:56:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:871.48 total_reward_ma:643.43 loss:-0.03067 fps:1779 +frame:3.26e+06 wall_t:1833 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.474 +2026-01-06 11:56:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:875.12 total_reward_ma:646.27 loss:-0.02736 fps:1779 +frame:3.27e+06 wall_t:1838 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.506 +2026-01-06 11:56:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:895.92 total_reward_ma:649.58 loss:-0.028 fps:1780 +frame:3.28e+06 wall_t:1843 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.409 +2026-01-06 11:56:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:882.56 total_reward_ma:652.88 loss:-0.02809 fps:1780 +frame:3.29e+06 wall_t:1848 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.437 +2026-01-06 11:56:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:896.60 total_reward_ma:656.36 loss:-0.02681 fps:1781 +frame:3.30e+06 wall_t:1853 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.506 +2026-01-06 11:56:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:896.88 total_reward_ma:659.94 loss:-0.02499 fps:1781 +frame:3.31e+06 wall_t:1858 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.472 +2026-01-06 11:56:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:909.68 total_reward_ma:663.71 loss:-0.02268 fps:1782 +frame:3.32e+06 wall_t:1863 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.448 +2026-01-06 11:56:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:908.44 total_reward_ma:667.48 loss:-0.0184 fps:1784 +frame:3.33e+06 wall_t:1867 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.466 +2026-01-06 11:56:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:924.44 total_reward_ma:671.56 loss:-0.02001 fps:1784 +frame:3.34e+06 wall_t:1872 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.466 +2026-01-06 11:56:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:931.48 total_reward_ma:675.70 loss:-0.02532 fps:1785 +frame:3.35e+06 wall_t:1877 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.4 +2026-01-06 11:56:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:933.40 total_reward_ma:679.82 loss:-0.02918 fps:1785 +frame:3.36e+06 wall_t:1882 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.585 +2026-01-06 11:57:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:939.48 total_reward_ma:684.15 loss:-0.02754 fps:1786 +frame:3.37e+06 wall_t:1887 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.337 +2026-01-06 11:57:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:942.32 total_reward_ma:688.47 loss:-0.02986 fps:1786 +frame:3.38e+06 wall_t:1892 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.453 +2026-01-06 11:57:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:948.88 total_reward_ma:693.13 loss:-0.0212 fps:1787 +frame:3.39e+06 wall_t:1897 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.436 +2026-01-06 11:57:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:957.48 total_reward_ma:697.91 loss:-0.02552 fps:1788 +frame:3.40e+06 wall_t:1902 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.469 +2026-01-06 11:57:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:939.00 total_reward_ma:702.53 loss:-0.03111 fps:1788 +frame:3.41e+06 wall_t:1907 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.44 +2026-01-06 11:57:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:929.00 total_reward_ma:707.06 loss:-0.01645 fps:1789 +frame:3.42e+06 wall_t:1912 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.455 +2026-01-06 11:57:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:935.12 total_reward_ma:711.54 loss:-0.03256 fps:1789 +frame:3.43e+06 wall_t:1917 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.475 +2026-01-06 11:57:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:933.16 total_reward_ma:715.93 loss:-0.0191 fps:1790 +frame:3.44e+06 wall_t:1922 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.423 +2026-01-06 11:57:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:934.96 total_reward_ma:720.25 loss:-0.0281 fps:1790 +frame:3.45e+06 wall_t:1927 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.458 +2026-01-06 11:57:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:943.40 total_reward_ma:724.48 loss:-0.02394 fps:1791 +frame:3.46e+06 wall_t:1932 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.412 +2026-01-06 11:57:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:936.40 total_reward_ma:728.52 loss:-0.03029 fps:1791 +frame:3.47e+06 wall_t:1937 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.43 +2026-01-06 11:57:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:902.44 total_reward_ma:732.08 loss:-0.02715 fps:1792 +frame:3.48e+06 wall_t:1942 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.363 +2026-01-06 11:58:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:905.72 total_reward_ma:735.67 loss:-0.02687 fps:1793 +frame:3.49e+06 wall_t:1947 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.41 +2026-01-06 11:58:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:878.72 total_reward_ma:738.89 loss:-0.01937 fps:1794 +frame:3.50e+06 wall_t:1951 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.416 +2026-01-06 11:58:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:875.64 total_reward_ma:742.01 loss:-0.01767 fps:1794 +frame:3.51e+06 wall_t:1956 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.327 +2026-01-06 11:58:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:865.32 total_reward_ma:745.00 loss:-0.02486 fps:1795 +frame:3.52e+06 wall_t:1961 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.42 +2026-01-06 11:58:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:864.16 total_reward_ma:747.92 loss:-0.02557 fps:1796 +frame:3.53e+06 wall_t:1966 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.433 +2026-01-06 11:58:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:867.56 total_reward_ma:750.88 loss:-0.02819 fps:1797 +frame:3.54e+06 wall_t:1970 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.403 +2026-01-06 11:58:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:854.80 total_reward_ma:753.67 loss:-0.01559 fps:1797 +frame:3.55e+06 wall_t:1975 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.433 +2026-01-06 11:58:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:848.04 total_reward_ma:756.42 loss:-0.02168 fps:1798 +frame:3.56e+06 wall_t:1980 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.476 +2026-01-06 11:58:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:863.72 total_reward_ma:759.15 loss:-0.01784 fps:1798 +frame:3.57e+06 wall_t:1985 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.44 +2026-01-06 11:58:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:876.32 total_reward_ma:762.03 loss:-0.02171 fps:1798 +frame:3.58e+06 wall_t:1991 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.435 +2026-01-06 11:58:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:846.28 total_reward_ma:764.60 loss:-0.02381 fps:1799 +frame:3.59e+06 wall_t:1995 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.414 +2026-01-06 11:58:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:844.68 total_reward_ma:767.17 loss:-0.02605 fps:1801 +frame:3.60e+06 wall_t:1999 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.473 +2026-01-06 11:59:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:837.92 total_reward_ma:769.72 loss:-0.02763 fps:1801 +frame:3.61e+06 wall_t:2004 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.428 +2026-01-06 11:59:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:827.92 total_reward_ma:772.02 loss:-0.02546 fps:1802 +frame:3.62e+06 wall_t:2009 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.423 +2026-01-06 11:59:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:862.24 total_reward_ma:774.66 loss:-0.02806 fps:1802 +frame:3.63e+06 wall_t:2014 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.347 +2026-01-06 11:59:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:877.32 total_reward_ma:777.47 loss:-0.02588 fps:1803 +frame:3.64e+06 wall_t:2019 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.449 +2026-01-06 11:59:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:877.96 total_reward_ma:780.33 loss:-0.0246 fps:1803 +frame:3.65e+06 wall_t:2024 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.359 +2026-01-06 11:59:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:884.12 total_reward_ma:783.17 loss:-0.01992 fps:1804 +frame:3.66e+06 wall_t:2029 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.448 +2026-01-06 11:59:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:885.24 total_reward_ma:786.04 loss:-0.02115 fps:1805 +frame:3.67e+06 wall_t:2033 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.344 +2026-01-06 11:59:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:878.04 total_reward_ma:788.74 loss:-0.02538 fps:1806 +frame:3.68e+06 wall_t:2038 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.548 +2026-01-06 11:59:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:887.04 total_reward_ma:791.45 loss:-0.02272 fps:1806 +frame:3.69e+06 wall_t:2043 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.4 +2026-01-06 11:59:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:887.24 total_reward_ma:794.05 loss:-0.01675 fps:1807 +frame:3.70e+06 wall_t:2048 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.384 +2026-01-06 11:59:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:913.44 total_reward_ma:796.87 loss:-0.02674 fps:1807 +frame:3.71e+06 wall_t:2053 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.418 +2026-01-06 11:59:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:923.36 total_reward_ma:799.79 loss:-0.03122 fps:1808 +frame:3.72e+06 wall_t:2058 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.432 +2026-01-06 12:00:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:929.08 total_reward_ma:802.77 loss:-0.01865 fps:1809 +frame:3.73e+06 wall_t:2062 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.441 +2026-01-06 12:00:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:929.24 total_reward_ma:805.65 loss:-0.02208 fps:1809 +frame:3.74e+06 wall_t:2067 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.397 +2026-01-06 12:00:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:947.88 total_reward_ma:808.63 loss:-0.0289 fps:1810 +frame:3.75e+06 wall_t:2072 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.376 +2026-01-06 12:00:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:960.72 total_reward_ma:811.80 loss:-0.02015 fps:1811 +frame:3.76e+06 wall_t:2076 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.386 +2026-01-06 12:00:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:958.00 total_reward_ma:814.99 loss:-0.0257 fps:1812 +frame:3.77e+06 wall_t:2081 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.457 +2026-01-06 12:00:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:969.92 total_reward_ma:818.32 loss:-0.02129 fps:1812 +frame:3.78e+06 wall_t:2086 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.434 +2026-01-06 12:00:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:973.48 total_reward_ma:821.67 loss:-0.02974 fps:1813 +frame:3.79e+06 wall_t:2091 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.406 +2026-01-06 12:00:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:963.56 total_reward_ma:825.02 loss:-0.02571 fps:1814 +frame:3.80e+06 wall_t:2095 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.442 +2026-01-06 12:00:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:968.84 total_reward_ma:828.30 loss:-0.01872 fps:1814 +frame:3.81e+06 wall_t:2100 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.368 +2026-01-06 12:00:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:968.56 total_reward_ma:831.60 loss:-0.02426 fps:1815 +frame:3.82e+06 wall_t:2105 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.391 +2026-01-06 12:00:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:961.36 total_reward_ma:834.86 loss:-0.01614 fps:1815 +frame:3.83e+06 wall_t:2110 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.356 +2026-01-06 12:00:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:973.72 total_reward_ma:838.26 loss:-0.02316 fps:1816 +frame:3.84e+06 wall_t:2115 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.374 +2026-01-06 12:00:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:981.92 total_reward_ma:841.70 loss:-0.02169 fps:1817 +frame:3.85e+06 wall_t:2119 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.303 +2026-01-06 12:01:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:981.52 total_reward_ma:845.13 loss:-0.02568 fps:1817 +frame:3.86e+06 wall_t:2124 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.476 +2026-01-06 12:01:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:966.60 total_reward_ma:848.44 loss:-0.02178 fps:1818 +frame:3.87e+06 wall_t:2129 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.344 +2026-01-06 12:01:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:974.76 total_reward_ma:851.83 loss:-0.02298 fps:1818 +frame:3.88e+06 wall_t:2134 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.395 +2026-01-06 12:01:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:988.44 total_reward_ma:855.40 loss:-0.02561 fps:1819 +frame:3.89e+06 wall_t:2138 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.409 +2026-01-06 12:01:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:997.28 total_reward_ma:859.01 loss:-0.02448 fps:1820 +frame:3.90e+06 wall_t:2143 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.389 +2026-01-06 12:01:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1005.64 total_reward_ma:862.64 loss:-0.02297 fps:1820 +frame:3.91e+06 wall_t:2148 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.343 +2026-01-06 12:01:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1000.72 total_reward_ma:866.08 loss:-0.02374 fps:1821 +frame:3.92e+06 wall_t:2153 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.434 +2026-01-06 12:01:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:996.52 total_reward_ma:869.48 loss:-0.01366 fps:1822 +frame:3.93e+06 wall_t:2157 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.351 +2026-01-06 12:01:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1007.44 total_reward_ma:872.83 loss:-0.02207 fps:1822 +frame:3.94e+06 wall_t:2162 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.343 +2026-01-06 12:01:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1004.68 total_reward_ma:875.97 loss:-0.02356 fps:1823 +frame:3.95e+06 wall_t:2167 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.339 +2026-01-06 12:01:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1038.96 total_reward_ma:879.38 loss:-0.01886 fps:1823 +frame:3.96e+06 wall_t:2172 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.251 +2026-01-06 12:01:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1061.44 total_reward_ma:882.95 loss:-0.02728 fps:1824 +frame:3.97e+06 wall_t:2177 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.37 +2026-01-06 12:02:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1081.28 total_reward_ma:886.58 loss:-0.01908 fps:1824 +frame:3.98e+06 wall_t:2182 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.414 +2026-01-06 12:02:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1108.00 total_reward_ma:890.52 loss:-0.02108 fps:1824 +frame:3.99e+06 wall_t:2187 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.265 +2026-01-06 12:02:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1124.52 total_reward_ma:894.64 loss:-0.02618 fps:1825 +frame:4.00e+06 wall_t:2192 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.263 +2026-01-06 12:02:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1150.00 total_reward_ma:898.93 loss:-0.02496 fps:1826 +frame:4.01e+06 wall_t:2196 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.452 +2026-01-06 12:02:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1158.52 total_reward_ma:903.21 loss:-0.01969 fps:1827 +frame:4.02e+06 wall_t:2200 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.341 +2026-01-06 12:02:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1145.72 total_reward_ma:907.26 loss:-0.02269 fps:1828 +frame:4.03e+06 wall_t:2205 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.296 +2026-01-06 12:02:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1173.52 total_reward_ma:911.50 loss:-0.02026 fps:1828 +frame:4.04e+06 wall_t:2210 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.271 +2026-01-06 12:02:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1184.84 total_reward_ma:915.72 loss:-0.0105 fps:1828 +frame:4.05e+06 wall_t:2216 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.321 +2026-01-06 12:02:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1202.36 total_reward_ma:920.16 loss:-0.02396 fps:1828 +frame:4.06e+06 wall_t:2221 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.336 +2026-01-06 12:02:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1201.40 total_reward_ma:924.59 loss:-0.02421 fps:1828 +frame:4.07e+06 wall_t:2226 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.377 +2026-01-06 12:02:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1206.68 total_reward_ma:929.05 loss:-0.01138 fps:1829 +frame:4.08e+06 wall_t:2231 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.34 +2026-01-06 12:02:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1208.24 total_reward_ma:933.46 loss:-0.01794 fps:1830 +frame:4.09e+06 wall_t:2235 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.354 +2026-01-06 12:02:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1214.12 total_reward_ma:937.83 loss:-0.02362 fps:1830 +frame:4.10e+06 wall_t:2240 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.374 +2026-01-06 12:03:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1187.96 total_reward_ma:942.19 loss:-0.0191 fps:1831 +frame:4.11e+06 wall_t:2245 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.361 +2026-01-06 12:03:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1193.68 total_reward_ma:946.47 loss:-0.01751 fps:1831 +frame:4.12e+06 wall_t:2250 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.331 +2026-01-06 12:03:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1196.28 total_reward_ma:950.75 loss:-0.01756 fps:1832 +frame:4.13e+06 wall_t:2254 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.397 +2026-01-06 12:03:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1187.88 total_reward_ma:954.91 loss:-0.01659 fps:1833 +frame:4.14e+06 wall_t:2259 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.389 +2026-01-06 12:03:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1176.92 total_reward_ma:958.79 loss:-0.02349 fps:1834 +frame:4.15e+06 wall_t:2263 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.381 +2026-01-06 12:03:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1180.64 total_reward_ma:962.67 loss:-0.01266 fps:1834 +frame:4.16e+06 wall_t:2268 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.285 +2026-01-06 12:03:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1149.08 total_reward_ma:966.19 loss:-0.02079 fps:1835 +frame:4.17e+06 wall_t:2273 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.319 +2026-01-06 12:03:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1151.88 total_reward_ma:969.85 loss:-0.01994 fps:1836 +frame:4.18e+06 wall_t:2277 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.232 +2026-01-06 12:03:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1145.72 total_reward_ma:973.28 loss:-0.02347 fps:1836 +frame:4.19e+06 wall_t:2282 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.304 +2026-01-06 12:03:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1129.32 total_reward_ma:976.50 loss:-0.01863 fps:1837 +frame:4.20e+06 wall_t:2286 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.217 +2026-01-06 12:03:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1144.00 total_reward_ma:979.76 loss:-0.02268 fps:1838 +frame:4.21e+06 wall_t:2291 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.266 +2026-01-06 12:03:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1124.00 total_reward_ma:982.74 loss:-0.02419 fps:1838 +frame:4.22e+06 wall_t:2296 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.215 +2026-01-06 12:03:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1105.88 total_reward_ma:985.45 loss:-0.01869 fps:1838 +frame:4.23e+06 wall_t:2301 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.121 +2026-01-06 12:04:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1102.36 total_reward_ma:988.08 loss:-0.02973 fps:1839 +frame:4.24e+06 wall_t:2306 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.402 +2026-01-06 12:04:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1095.04 total_reward_ma:990.41 loss:-0.02402 fps:1839 +frame:4.25e+06 wall_t:2311 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.277 +2026-01-06 12:04:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1094.20 total_reward_ma:992.63 loss:-0.02247 fps:1840 +frame:4.26e+06 wall_t:2315 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.264 +2026-01-06 12:04:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1084.88 total_reward_ma:994.73 loss:-0.02342 fps:1841 +frame:4.27e+06 wall_t:2320 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.291 +2026-01-06 12:04:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1105.60 total_reward_ma:996.83 loss:-0.01429 fps:1841 +frame:4.28e+06 wall_t:2325 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.227 +2026-01-06 12:04:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1103.68 total_reward_ma:999.04 loss:-0.02305 fps:1841 +frame:4.29e+06 wall_t:2330 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.251 +2026-01-06 12:04:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1112.60 total_reward_ma:1001.20 loss:-0.02445 fps:1842 +frame:4.30e+06 wall_t:2334 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.258 +2026-01-06 12:04:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1120.08 total_reward_ma:1003.43 loss:-0.01861 fps:1843 +frame:4.31e+06 wall_t:2339 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.281 +2026-01-06 12:04:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1156.60 total_reward_ma:1005.90 loss:-0.02432 fps:1843 +frame:4.32e+06 wall_t:2344 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.27 +2026-01-06 12:04:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1140.00 total_reward_ma:1008.22 loss:-0.01865 fps:1843 +frame:4.33e+06 wall_t:2349 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.335 +2026-01-06 12:04:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1129.40 total_reward_ma:1010.26 loss:-0.01807 fps:1844 +frame:4.34e+06 wall_t:2353 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.21 +2026-01-06 12:04:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1131.80 total_reward_ma:1012.27 loss:-0.02131 fps:1845 +frame:4.35e+06 wall_t:2358 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.165 +2026-01-06 12:05:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1135.56 total_reward_ma:1014.29 loss:-0.01641 fps:1845 +frame:4.36e+06 wall_t:2363 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.231 +2026-01-06 12:05:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1161.64 total_reward_ma:1016.51 loss:-0.00399 fps:1846 +frame:4.37e+06 wall_t:2367 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.321 +2026-01-06 12:05:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1195.04 total_reward_ma:1019.04 loss:-0.02143 fps:1847 +frame:4.38e+06 wall_t:2372 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.239 +2026-01-06 12:05:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1201.36 total_reward_ma:1021.56 loss:-0.01844 fps:1847 +frame:4.39e+06 wall_t:2377 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.275 +2026-01-06 12:05:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1201.60 total_reward_ma:1024.00 loss:-0.02693 fps:1847 +frame:4.40e+06 wall_t:2382 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.379 +2026-01-06 12:05:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1195.48 total_reward_ma:1026.57 loss:-0.02169 fps:1848 +frame:4.41e+06 wall_t:2387 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.315 +2026-01-06 12:05:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1192.96 total_reward_ma:1029.21 loss:-0.02688 fps:1849 +frame:4.42e+06 wall_t:2391 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.307 +2026-01-06 12:05:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1190.64 total_reward_ma:1031.76 loss:-0.02303 fps:1849 +frame:4.43e+06 wall_t:2396 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.297 +2026-01-06 12:05:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1179.92 total_reward_ma:1034.23 loss:-0.02645 fps:1850 +frame:4.44e+06 wall_t:2400 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.392 +2026-01-06 12:05:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1195.16 total_reward_ma:1036.83 loss:-0.01923 fps:1850 +frame:4.45e+06 wall_t:2405 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.306 +2026-01-06 12:05:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1172.24 total_reward_ma:1039.12 loss:-0.02557 fps:1851 +frame:4.46e+06 wall_t:2410 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.22 +2026-01-06 12:05:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1177.96 total_reward_ma:1041.54 loss:-0.02323 fps:1852 +frame:4.47e+06 wall_t:2414 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.35 +2026-01-06 12:05:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1196.96 total_reward_ma:1044.48 loss:-0.02302 fps:1852 +frame:4.48e+06 wall_t:2419 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.364 +2026-01-06 12:06:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1204.64 total_reward_ma:1047.47 loss:-0.01647 fps:1852 +frame:4.49e+06 wall_t:2424 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.26 +2026-01-06 12:06:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1196.04 total_reward_ma:1050.65 loss:-0.02519 fps:1853 +frame:4.50e+06 wall_t:2429 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.354 +2026-01-06 12:06:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1186.64 total_reward_ma:1053.76 loss:-0.01521 fps:1853 +frame:4.51e+06 wall_t:2434 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.391 +2026-01-06 12:06:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1185.64 total_reward_ma:1056.96 loss:-0.02772 fps:1853 +frame:4.52e+06 wall_t:2439 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.323 +2026-01-06 12:06:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1180.84 total_reward_ma:1060.13 loss:-0.02567 fps:1854 +frame:4.53e+06 wall_t:2443 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.318 +2026-01-06 12:06:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1185.64 total_reward_ma:1063.31 loss:-0.0254 fps:1855 +frame:4.54e+06 wall_t:2448 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.354 +2026-01-06 12:06:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1161.56 total_reward_ma:1066.37 loss:-0.0183 fps:1855 +frame:4.55e+06 wall_t:2453 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.213 +2026-01-06 12:06:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1144.12 total_reward_ma:1069.33 loss:-0.01303 fps:1855 +frame:4.56e+06 wall_t:2458 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.316 +2026-01-06 12:06:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1154.56 total_reward_ma:1072.24 loss:-0.02494 fps:1855 +frame:4.57e+06 wall_t:2463 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.3 +2026-01-06 12:06:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1144.60 total_reward_ma:1074.93 loss:-0.02578 fps:1857 +frame:4.58e+06 wall_t:2467 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.261 +2026-01-06 12:06:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1155.64 total_reward_ma:1078.02 loss:-0.01546 fps:1857 +frame:4.59e+06 wall_t:2472 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.305 +2026-01-06 12:06:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1163.88 total_reward_ma:1081.21 loss:-0.01622 fps:1857 +frame:4.60e+06 wall_t:2477 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.197 +2026-01-06 12:06:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1213.96 total_reward_ma:1084.97 loss:-0.02144 fps:1857 +frame:4.61e+06 wall_t:2482 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.237 +2026-01-06 12:07:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1229.08 total_reward_ma:1088.98 loss:-0.02258 fps:1858 +frame:4.62e+06 wall_t:2487 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.259 +2026-01-06 12:07:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1251.36 total_reward_ma:1092.87 loss:-0.01806 fps:1858 +frame:4.63e+06 wall_t:2492 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.251 +2026-01-06 12:07:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1241.04 total_reward_ma:1096.51 loss:-0.02699 fps:1858 +frame:4.64e+06 wall_t:2497 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.299 +2026-01-06 12:07:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1270.76 total_reward_ma:1100.44 loss:-0.01508 fps:1859 +frame:4.65e+06 wall_t:2501 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.255 +2026-01-06 12:07:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1251.92 total_reward_ma:1104.12 loss:-0.01883 fps:1860 +frame:4.66e+06 wall_t:2506 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.295 +2026-01-06 12:07:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1245.76 total_reward_ma:1107.72 loss:-0.01951 fps:1860 +frame:4.67e+06 wall_t:2511 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.198 +2026-01-06 12:07:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1248.64 total_reward_ma:1111.43 loss:-0.02118 fps:1860 +frame:4.68e+06 wall_t:2516 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.361 +2026-01-06 12:07:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1243.60 total_reward_ma:1114.99 loss:-0.02617 fps:1860 +frame:4.69e+06 wall_t:2521 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.204 +2026-01-06 12:07:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1260.48 total_reward_ma:1118.73 loss:-0.02125 fps:1861 +frame:4.70e+06 wall_t:2525 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.373 +2026-01-06 12:07:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1280.64 total_reward_ma:1122.40 loss:-0.01726 fps:1862 +frame:4.71e+06 wall_t:2530 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.217 +2026-01-06 12:07:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1307.16 total_reward_ma:1126.24 loss:-0.02173 fps:1862 +frame:4.72e+06 wall_t:2535 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.268 +2026-01-06 12:07:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1305.40 total_reward_ma:1130.00 loss:-0.01379 fps:1862 +frame:4.73e+06 wall_t:2540 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.255 +2026-01-06 12:08:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1302.04 total_reward_ma:1133.73 loss:-0.02237 fps:1863 +frame:4.74e+06 wall_t:2544 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.295 +2026-01-06 12:08:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1310.24 total_reward_ma:1137.35 loss:-0.01798 fps:1863 +frame:4.75e+06 wall_t:2549 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.311 +2026-01-06 12:08:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1313.60 total_reward_ma:1140.88 loss:-0.02463 fps:1864 +frame:4.76e+06 wall_t:2553 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.271 +2026-01-06 12:08:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1334.56 total_reward_ma:1144.65 loss:-0.01645 fps:1865 +frame:4.77e+06 wall_t:2558 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.237 +2026-01-06 12:08:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1345.20 total_reward_ma:1148.40 loss:-0.01541 fps:1866 +frame:4.78e+06 wall_t:2562 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.31 +2026-01-06 12:08:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1342.04 total_reward_ma:1152.08 loss:-0.02015 fps:1866 +frame:4.79e+06 wall_t:2567 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.244 +2026-01-06 12:08:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1346.36 total_reward_ma:1155.91 loss:-0.02523 fps:1866 +frame:4.80e+06 wall_t:2572 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.466 +2026-01-06 12:08:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1325.20 total_reward_ma:1159.48 loss:-0.01873 fps:1867 +frame:4.81e+06 wall_t:2577 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.259 +2026-01-06 12:08:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1313.20 total_reward_ma:1162.92 loss:-0.01756 fps:1867 +frame:4.82e+06 wall_t:2582 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.267 +2026-01-06 12:08:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1316.76 total_reward_ma:1166.48 loss:-0.01581 fps:1866 +frame:4.83e+06 wall_t:2588 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.286 +2026-01-06 12:08:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1301.76 total_reward_ma:1169.76 loss:-0.02183 fps:1867 +frame:4.84e+06 wall_t:2592 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.204 +2026-01-06 12:08:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1314.24 total_reward_ma:1173.08 loss:-0.02227 fps:1867 +frame:4.85e+06 wall_t:2598 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.231 +2026-01-06 12:09:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1305.28 total_reward_ma:1176.32 loss:-0.02261 fps:1868 +frame:4.86e+06 wall_t:2602 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.348 +2026-01-06 12:09:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1291.24 total_reward_ma:1179.56 loss:-0.0198 fps:1868 +frame:4.87e+06 wall_t:2607 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.323 +2026-01-06 12:09:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1299.68 total_reward_ma:1182.81 loss:-0.02168 fps:1869 +frame:4.88e+06 wall_t:2611 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.354 +2026-01-06 12:09:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1301.52 total_reward_ma:1185.94 loss:-0.01777 fps:1869 +frame:4.89e+06 wall_t:2616 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.284 +2026-01-06 12:09:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1263.48 total_reward_ma:1188.61 loss:-0.02086 fps:1870 +frame:4.90e+06 wall_t:2621 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.372 +2026-01-06 12:09:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1256.08 total_reward_ma:1191.11 loss:-0.02398 fps:1870 +frame:4.91e+06 wall_t:2626 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.283 +2026-01-06 12:09:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1251.60 total_reward_ma:1193.62 loss:-0.0261 fps:1871 +frame:4.92e+06 wall_t:2630 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.344 +2026-01-06 12:09:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1230.40 total_reward_ma:1195.96 loss:-0.02514 fps:1871 +frame:4.93e+06 wall_t:2635 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.376 +2026-01-06 12:09:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1226.08 total_reward_ma:1198.14 loss:-0.02842 fps:1871 +frame:4.94e+06 wall_t:2641 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.378 +2026-01-06 12:09:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1211.16 total_reward_ma:1200.21 loss:-0.02208 fps:1871 +frame:4.95e+06 wall_t:2645 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.379 +2026-01-06 12:09:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1228.80 total_reward_ma:1202.11 loss:-0.0275 fps:1872 +frame:4.96e+06 wall_t:2650 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.34 +2026-01-06 12:09:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1199.92 total_reward_ma:1203.49 loss:-0.02548 fps:1872 +frame:4.97e+06 wall_t:2655 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.319 +2026-01-06 12:09:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1190.96 total_reward_ma:1204.59 loss:-0.01488 fps:1872 +frame:4.98e+06 wall_t:2660 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.201 +2026-01-06 12:10:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1176.20 total_reward_ma:1205.27 loss:-0.02173 fps:1872 +frame:4.99e+06 wall_t:2665 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.274 +2026-01-06 12:10:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1177.76 total_reward_ma:1205.80 loss:-0.01755 fps:1873 +frame:5.00e+06 wall_t:2669 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.307 +2026-01-06 12:10:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1180.44 total_reward_ma:1206.11 loss:-0.02738 fps:1873 +frame:5.01e+06 wall_t:2675 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.253 +2026-01-06 12:10:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1211.80 total_reward_ma:1206.64 loss:-0.02241 fps:1873 +frame:5.02e+06 wall_t:2680 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.269 +2026-01-06 12:10:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1243.44 total_reward_ma:1207.62 loss:-0.005117 fps:1874 +frame:5.03e+06 wall_t:2684 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.336 +2026-01-06 12:10:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1248.12 total_reward_ma:1208.36 loss:-0.01688 fps:1875 +frame:5.04e+06 wall_t:2688 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.225 +2026-01-06 12:10:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1278.68 total_reward_ma:1209.30 loss:-0.02137 fps:1875 +frame:5.05e+06 wall_t:2693 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.158 +2026-01-06 12:10:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1295.76 total_reward_ma:1210.24 loss:-0.01537 fps:1875 +frame:5.06e+06 wall_t:2698 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.155 +2026-01-06 12:10:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1313.28 total_reward_ma:1211.36 loss:-0.02241 fps:1876 +frame:5.07e+06 wall_t:2703 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.161 +2026-01-06 12:10:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1349.64 total_reward_ma:1212.78 loss:-0.005528 fps:1876 +frame:5.08e+06 wall_t:2708 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.179 +2026-01-06 12:10:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1357.04 total_reward_ma:1214.27 loss:-0.02068 fps:1876 +frame:5.09e+06 wall_t:2713 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.209 +2026-01-06 12:10:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1385.60 total_reward_ma:1215.99 loss:-0.02145 fps:1876 +frame:5.10e+06 wall_t:2718 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.178 +2026-01-06 12:11:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1381.12 total_reward_ma:1217.92 loss:-0.01059 fps:1877 +frame:5.11e+06 wall_t:2723 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.255 +2026-01-06 12:11:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1428.96 total_reward_ma:1220.27 loss:-0.01899 fps:1878 +frame:5.12e+06 wall_t:2727 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.126 +2026-01-06 12:11:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1439.36 total_reward_ma:1222.70 loss:-0.0198 fps:1878 +frame:5.13e+06 wall_t:2732 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.196 +2026-01-06 12:11:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1454.48 total_reward_ma:1225.37 loss:-0.01084 fps:1878 +frame:5.14e+06 wall_t:2737 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.204 +2026-01-06 12:11:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1471.08 total_reward_ma:1228.31 loss:-0.02409 fps:1878 +frame:5.15e+06 wall_t:2742 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.197 +2026-01-06 12:11:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1450.64 total_reward_ma:1231.01 loss:-0.01347 fps:1879 +frame:5.16e+06 wall_t:2746 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.186 +2026-01-06 12:11:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1477.32 total_reward_ma:1234.29 loss:-0.01969 fps:1879 +frame:5.17e+06 wall_t:2751 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.169 +2026-01-06 12:11:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1478.76 total_reward_ma:1237.56 loss:-0.02772 fps:1880 +frame:5.18e+06 wall_t:2756 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.313 +2026-01-06 12:11:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1482.32 total_reward_ma:1240.93 loss:-0.01859 fps:1880 +frame:5.19e+06 wall_t:2761 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.172 +2026-01-06 12:11:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1491.32 total_reward_ma:1244.55 loss:-0.01997 fps:1881 +frame:5.20e+06 wall_t:2765 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.187 +2026-01-06 12:11:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1497.00 total_reward_ma:1248.08 loss:-0.02144 fps:1881 +frame:5.21e+06 wall_t:2770 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.193 +2026-01-06 12:11:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1496.04 total_reward_ma:1251.80 loss:-0.02119 fps:1881 +frame:5.22e+06 wall_t:2775 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.169 +2026-01-06 12:11:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1539.28 total_reward_ma:1256.13 loss:-0.01552 fps:1882 +frame:5.23e+06 wall_t:2779 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.17 +2026-01-06 12:12:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1539.16 total_reward_ma:1260.50 loss:-0.01081 fps:1882 +frame:5.24e+06 wall_t:2784 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.245 +2026-01-06 12:12:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1555.48 total_reward_ma:1265.10 loss:-0.01868 fps:1882 +frame:5.25e+06 wall_t:2789 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.088 +2026-01-06 12:12:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1542.40 total_reward_ma:1269.59 loss:-0.02082 fps:1883 +frame:5.26e+06 wall_t:2794 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.145 +2026-01-06 12:12:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1534.20 total_reward_ma:1274.08 loss:-0.01637 fps:1883 +frame:5.27e+06 wall_t:2799 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.167 +2026-01-06 12:12:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1529.32 total_reward_ma:1278.32 loss:-0.02713 fps:1883 +frame:5.28e+06 wall_t:2804 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.201 +2026-01-06 12:12:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1512.32 total_reward_ma:1282.40 loss:-0.009405 fps:1884 +frame:5.29e+06 wall_t:2808 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.271 +2026-01-06 12:12:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1536.44 total_reward_ma:1286.64 loss:-0.01785 fps:1884 +frame:5.30e+06 wall_t:2813 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.114 +2026-01-06 12:12:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1571.72 total_reward_ma:1291.16 loss:-0.01509 fps:1884 +frame:5.31e+06 wall_t:2818 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.16 +2026-01-06 12:12:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1611.80 total_reward_ma:1295.71 loss:-0.01825 fps:1885 +frame:5.32e+06 wall_t:2823 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.207 +2026-01-06 12:12:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1602.28 total_reward_ma:1300.33 loss:-0.01634 fps:1885 +frame:5.33e+06 wall_t:2827 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.226 +2026-01-06 12:12:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1598.88 total_reward_ma:1305.03 loss:-0.01532 fps:1886 +frame:5.34e+06 wall_t:2832 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.152 +2026-01-06 12:12:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1614.24 total_reward_ma:1309.85 loss:-0.007808 fps:1886 +frame:5.35e+06 wall_t:2837 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.099 +2026-01-06 12:13:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1621.20 total_reward_ma:1314.71 loss:-0.02291 fps:1886 +frame:5.36e+06 wall_t:2842 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.187 +2026-01-06 12:13:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1642.12 total_reward_ma:1319.51 loss:-0.01566 fps:1886 +frame:5.37e+06 wall_t:2847 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.251 +2026-01-06 12:13:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1654.84 total_reward_ma:1324.11 loss:-0.0163 fps:1887 +frame:5.38e+06 wall_t:2851 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.182 +2026-01-06 12:13:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1654.60 total_reward_ma:1328.64 loss:-0.007689 fps:1887 +frame:5.39e+06 wall_t:2856 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.193 +2026-01-06 12:13:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1667.36 total_reward_ma:1333.30 loss:-0.02455 fps:1887 +frame:5.40e+06 wall_t:2861 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.135 +2026-01-06 12:13:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1696.80 total_reward_ma:1338.31 loss:-0.01695 fps:1888 +frame:5.41e+06 wall_t:2865 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.087 +2026-01-06 12:13:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1704.72 total_reward_ma:1343.43 loss:-0.01447 fps:1889 +frame:5.42e+06 wall_t:2870 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.192 +2026-01-06 12:13:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1708.24 total_reward_ma:1348.61 loss:-0.01284 fps:1889 +frame:5.43e+06 wall_t:2875 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.137 +2026-01-06 12:13:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1705.00 total_reward_ma:1353.86 loss:-0.01169 fps:1889 +frame:5.44e+06 wall_t:2880 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.175 +2026-01-06 12:13:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1682.92 total_reward_ma:1358.74 loss:-0.008389 fps:1889 +frame:5.45e+06 wall_t:2885 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.082 +2026-01-06 12:13:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1660.60 total_reward_ma:1363.62 loss:-0.02579 fps:1889 +frame:5.46e+06 wall_t:2891 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.209 +2026-01-06 12:13:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1668.56 total_reward_ma:1368.53 loss:-0.02123 fps:1889 +frame:5.47e+06 wall_t:2895 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.322 +2026-01-06 12:13:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1669.28 total_reward_ma:1373.25 loss:-0.005588 fps:1890 +frame:5.48e+06 wall_t:2900 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.186 +2026-01-06 12:14:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1649.72 total_reward_ma:1377.70 loss:-0.02098 fps:1890 +frame:5.49e+06 wall_t:2905 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.151 +2026-01-06 12:14:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1665.76 total_reward_ma:1382.40 loss:-0.02172 fps:1890 +frame:5.50e+06 wall_t:2910 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.113 +2026-01-06 12:14:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1658.24 total_reward_ma:1387.11 loss:-0.01351 fps:1890 +frame:5.51e+06 wall_t:2916 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.22 +2026-01-06 12:14:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1642.60 total_reward_ma:1391.68 loss:-0.02272 fps:1890 +frame:5.52e+06 wall_t:2921 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.223 +2026-01-06 12:14:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1604.40 total_reward_ma:1395.92 loss:-0.0134 fps:1890 +frame:5.53e+06 wall_t:2926 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.085 +2026-01-06 12:14:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1578.44 total_reward_ma:1399.85 loss:-0.01608 fps:1890 +frame:5.54e+06 wall_t:2931 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.305 +2026-01-06 12:14:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1609.02 total_reward_ma:1404.32 loss:-0.01591 fps:1891 +frame:5.55e+06 wall_t:2935 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.232 +2026-01-06 12:14:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1593.74 total_reward_ma:1408.82 loss:-0.008951 fps:1891 +frame:5.56e+06 wall_t:2940 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.21 +2026-01-06 12:14:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1577.98 total_reward_ma:1413.05 loss:-0.01331 fps:1891 +frame:5.57e+06 wall_t:2945 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.077 +2026-01-06 12:14:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1573.38 total_reward_ma:1417.34 loss:-0.02148 fps:1892 +frame:5.58e+06 wall_t:2949 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.215 +2026-01-06 12:14:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1554.14 total_reward_ma:1421.32 loss:-0.01774 fps:1892 +frame:5.59e+06 wall_t:2954 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.17 +2026-01-06 12:14:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1541.22 total_reward_ma:1425.10 loss:-0.01783 fps:1893 +frame:5.60e+06 wall_t:2959 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.153 +2026-01-06 12:15:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1491.38 total_reward_ma:1427.87 loss:-0.01274 fps:1893 +frame:5.61e+06 wall_t:2963 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.152 +2026-01-06 12:15:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1498.58 total_reward_ma:1430.57 loss:-0.01599 fps:1894 +frame:5.62e+06 wall_t:2968 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.167 +2026-01-06 12:15:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1462.94 total_reward_ma:1432.68 loss:-0.01825 fps:1894 +frame:5.63e+06 wall_t:2973 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.185 +2026-01-06 12:15:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1450.98 total_reward_ma:1434.78 loss:-0.01701 fps:1895 +frame:5.64e+06 wall_t:2977 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.071 +2026-01-06 12:15:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1438.70 total_reward_ma:1436.46 loss:-0.02352 fps:1895 +frame:5.65e+06 wall_t:2982 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.203 +2026-01-06 12:15:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1432.26 total_reward_ma:1438.27 loss:-0.01875 fps:1895 +frame:5.66e+06 wall_t:2987 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.112 +2026-01-06 12:15:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1436.26 total_reward_ma:1440.17 loss:-0.01656 fps:1895 +frame:5.67e+06 wall_t:2992 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.115 +2026-01-06 12:15:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1418.86 total_reward_ma:1441.87 loss:-0.02462 fps:1895 +frame:5.68e+06 wall_t:2998 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.215 +2026-01-06 12:15:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1413.50 total_reward_ma:1443.57 loss:-0.01839 fps:1895 +frame:5.69e+06 wall_t:3003 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.096 +2026-01-06 12:15:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1431.34 total_reward_ma:1445.28 loss:-0.02594 fps:1896 +frame:5.70e+06 wall_t:3007 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.227 +2026-01-06 12:15:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1432.46 total_reward_ma:1446.80 loss:-0.02289 fps:1896 +frame:5.71e+06 wall_t:3012 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.164 +2026-01-06 12:15:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1428.86 total_reward_ma:1448.01 loss:-0.01741 fps:1897 +frame:5.72e+06 wall_t:3016 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.229 +2026-01-06 12:15:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1443.26 total_reward_ma:1449.39 loss:-0.01488 fps:1897 +frame:5.73e+06 wall_t:3021 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.187 +2026-01-06 12:16:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1464.82 total_reward_ma:1451.02 loss:-0.0177 fps:1897 +frame:5.74e+06 wall_t:3026 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.226 +2026-01-06 12:16:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1462.06 total_reward_ma:1452.54 loss:-0.02092 fps:1897 +frame:5.75e+06 wall_t:3031 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.306 +2026-01-06 12:16:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1457.88 total_reward_ma:1453.98 loss:-0.009409 fps:1897 +frame:5.76e+06 wall_t:3036 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.268 +2026-01-06 12:16:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1450.40 total_reward_ma:1455.14 loss:-0.01244 fps:1897 +frame:5.77e+06 wall_t:3041 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.212 +2026-01-06 12:16:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1456.32 total_reward_ma:1456.25 loss:-0.01006 fps:1898 +frame:5.78e+06 wall_t:3046 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.244 +2026-01-06 12:16:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1450.52 total_reward_ma:1457.34 loss:-0.01304 fps:1898 +frame:5.79e+06 wall_t:3051 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.1 +2026-01-06 12:16:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1460.04 total_reward_ma:1458.47 loss:-0.01143 fps:1898 +frame:5.80e+06 wall_t:3056 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.172 +2026-01-06 12:16:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1451.88 total_reward_ma:1459.74 loss:-0.01648 fps:1899 +frame:5.81e+06 wall_t:3060 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.107 +2026-01-06 12:16:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1462.72 total_reward_ma:1461.24 loss:-0.009866 fps:1899 +frame:5.82e+06 wall_t:3065 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.116 +2026-01-06 12:16:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1464.16 total_reward_ma:1462.71 loss:-0.01621 fps:1899 +frame:5.83e+06 wall_t:3070 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.141 +2026-01-06 12:16:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1472.76 total_reward_ma:1464.42 loss:-0.004139 fps:1899 +frame:5.84e+06 wall_t:3075 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.169 +2026-01-06 12:16:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1496.80 total_reward_ma:1466.24 loss:-0.01265 fps:1899 +frame:5.85e+06 wall_t:3080 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.197 +2026-01-06 12:17:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1503.32 total_reward_ma:1468.23 loss:-0.01571 fps:1900 +frame:5.86e+06 wall_t:3084 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.204 +2026-01-06 12:17:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1475.24 total_reward_ma:1470.07 loss:-0.02302 fps:1900 +frame:5.87e+06 wall_t:3089 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.182 +2026-01-06 12:17:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1475.92 total_reward_ma:1471.83 loss:-0.02344 fps:1900 +frame:5.88e+06 wall_t:3094 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.195 +2026-01-06 12:17:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1480.68 total_reward_ma:1473.62 loss:-0.02261 fps:1901 +frame:5.89e+06 wall_t:3098 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.173 +2026-01-06 12:17:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1468.52 total_reward_ma:1475.67 loss:-0.0216 fps:1901 +frame:5.90e+06 wall_t:3103 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.172 +2026-01-06 12:17:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1483.80 total_reward_ma:1477.95 loss:-0.02403 fps:1902 +frame:5.91e+06 wall_t:3107 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.098 +2026-01-06 12:17:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1492.48 total_reward_ma:1480.36 loss:-0.02283 fps:1902 +frame:5.92e+06 wall_t:3112 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.129 +2026-01-06 12:17:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1496.44 total_reward_ma:1483.02 loss:-0.01543 fps:1902 +frame:5.93e+06 wall_t:3117 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.218 +2026-01-06 12:17:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1492.36 total_reward_ma:1485.68 loss:-0.007453 fps:1903 +frame:5.94e+06 wall_t:3122 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.078 +2026-01-06 12:17:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1488.96 total_reward_ma:1488.46 loss:-0.016 fps:1903 +frame:5.95e+06 wall_t:3127 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.127 +2026-01-06 12:17:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1473.16 total_reward_ma:1490.90 loss:-0.01364 fps:1904 +frame:5.96e+06 wall_t:3131 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.138 +2026-01-06 12:17:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1488.40 total_reward_ma:1493.79 loss:-0.01267 fps:1904 +frame:5.97e+06 wall_t:3136 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.121 +2026-01-06 12:17:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1522.72 total_reward_ma:1497.10 loss:-0.01712 fps:1904 +frame:5.98e+06 wall_t:3140 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.142 +2026-01-06 12:18:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1503.60 total_reward_ma:1500.38 loss:-0.02033 fps:1905 +frame:5.99e+06 wall_t:3145 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.141 +2026-01-06 12:18:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1516.44 total_reward_ma:1503.76 loss:-0.01558 fps:1905 +frame:6.00e+06 wall_t:3150 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.179 +2026-01-06 12:18:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1532.96 total_reward_ma:1507.29 loss:-0.01932 fps:1905 +frame:6.01e+06 wall_t:3155 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.168 +2026-01-06 12:18:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1556.16 total_reward_ma:1510.73 loss:-0.01797 fps:1906 +frame:6.02e+06 wall_t:3159 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.254 +2026-01-06 12:18:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1559.32 total_reward_ma:1513.89 loss:-0.01202 fps:1906 +frame:6.03e+06 wall_t:3164 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.121 +2026-01-06 12:18:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1564.64 total_reward_ma:1517.06 loss:-0.01799 fps:1906 +frame:6.04e+06 wall_t:3169 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.105 +2026-01-06 12:18:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1538.36 total_reward_ma:1519.65 loss:-0.02665 fps:1906 +frame:6.05e+06 wall_t:3174 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 12:18:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1530.72 total_reward_ma:1522.00 loss:-0.01376 fps:1907 +frame:6.06e+06 wall_t:3178 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.176 +2026-01-06 12:18:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1553.68 total_reward_ma:1524.41 loss:-0.02051 fps:1907 +frame:6.07e+06 wall_t:3183 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.198 +2026-01-06 12:18:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1554.28 total_reward_ma:1526.45 loss:-0.0244 fps:1908 +frame:6.08e+06 wall_t:3187 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.298 +2026-01-06 12:18:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1543.28 total_reward_ma:1528.32 loss:-0.0134 fps:1908 +frame:6.09e+06 wall_t:3191 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.227 +2026-01-06 12:18:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1510.52 total_reward_ma:1529.57 loss:-0.009055 fps:1909 +frame:6.10e+06 wall_t:3196 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.144 +2026-01-06 12:18:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1488.08 total_reward_ma:1530.63 loss:-0.02107 fps:1909 +frame:6.11e+06 wall_t:3201 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.135 +2026-01-06 12:19:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1495.32 total_reward_ma:1531.30 loss:-0.009056 fps:1909 +frame:6.12e+06 wall_t:3206 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.205 +2026-01-06 12:19:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1477.52 total_reward_ma:1531.68 loss:-0.01088 fps:1909 +frame:6.13e+06 wall_t:3211 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.202 +2026-01-06 12:19:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1500.56 total_reward_ma:1532.14 loss:-0.007568 fps:1909 +frame:6.14e+06 wall_t:3216 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 12:19:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1512.56 total_reward_ma:1532.56 loss:-0.02398 fps:1910 +frame:6.15e+06 wall_t:3220 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.182 +2026-01-06 12:19:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1563.64 total_reward_ma:1533.69 loss:-0.02284 fps:1910 +frame:6.16e+06 wall_t:3225 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.214 +2026-01-06 12:19:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1567.40 total_reward_ma:1534.59 loss:-0.02271 fps:1911 +frame:6.17e+06 wall_t:3229 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.291 +2026-01-06 12:19:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1549.20 total_reward_ma:1535.29 loss:-0.01658 fps:1911 +frame:6.18e+06 wall_t:3234 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.174 +2026-01-06 12:19:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1551.60 total_reward_ma:1535.98 loss:-0.01273 fps:1912 +frame:6.19e+06 wall_t:3238 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.208 +2026-01-06 12:19:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1553.00 total_reward_ma:1536.60 loss:-0.01693 fps:1912 +frame:6.20e+06 wall_t:3243 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.237 +2026-01-06 12:19:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1577.12 total_reward_ma:1537.40 loss:-0.01691 fps:1912 +frame:6.21e+06 wall_t:3248 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.191 +2026-01-06 12:19:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1607.00 total_reward_ma:1538.51 loss:-0.01261 fps:1913 +frame:6.22e+06 wall_t:3252 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.194 +2026-01-06 12:19:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1591.08 total_reward_ma:1539.03 loss:-0.00795 fps:1913 +frame:6.23e+06 wall_t:3256 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.153 +2026-01-06 12:19:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1566.56 total_reward_ma:1539.30 loss:-0.01635 fps:1914 +frame:6.24e+06 wall_t:3261 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.206 +2026-01-06 12:20:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1585.76 total_reward_ma:1539.61 loss:-0.01811 fps:1914 +frame:6.25e+06 wall_t:3265 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.267 +2026-01-06 12:20:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1594.80 total_reward_ma:1540.13 loss:-0.01657 fps:1914 +frame:6.26e+06 wall_t:3270 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:20:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1596.24 total_reward_ma:1540.75 loss:-0.02161 fps:1915 +frame:6.27e+06 wall_t:3274 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.209 +2026-01-06 12:20:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1597.20 total_reward_ma:1541.43 loss:-0.01828 fps:1915 +frame:6.28e+06 wall_t:3279 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.072 +2026-01-06 12:20:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1597.84 total_reward_ma:1542.28 loss:-0.007398 fps:1916 +frame:6.29e+06 wall_t:3283 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.063 +2026-01-06 12:20:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1604.48 total_reward_ma:1542.96 loss:-0.01782 fps:1917 +frame:6.30e+06 wall_t:3287 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.08 +2026-01-06 12:20:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1697.74 total_reward_ma:1544.22 loss:-0.01365 fps:1917 +frame:6.31e+06 wall_t:3292 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.201 +2026-01-06 12:20:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1717.40 total_reward_ma:1545.28 loss:-0.01697 fps:1917 +frame:6.32e+06 wall_t:3296 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.275 +2026-01-06 12:20:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1747.36 total_reward_ma:1546.73 loss:-0.01414 fps:1918 +frame:6.33e+06 wall_t:3301 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.19 +2026-01-06 12:20:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1743.64 total_reward_ma:1548.18 loss:-0.01901 fps:1918 +frame:6.34e+06 wall_t:3306 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.25 +2026-01-06 12:20:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1783.24 total_reward_ma:1549.87 loss:-0.00322 fps:1918 +frame:6.35e+06 wall_t:3310 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.289 +2026-01-06 12:20:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1791.72 total_reward_ma:1551.57 loss:-0.02342 fps:1919 +frame:6.36e+06 wall_t:3315 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:20:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1800.72 total_reward_ma:1553.16 loss:-0.02136 fps:1919 +frame:6.37e+06 wall_t:3319 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.181 +2026-01-06 12:21:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1800.04 total_reward_ma:1554.61 loss:-0.01944 fps:1919 +frame:6.38e+06 wall_t:3324 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.18 +2026-01-06 12:21:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1783.84 total_reward_ma:1555.90 loss:-0.02377 fps:1919 +frame:6.39e+06 wall_t:3329 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.231 +2026-01-06 12:21:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1780.20 total_reward_ma:1557.03 loss:-0.01942 fps:1920 +frame:6.40e+06 wall_t:3333 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.063 +2026-01-06 12:21:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1793.76 total_reward_ma:1558.00 loss:-0.01301 fps:1921 +frame:6.41e+06 wall_t:3337 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.121 +2026-01-06 12:21:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1790.40 total_reward_ma:1558.86 loss:-0.01947 fps:1921 +frame:6.42e+06 wall_t:3342 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.271 +2026-01-06 12:21:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1794.04 total_reward_ma:1559.72 loss:-0.01147 fps:1922 +frame:6.43e+06 wall_t:3346 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.052 +2026-01-06 12:21:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1800.72 total_reward_ma:1560.68 loss:-0.009274 fps:1922 +frame:6.44e+06 wall_t:3351 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.21 +2026-01-06 12:21:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1781.00 total_reward_ma:1561.66 loss:-0.01578 fps:1922 +frame:6.45e+06 wall_t:3356 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.121 +2026-01-06 12:21:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1783.68 total_reward_ma:1562.89 loss:-0.006362 fps:1922 +frame:6.46e+06 wall_t:3361 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.102 +2026-01-06 12:21:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1823.16 total_reward_ma:1564.43 loss:-0.01459 fps:1922 +frame:6.47e+06 wall_t:3366 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.174 +2026-01-06 12:21:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1827.60 total_reward_ma:1566.02 loss:-0.02235 fps:1923 +frame:6.48e+06 wall_t:3370 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.192 +2026-01-06 12:21:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1821.20 total_reward_ma:1567.73 loss:-0.01774 fps:1924 +frame:6.49e+06 wall_t:3374 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.29 +2026-01-06 12:21:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1813.84 total_reward_ma:1569.21 loss:-0.01731 fps:1924 +frame:6.50e+06 wall_t:3378 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.152 +2026-01-06 12:22:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1823.68 total_reward_ma:1570.87 loss:-0.02095 fps:1924 +frame:6.51e+06 wall_t:3383 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.252 +2026-01-06 12:22:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1842.24 total_reward_ma:1572.86 loss:-0.0118 fps:1925 +frame:6.52e+06 wall_t:3387 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.134 +2026-01-06 12:22:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1883.92 total_reward_ma:1575.66 loss:-0.02081 fps:1926 +frame:6.53e+06 wall_t:3391 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.232 +2026-01-06 12:22:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1872.00 total_reward_ma:1578.59 loss:-0.02159 fps:1926 +frame:6.54e+06 wall_t:3396 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.18 +2026-01-06 12:22:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1884.36 total_reward_ma:1581.35 loss:-0.01847 fps:1926 +frame:6.55e+06 wall_t:3401 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.145 +2026-01-06 12:22:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1863.12 total_reward_ma:1584.04 loss:-0.02203 fps:1927 +frame:6.56e+06 wall_t:3405 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:22:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1868.12 total_reward_ma:1586.94 loss:-0.02081 fps:1927 +frame:6.57e+06 wall_t:3409 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.167 +2026-01-06 12:22:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1860.92 total_reward_ma:1589.82 loss:-0.01377 fps:1927 +frame:6.58e+06 wall_t:3414 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.15 +2026-01-06 12:22:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1896.68 total_reward_ma:1593.24 loss:-0.005371 fps:1928 +frame:6.59e+06 wall_t:3418 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.299 +2026-01-06 12:22:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1865.80 total_reward_ma:1596.49 loss:-0.02094 fps:1928 +frame:6.60e+06 wall_t:3423 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.113 +2026-01-06 12:22:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1862.88 total_reward_ma:1600.20 loss:-0.01724 fps:1928 +frame:6.61e+06 wall_t:3428 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 12:22:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1884.64 total_reward_ma:1604.06 loss:-0.01767 fps:1929 +frame:6.62e+06 wall_t:3432 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.192 +2026-01-06 12:22:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1871.12 total_reward_ma:1608.15 loss:-0.019 fps:1929 +frame:6.63e+06 wall_t:3437 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.19 +2026-01-06 12:22:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1872.00 total_reward_ma:1612.36 loss:-0.01684 fps:1930 +frame:6.64e+06 wall_t:3441 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.111 +2026-01-06 12:23:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1883.88 total_reward_ma:1616.81 loss:-0.01573 fps:1930 +frame:6.65e+06 wall_t:3446 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.116 +2026-01-06 12:23:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1907.68 total_reward_ma:1621.56 loss:-0.02092 fps:1930 +frame:6.66e+06 wall_t:3450 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.236 +2026-01-06 12:23:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1951.54 total_reward_ma:1626.71 loss:-0.01203 fps:1931 +frame:6.67e+06 wall_t:3455 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.069 +2026-01-06 12:23:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1952.94 total_reward_ma:1632.06 loss:-0.004671 fps:1931 +frame:6.68e+06 wall_t:3460 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.105 +2026-01-06 12:23:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1959.82 total_reward_ma:1637.52 loss:-0.007581 fps:1931 +frame:6.69e+06 wall_t:3464 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.191 +2026-01-06 12:23:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1930.90 total_reward_ma:1642.51 loss:-0.01671 fps:1932 +frame:6.70e+06 wall_t:3468 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.186 +2026-01-06 12:23:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1935.38 total_reward_ma:1647.54 loss:-0.01457 fps:1932 +frame:6.71e+06 wall_t:3473 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.137 +2026-01-06 12:23:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1948.02 total_reward_ma:1652.73 loss:-0.007277 fps:1932 +frame:6.72e+06 wall_t:3478 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.204 +2026-01-06 12:23:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1940.38 total_reward_ma:1657.71 loss:-0.001337 fps:1932 +frame:6.73e+06 wall_t:3483 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.217 +2026-01-06 12:23:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1928.26 total_reward_ma:1662.34 loss:-0.01367 fps:1932 +frame:6.74e+06 wall_t:3488 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.234 +2026-01-06 12:23:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1972.92 total_reward_ma:1667.45 loss:-0.01366 fps:1933 +frame:6.75e+06 wall_t:3492 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.098 +2026-01-06 12:23:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1986.80 total_reward_ma:1672.74 loss:-0.01521 fps:1933 +frame:6.76e+06 wall_t:3497 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.228 +2026-01-06 12:23:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1946.64 total_reward_ma:1677.70 loss:-0.01571 fps:1934 +frame:6.77e+06 wall_t:3501 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.187 +2026-01-06 12:24:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1938.84 total_reward_ma:1682.53 loss:-0.01332 fps:1934 +frame:6.78e+06 wall_t:3506 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.215 +2026-01-06 12:24:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1892.60 total_reward_ma:1686.95 loss:-0.01749 fps:1934 +frame:6.79e+06 wall_t:3511 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.004 +2026-01-06 12:24:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1904.60 total_reward_ma:1691.39 loss:-0.01318 fps:1934 +frame:6.80e+06 wall_t:3516 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.065 +2026-01-06 12:24:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1902.36 total_reward_ma:1695.90 loss:-0.0221 fps:1934 +frame:6.81e+06 wall_t:3521 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.163 +2026-01-06 12:24:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1859.84 total_reward_ma:1699.87 loss:-0.01933 fps:1934 +frame:6.82e+06 wall_t:3526 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.185 +2026-01-06 12:24:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1827.16 total_reward_ma:1703.50 loss:-0.02055 fps:1935 +frame:6.83e+06 wall_t:3530 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 12:24:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1797.24 total_reward_ma:1706.74 loss:-0.0189 fps:1935 +frame:6.84e+06 wall_t:3534 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.072 +2026-01-06 12:24:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1799.80 total_reward_ma:1709.77 loss:-0.006443 fps:1936 +frame:6.85e+06 wall_t:3539 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:24:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1790.44 total_reward_ma:1712.64 loss:-0.01056 fps:1936 +frame:6.86e+06 wall_t:3544 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.146 +2026-01-06 12:24:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1788.32 total_reward_ma:1715.77 loss:-0.01636 fps:1936 +frame:6.87e+06 wall_t:3549 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.179 +2026-01-06 12:24:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1783.88 total_reward_ma:1718.85 loss:-0.01355 fps:1936 +frame:6.88e+06 wall_t:3554 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.09 +2026-01-06 12:24:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1778.04 total_reward_ma:1721.83 loss:-0.01502 fps:1936 +frame:6.89e+06 wall_t:3559 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.216 +2026-01-06 12:25:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1767.94 total_reward_ma:1724.82 loss:-0.01098 fps:1936 +frame:6.90e+06 wall_t:3564 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.132 +2026-01-06 12:25:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1722.10 total_reward_ma:1727.21 loss:-0.01673 fps:1936 +frame:6.91e+06 wall_t:3569 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.202 +2026-01-06 12:25:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1740.98 total_reward_ma:1729.69 loss:-0.009554 fps:1937 +frame:6.92e+06 wall_t:3573 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.058 +2026-01-06 12:25:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1750.78 total_reward_ma:1732.23 loss:-0.006739 fps:1937 +frame:6.93e+06 wall_t:3577 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.201 +2026-01-06 12:25:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1755.66 total_reward_ma:1734.87 loss:-0.01724 fps:1937 +frame:6.94e+06 wall_t:3582 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.225 +2026-01-06 12:25:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1756.02 total_reward_ma:1737.54 loss:-0.01853 fps:1938 +frame:6.95e+06 wall_t:3586 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.119 +2026-01-06 12:25:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1769.66 total_reward_ma:1740.50 loss:-0.009497 fps:1938 +frame:6.96e+06 wall_t:3591 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.048 +2026-01-06 12:25:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1784.90 total_reward_ma:1743.47 loss:-0.01527 fps:1939 +frame:6.97e+06 wall_t:3595 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.111 +2026-01-06 12:25:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1763.56 total_reward_ma:1745.88 loss:-0.008933 fps:1939 +frame:6.98e+06 wall_t:3600 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.11 +2026-01-06 12:25:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1761.76 total_reward_ma:1748.46 loss:-0.01372 fps:1940 +frame:6.99e+06 wall_t:3604 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.108 +2026-01-06 12:25:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1764.56 total_reward_ma:1750.94 loss:-0.01311 fps:1940 +frame:7.00e+06 wall_t:3608 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 12:25:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1758.84 total_reward_ma:1753.20 loss:-0.01977 fps:1940 +frame:7.01e+06 wall_t:3613 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.18 +2026-01-06 12:25:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1791.12 total_reward_ma:1755.55 loss:-0.01718 fps:1941 +frame:7.02e+06 wall_t:3617 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.014 +2026-01-06 12:25:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1803.08 total_reward_ma:1757.98 loss:-0.01345 fps:1941 +frame:7.03e+06 wall_t:3622 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.124 +2026-01-06 12:26:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1832.68 total_reward_ma:1760.67 loss:-0.02157 fps:1942 +frame:7.04e+06 wall_t:3626 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.188 +2026-01-06 12:26:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1818.40 total_reward_ma:1763.47 loss:-0.01566 fps:1942 +frame:7.05e+06 wall_t:3631 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 12:26:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1826.84 total_reward_ma:1766.43 loss:-0.0007608 fps:1942 +frame:7.06e+06 wall_t:3636 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.083 +2026-01-06 12:26:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1878.00 total_reward_ma:1769.67 loss:-0.0001028 fps:1942 +frame:7.07e+06 wall_t:3641 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:26:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1883.40 total_reward_ma:1772.96 loss:-0.007795 fps:1942 +frame:7.08e+06 wall_t:3646 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.122 +2026-01-06 12:26:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1864.56 total_reward_ma:1776.17 loss:-0.01598 fps:1942 +frame:7.09e+06 wall_t:3651 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.045 +2026-01-06 12:26:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1874.52 total_reward_ma:1779.81 loss:-0.01588 fps:1943 +frame:7.10e+06 wall_t:3655 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.138 +2026-01-06 12:26:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1864.68 total_reward_ma:1783.58 loss:-0.01772 fps:1943 +frame:7.11e+06 wall_t:3660 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.194 +2026-01-06 12:26:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1865.20 total_reward_ma:1787.28 loss:-0.007607 fps:1943 +frame:7.12e+06 wall_t:3665 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.085 +2026-01-06 12:26:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1862.00 total_reward_ma:1791.12 loss:-0.008733 fps:1943 +frame:7.13e+06 wall_t:3669 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.026 +2026-01-06 12:26:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1831.76 total_reward_ma:1794.44 loss:-0.01734 fps:1943 +frame:7.14e+06 wall_t:3674 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.071 +2026-01-06 12:26:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1856.76 total_reward_ma:1797.88 loss:-0.01263 fps:1944 +frame:7.15e+06 wall_t:3678 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:27:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1849.76 total_reward_ma:1800.74 loss:-0.02188 fps:1944 +frame:7.16e+06 wall_t:3683 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.12 +2026-01-06 12:27:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1892.24 total_reward_ma:1803.99 loss:0.001841 fps:1945 +frame:7.17e+06 wall_t:3687 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.098 +2026-01-06 12:27:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1913.72 total_reward_ma:1807.63 loss:-0.01174 fps:1945 +frame:7.18e+06 wall_t:3692 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.205 +2026-01-06 12:27:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1910.16 total_reward_ma:1811.22 loss:-0.0163 fps:1945 +frame:7.19e+06 wall_t:3697 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:27:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1918.72 total_reward_ma:1814.87 loss:-0.0139 fps:1945 +frame:7.20e+06 wall_t:3701 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.221 +2026-01-06 12:27:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1942.76 total_reward_ma:1818.53 loss:-0.01262 fps:1945 +frame:7.21e+06 wall_t:3706 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.05 +2026-01-06 12:27:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1941.20 total_reward_ma:1821.87 loss:-0.01235 fps:1946 +frame:7.22e+06 wall_t:3711 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.066 +2026-01-06 12:27:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1953.00 total_reward_ma:1825.49 loss:-0.01849 fps:1946 +frame:7.23e+06 wall_t:3715 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.213 +2026-01-06 12:27:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:1994.46 total_reward_ma:1829.77 loss:-0.01045 fps:1947 +frame:7.24e+06 wall_t:3719 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.179 +2026-01-06 12:27:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2036.96 total_reward_ma:1834.28 loss:-0.01796 fps:1947 +frame:7.25e+06 wall_t:3724 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.057 +2026-01-06 12:27:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2036.96 total_reward_ma:1838.70 loss:-0.01239 fps:1947 +frame:7.26e+06 wall_t:3728 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.08 +2026-01-06 12:27:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2057.36 total_reward_ma:1843.32 loss:-0.01156 fps:1947 +frame:7.27e+06 wall_t:3733 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.095 +2026-01-06 12:27:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2079.72 total_reward_ma:1848.14 loss:-0.01389 fps:1948 +frame:7.28e+06 wall_t:3737 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.17 +2026-01-06 12:27:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2102.28 total_reward_ma:1853.19 loss:-0.01779 fps:1949 +frame:7.29e+06 wall_t:3741 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.134 +2026-01-06 12:28:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2103.94 total_reward_ma:1858.18 loss:-0.01557 fps:1949 +frame:7.30e+06 wall_t:3746 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.057 +2026-01-06 12:28:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2081.74 total_reward_ma:1862.02 loss:-0.02156 fps:1949 +frame:7.31e+06 wall_t:3750 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.145 +2026-01-06 12:28:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2095.86 total_reward_ma:1865.81 loss:-0.01331 fps:1949 +frame:7.32e+06 wall_t:3755 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.151 +2026-01-06 12:28:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2050.62 total_reward_ma:1868.84 loss:-0.01245 fps:1950 +frame:7.33e+06 wall_t:3759 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.011 +2026-01-06 12:28:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2089.86 total_reward_ma:1872.30 loss:-0.00916 fps:1951 +frame:7.34e+06 wall_t:3763 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.054 +2026-01-06 12:28:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2157.34 total_reward_ma:1876.04 loss:-0.01102 fps:1951 +frame:7.35e+06 wall_t:3768 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.044 +2026-01-06 12:28:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2204.68 total_reward_ma:1880.17 loss:-0.01074 fps:1951 +frame:7.36e+06 wall_t:3773 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.065 +2026-01-06 12:28:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2186.64 total_reward_ma:1884.03 loss:-0.01201 fps:1951 +frame:7.37e+06 wall_t:3777 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.13 +2026-01-06 12:28:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2205.96 total_reward_ma:1888.09 loss:-0.01749 fps:1952 +frame:7.38e+06 wall_t:3781 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.082 +2026-01-06 12:28:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2224.44 total_reward_ma:1892.49 loss:-0.01513 fps:1952 +frame:7.39e+06 wall_t:3786 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.061 +2026-01-06 12:28:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2273.72 total_reward_ma:1897.43 loss:-0.01072 fps:1953 +frame:7.40e+06 wall_t:3790 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.178 +2026-01-06 12:28:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2304.08 total_reward_ma:1902.53 loss:-0.00813 fps:1953 +frame:7.41e+06 wall_t:3795 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.145 +2026-01-06 12:28:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2297.24 total_reward_ma:1907.60 loss:-0.01268 fps:1953 +frame:7.42e+06 wall_t:3800 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.102 +2026-01-06 12:29:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2312.56 total_reward_ma:1912.79 loss:-0.01158 fps:1954 +frame:7.43e+06 wall_t:3803 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.021 +2026-01-06 12:29:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2291.64 total_reward_ma:1917.70 loss:-0.01435 fps:1954 +frame:7.44e+06 wall_t:3808 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.149 +2026-01-06 12:29:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2284.60 total_reward_ma:1922.73 loss:-0.003869 fps:1954 +frame:7.45e+06 wall_t:3812 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.022 +2026-01-06 12:29:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2323.66 total_reward_ma:1928.13 loss:-0.01553 fps:1954 +frame:7.46e+06 wall_t:3817 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.069 +2026-01-06 12:29:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2324.18 total_reward_ma:1933.14 loss:-0.01462 fps:1954 +frame:7.47e+06 wall_t:3822 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.06 +2026-01-06 12:29:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2336.90 total_reward_ma:1938.24 loss:-0.02239 fps:1955 +frame:7.48e+06 wall_t:3826 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.01 +2026-01-06 12:29:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2338.06 total_reward_ma:1943.40 loss:-0.01868 fps:1956 +frame:7.49e+06 wall_t:3830 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.035 +2026-01-06 12:29:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2283.24 total_reward_ma:1948.10 loss:-0.000827 fps:1956 +frame:7.50e+06 wall_t:3835 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.038 +2026-01-06 12:29:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2262.48 total_reward_ma:1952.49 loss:-0.01078 fps:1956 +frame:7.51e+06 wall_t:3840 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.149 +2026-01-06 12:29:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2245.70 total_reward_ma:1956.52 loss:-0.001034 fps:1956 +frame:7.52e+06 wall_t:3844 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.152 +2026-01-06 12:29:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2238.24 total_reward_ma:1960.06 loss:-0.01607 fps:1956 +frame:7.53e+06 wall_t:3849 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.9984 +2026-01-06 12:29:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2272.70 total_reward_ma:1964.07 loss:-0.01647 fps:1956 +frame:7.54e+06 wall_t:3854 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.048 +2026-01-06 12:29:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2239.14 total_reward_ma:1967.62 loss:-0.01694 fps:1957 +frame:7.55e+06 wall_t:3858 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:30:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2227.98 total_reward_ma:1971.27 loss:-0.004294 fps:1957 +frame:7.56e+06 wall_t:3863 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.18 +2026-01-06 12:30:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2188.48 total_reward_ma:1974.47 loss:-0.005861 fps:1958 +frame:7.57e+06 wall_t:3867 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.104 +2026-01-06 12:30:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2197.08 total_reward_ma:1977.83 loss:-0.01614 fps:1958 +frame:7.58e+06 wall_t:3872 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.129 +2026-01-06 12:30:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2262.92 total_reward_ma:1981.49 loss:-0.013 fps:1958 +frame:7.59e+06 wall_t:3876 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.225 +2026-01-06 12:30:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2223.96 total_reward_ma:1985.08 loss:-0.01388 fps:1959 +frame:7.60e+06 wall_t:3880 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.017 +2026-01-06 12:30:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2173.20 total_reward_ma:1988.18 loss:-0.0204 fps:1959 +frame:7.61e+06 wall_t:3885 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.146 +2026-01-06 12:30:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2151.82 total_reward_ma:1990.85 loss:-0.01452 fps:1959 +frame:7.62e+06 wall_t:3890 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.125 +2026-01-06 12:30:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2160.38 total_reward_ma:1993.74 loss:-0.002772 fps:1959 +frame:7.63e+06 wall_t:3895 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.189 +2026-01-06 12:30:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2192.42 total_reward_ma:1996.95 loss:-0.01527 fps:1959 +frame:7.64e+06 wall_t:3899 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 12:30:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2196.86 total_reward_ma:2000.08 loss:-0.003961 fps:1960 +frame:7.65e+06 wall_t:3904 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.087 +2026-01-06 12:30:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2176.46 total_reward_ma:2002.77 loss:-0.007827 fps:1960 +frame:7.66e+06 wall_t:3908 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.078 +2026-01-06 12:30:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2194.52 total_reward_ma:2005.20 loss:-0.009794 fps:1960 +frame:7.67e+06 wall_t:3913 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.031 +2026-01-06 12:30:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2249.08 total_reward_ma:2008.16 loss:-0.01033 fps:1961 +frame:7.68e+06 wall_t:3917 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.052 +2026-01-06 12:30:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2238.34 total_reward_ma:2010.94 loss:-0.01967 fps:1961 +frame:7.69e+06 wall_t:3921 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.188 +2026-01-06 12:31:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2253.34 total_reward_ma:2014.17 loss:-0.0008023 fps:1961 +frame:7.70e+06 wall_t:3926 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.05 +2026-01-06 12:31:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2220.42 total_reward_ma:2017.02 loss:-0.0159 fps:1962 +frame:7.71e+06 wall_t:3930 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.035 +2026-01-06 12:31:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2212.56 total_reward_ma:2019.66 loss:-0.001899 fps:1962 +frame:7.72e+06 wall_t:3935 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.9854 +2026-01-06 12:31:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2206.52 total_reward_ma:2022.32 loss:-0.006716 fps:1962 +frame:7.73e+06 wall_t:3939 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.158 +2026-01-06 12:31:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2234.40 total_reward_ma:2025.39 loss:0.003872 fps:1962 +frame:7.74e+06 wall_t:3944 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.151 +2026-01-06 12:31:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2214.28 total_reward_ma:2027.80 loss:-0.01112 fps:1963 +frame:7.75e+06 wall_t:3948 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.102 +2026-01-06 12:31:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2182.68 total_reward_ma:2029.76 loss:-0.007382 fps:1963 +frame:7.76e+06 wall_t:3953 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.036 +2026-01-06 12:31:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2218.40 total_reward_ma:2032.48 loss:-0.0171 fps:1964 +frame:7.77e+06 wall_t:3957 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.091 +2026-01-06 12:31:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2238.80 total_reward_ma:2035.47 loss:-0.005706 fps:1964 +frame:7.78e+06 wall_t:3962 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.159 +2026-01-06 12:31:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2236.58 total_reward_ma:2038.91 loss:-0.01088 fps:1964 +frame:7.79e+06 wall_t:3966 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:31:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2252.86 total_reward_ma:2042.40 loss:-0.0108 fps:1964 +frame:7.80e+06 wall_t:3971 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.094 +2026-01-06 12:31:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2238.12 total_reward_ma:2045.75 loss:-0.005944 fps:1965 +frame:7.81e+06 wall_t:3975 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.058 +2026-01-06 12:31:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2239.08 total_reward_ma:2049.55 loss:-0.01055 fps:1965 +frame:7.82e+06 wall_t:3980 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.108 +2026-01-06 12:32:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2245.40 total_reward_ma:2053.73 loss:-0.001599 fps:1965 +frame:7.83e+06 wall_t:3985 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.073 +2026-01-06 12:32:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2332.62 total_reward_ma:2059.08 loss:-0.0119 fps:1965 +frame:7.84e+06 wall_t:3990 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.146 +2026-01-06 12:32:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2351.90 total_reward_ma:2064.60 loss:-0.006135 fps:1965 +frame:7.85e+06 wall_t:3994 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.057 +2026-01-06 12:32:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2313.22 total_reward_ma:2069.83 loss:-0.01021 fps:1965 +frame:7.86e+06 wall_t:3999 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.123 +2026-01-06 12:32:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2318.42 total_reward_ma:2075.13 loss:-0.01734 fps:1966 +frame:7.87e+06 wall_t:4003 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.192 +2026-01-06 12:32:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2319.38 total_reward_ma:2080.49 loss:-0.01122 fps:1967 +frame:7.88e+06 wall_t:4007 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.141 +2026-01-06 12:32:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2294.62 total_reward_ma:2085.65 loss:-0.01407 fps:1967 +frame:7.89e+06 wall_t:4012 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.058 +2026-01-06 12:32:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2269.06 total_reward_ma:2090.67 loss:-0.02194 fps:1967 +frame:7.90e+06 wall_t:4017 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:32:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2283.78 total_reward_ma:2096.28 loss:-0.01541 fps:1967 +frame:7.91e+06 wall_t:4021 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 12:32:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2260.10 total_reward_ma:2101.47 loss:-0.01638 fps:1967 +frame:7.92e+06 wall_t:4026 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.071 +2026-01-06 12:32:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2266.48 total_reward_ma:2106.63 loss:-0.01614 fps:1967 +frame:7.93e+06 wall_t:4031 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.9726 +2026-01-06 12:32:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2240.00 total_reward_ma:2111.47 loss:-0.02066 fps:1968 +frame:7.94e+06 wall_t:4035 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.046 +2026-01-06 12:32:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2233.72 total_reward_ma:2116.25 loss:-0.007255 fps:1968 +frame:7.95e+06 wall_t:4040 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.01 +2026-01-06 12:33:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2208.26 total_reward_ma:2120.64 loss:-0.01746 fps:1968 +frame:7.96e+06 wall_t:4045 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.127 +2026-01-06 12:33:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2233.10 total_reward_ma:2125.12 loss:-0.01686 fps:1968 +frame:7.97e+06 wall_t:4049 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.116 +2026-01-06 12:33:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2259.14 total_reward_ma:2130.07 loss:-0.01842 fps:1968 +frame:7.98e+06 wall_t:4054 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.059 +2026-01-06 12:33:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2284.88 total_reward_ma:2135.31 loss:-0.0102 fps:1968 +frame:7.99e+06 wall_t:4059 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.005 +2026-01-06 12:33:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2219.44 total_reward_ma:2139.85 loss:-0.009098 fps:1969 +frame:8.00e+06 wall_t:4063 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.039 +2026-01-06 12:33:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2256.24 total_reward_ma:2144.83 loss:-0.007531 fps:1969 +frame:8.01e+06 wall_t:4068 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.046 +2026-01-06 12:33:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2236.92 total_reward_ma:2149.29 loss:-0.01408 fps:1970 +frame:8.02e+06 wall_t:4072 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.12 +2026-01-06 12:33:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2294.56 total_reward_ma:2154.20 loss:0.003655 fps:1970 +frame:8.03e+06 wall_t:4076 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.029 +2026-01-06 12:33:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2344.50 total_reward_ma:2159.32 loss:0.002629 fps:1970 +frame:8.04e+06 wall_t:4081 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.058 +2026-01-06 12:33:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2409.30 total_reward_ma:2165.23 loss:-0.006955 fps:1971 +frame:8.05e+06 wall_t:4085 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.042 +2026-01-06 12:33:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2416.98 total_reward_ma:2171.13 loss:0.0008858 fps:1971 +frame:8.06e+06 wall_t:4090 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.06 +2026-01-06 12:33:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2414.26 total_reward_ma:2176.49 loss:-0.0128 fps:1971 +frame:8.07e+06 wall_t:4094 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.102 +2026-01-06 12:33:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2419.10 total_reward_ma:2181.85 loss:0.0001743 fps:1971 +frame:8.08e+06 wall_t:4099 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.082 +2026-01-06 12:34:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2402.10 total_reward_ma:2187.22 loss:-0.01133 fps:1971 +frame:8.09e+06 wall_t:4104 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.007 +2026-01-06 12:34:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2450.20 total_reward_ma:2192.98 loss:-0.01342 fps:1972 +frame:8.10e+06 wall_t:4108 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.062 +2026-01-06 12:34:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2453.84 total_reward_ma:2198.87 loss:-0.01434 fps:1972 +frame:8.11e+06 wall_t:4113 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.9768 +2026-01-06 12:34:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2446.22 total_reward_ma:2204.68 loss:-0.005442 fps:1972 +frame:8.12e+06 wall_t:4118 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.026 +2026-01-06 12:34:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2426.18 total_reward_ma:2210.33 loss:-0.005447 fps:1972 +frame:8.13e+06 wall_t:4123 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.9401 +2026-01-06 12:34:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2435.22 total_reward_ma:2216.36 loss:-0.004901 fps:1972 +frame:8.14e+06 wall_t:4128 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.158 +2026-01-06 12:34:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2493.22 total_reward_ma:2222.72 loss:-0.01125 fps:1972 +frame:8.15e+06 wall_t:4133 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.138 +2026-01-06 12:34:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2475.58 total_reward_ma:2228.98 loss:-0.01573 fps:1972 +frame:8.16e+06 wall_t:4138 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.155 +2026-01-06 12:34:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2502.66 total_reward_ma:2235.09 loss:-0.009433 fps:1972 +frame:8.17e+06 wall_t:4142 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.122 +2026-01-06 12:34:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2502.66 total_reward_ma:2240.98 loss:-0.0186 fps:1973 +frame:8.18e+06 wall_t:4146 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.164 +2026-01-06 12:34:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2510.02 total_reward_ma:2246.97 loss:-0.006942 fps:1973 +frame:8.19e+06 wall_t:4151 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.079 +2026-01-06 12:34:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2518.62 total_reward_ma:2252.97 loss:0.00354 fps:1974 +frame:8.20e+06 wall_t:4155 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.094 +2026-01-06 12:34:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2541.82 total_reward_ma:2258.96 loss:-0.007922 fps:1974 +frame:8.21e+06 wall_t:4159 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.181 +2026-01-06 12:35:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2524.10 total_reward_ma:2264.79 loss:-0.01409 fps:1975 +frame:8.22e+06 wall_t:4163 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.089 +2026-01-06 12:35:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2495.22 total_reward_ma:2270.22 loss:-0.008506 fps:1975 +frame:8.23e+06 wall_t:4168 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.022 +2026-01-06 12:35:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2495.70 total_reward_ma:2275.23 loss:-0.01815 fps:1975 +frame:8.24e+06 wall_t:4172 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.102 +2026-01-06 12:35:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2478.62 total_reward_ma:2279.64 loss:-0.004484 fps:1975 +frame:8.25e+06 wall_t:4177 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.07 +2026-01-06 12:35:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2425.20 total_reward_ma:2283.53 loss:-0.009321 fps:1976 +frame:8.26e+06 wall_t:4181 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.085 +2026-01-06 12:35:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2461.04 total_reward_ma:2287.56 loss:-0.001138 fps:1976 +frame:8.27e+06 wall_t:4186 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:35:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2473.64 total_reward_ma:2291.50 loss:-0.01253 fps:1976 +frame:8.28e+06 wall_t:4191 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.187 +2026-01-06 12:35:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2429.12 total_reward_ma:2294.77 loss:0.0002057 fps:1976 +frame:8.29e+06 wall_t:4195 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.121 +2026-01-06 12:35:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2403.16 total_reward_ma:2297.76 loss:-0.009674 fps:1976 +frame:8.30e+06 wall_t:4200 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.9922 +2026-01-06 12:35:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2370.74 total_reward_ma:2300.65 loss:-0.01426 fps:1976 +frame:8.31e+06 wall_t:4205 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.11 +2026-01-06 12:35:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2344.26 total_reward_ma:2303.14 loss:-0.003478 fps:1977 +frame:8.32e+06 wall_t:4209 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:35:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2312.50 total_reward_ma:2305.76 loss:-0.01719 fps:1977 +frame:8.33e+06 wall_t:4213 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.102 +2026-01-06 12:35:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2289.46 total_reward_ma:2307.75 loss:-0.01348 fps:1977 +frame:8.34e+06 wall_t:4218 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.063 +2026-01-06 12:36:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2307.12 total_reward_ma:2309.25 loss:-0.00427 fps:1977 +frame:8.35e+06 wall_t:4223 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.178 +2026-01-06 12:36:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2295.30 total_reward_ma:2310.16 loss:-0.009136 fps:1978 +frame:8.36e+06 wall_t:4227 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.173 +2026-01-06 12:36:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2238.50 total_reward_ma:2310.67 loss:-0.006309 fps:1978 +frame:8.37e+06 wall_t:4231 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.9861 +2026-01-06 12:36:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2225.88 total_reward_ma:2310.87 loss:-0.01659 fps:1978 +frame:8.38e+06 wall_t:4236 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.148 +2026-01-06 12:36:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2220.92 total_reward_ma:2310.84 loss:-0.002064 fps:1979 +frame:8.39e+06 wall_t:4240 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.192 +2026-01-06 12:36:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2219.88 total_reward_ma:2310.30 loss:-0.004021 fps:1979 +frame:8.40e+06 wall_t:4245 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.136 +2026-01-06 12:36:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2160.68 total_reward_ma:2308.87 loss:0.006187 fps:1979 +frame:8.41e+06 wall_t:4249 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.121 +2026-01-06 12:36:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2158.12 total_reward_ma:2307.48 loss:-0.01669 fps:1979 +frame:8.42e+06 wall_t:4254 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.033 +2026-01-06 12:36:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2184.18 total_reward_ma:2306.19 loss:-0.01667 fps:1980 +frame:8.43e+06 wall_t:4258 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.052 +2026-01-06 12:36:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2222.88 total_reward_ma:2305.50 loss:-0.002692 fps:1980 +frame:8.44e+06 wall_t:4263 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.125 +2026-01-06 12:36:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2196.84 total_reward_ma:2304.63 loss:-0.002065 fps:1980 +frame:8.45e+06 wall_t:4267 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.056 +2026-01-06 12:36:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2216.04 total_reward_ma:2303.55 loss:-0.008223 fps:1980 +frame:8.46e+06 wall_t:4272 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.9891 +2026-01-06 12:36:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2208.44 total_reward_ma:2302.39 loss:-0.006354 fps:1980 +frame:8.47e+06 wall_t:4277 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.111 +2026-01-06 12:36:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2205.36 total_reward_ma:2301.08 loss:-0.01183 fps:1981 +frame:8.48e+06 wall_t:4281 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.074 +2026-01-06 12:37:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2248.72 total_reward_ma:2300.18 loss:-0.008981 fps:1981 +frame:8.49e+06 wall_t:4285 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.238 +2026-01-06 12:37:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2250.40 total_reward_ma:2299.86 loss:-0.004858 fps:1981 +frame:8.50e+06 wall_t:4290 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.062 +2026-01-06 12:37:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2244.36 total_reward_ma:2299.67 loss:-0.01204 fps:1981 +frame:8.51e+06 wall_t:4295 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.023 +2026-01-06 12:37:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2263.12 total_reward_ma:2299.85 loss:-0.01176 fps:1982 +frame:8.52e+06 wall_t:4299 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.05 +2026-01-06 12:37:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2239.84 total_reward_ma:2299.86 loss:-0.01476 fps:1982 +frame:8.53e+06 wall_t:4304 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.11 +2026-01-06 12:37:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2225.40 total_reward_ma:2299.39 loss:-0.01262 fps:1982 +frame:8.54e+06 wall_t:4308 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:37:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2273.66 total_reward_ma:2299.74 loss:-0.01224 fps:1983 +frame:8.55e+06 wall_t:4312 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.075 +2026-01-06 12:37:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2271.80 total_reward_ma:2300.17 loss:-0.004279 fps:1983 +frame:8.56e+06 wall_t:4316 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.087 +2026-01-06 12:37:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2246.80 total_reward_ma:2300.76 loss:-0.001629 fps:1983 +frame:8.57e+06 wall_t:4321 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.12 +2026-01-06 12:37:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2239.08 total_reward_ma:2301.18 loss:-0.01186 fps:1984 +frame:8.58e+06 wall_t:4325 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.067 +2026-01-06 12:37:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2267.28 total_reward_ma:2301.22 loss:-0.0001781 fps:1984 +frame:8.59e+06 wall_t:4330 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.9001 +2026-01-06 12:37:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2240.60 total_reward_ma:2301.39 loss:0.006167 fps:1984 +frame:8.60e+06 wall_t:4335 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.135 +2026-01-06 12:37:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2303.36 total_reward_ma:2302.69 loss:-0.00989 fps:1984 +frame:8.61e+06 wall_t:4339 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.152 +2026-01-06 12:38:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2301.66 total_reward_ma:2304.19 loss:-0.01264 fps:1984 +frame:8.62e+06 wall_t:4344 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.114 +2026-01-06 12:38:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2325.92 total_reward_ma:2305.84 loss:-0.00497 fps:1985 +frame:8.63e+06 wall_t:4348 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.9272 +2026-01-06 12:38:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2408.40 total_reward_ma:2308.00 loss:0.001261 fps:1985 +frame:8.64e+06 wall_t:4353 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.133 +2026-01-06 12:38:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2423.46 total_reward_ma:2310.27 loss:-0.009752 fps:1985 +frame:8.65e+06 wall_t:4357 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.069 +2026-01-06 12:38:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2463.74 total_reward_ma:2313.14 loss:-0.005848 fps:1985 +frame:8.66e+06 wall_t:4362 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.9738 +2026-01-06 12:38:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2463.74 total_reward_ma:2315.83 loss:-0.005878 fps:1986 +frame:8.67e+06 wall_t:4366 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.022 +2026-01-06 12:38:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2419.86 total_reward_ma:2317.54 loss:0.003399 fps:1986 +frame:8.68e+06 wall_t:4371 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.048 +2026-01-06 12:38:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2461.96 total_reward_ma:2319.78 loss:-0.003989 fps:1986 +frame:8.69e+06 wall_t:4375 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.034 +2026-01-06 12:38:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2474.90 total_reward_ma:2321.99 loss:-0.001328 fps:1986 +frame:8.70e+06 wall_t:4380 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.194 +2026-01-06 12:38:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2500.00 total_reward_ma:2324.79 loss:-0.006042 fps:1987 +frame:8.71e+06 wall_t:4384 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.06 +2026-01-06 12:38:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2495.04 total_reward_ma:2327.61 loss:-0.001364 fps:1987 +frame:8.72e+06 wall_t:4388 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.125 +2026-01-06 12:38:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2507.04 total_reward_ma:2330.62 loss:-0.002418 fps:1988 +frame:8.73e+06 wall_t:4392 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.132 +2026-01-06 12:38:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2507.04 total_reward_ma:2333.35 loss:-0.01534 fps:1988 +frame:8.74e+06 wall_t:4397 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.071 +2026-01-06 12:38:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2498.96 total_reward_ma:2336.19 loss:-0.007689 fps:1988 +frame:8.75e+06 wall_t:4402 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.029 +2026-01-06 12:39:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2504.20 total_reward_ma:2339.41 loss:-0.01691 fps:1988 +frame:8.76e+06 wall_t:4406 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.099 +2026-01-06 12:39:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2477.80 total_reward_ma:2342.00 loss:0.001153 fps:1988 +frame:8.77e+06 wall_t:4411 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.218 +2026-01-06 12:39:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2562.34 total_reward_ma:2345.24 loss:-0.01597 fps:1989 +frame:8.78e+06 wall_t:4415 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:39:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2560.78 total_reward_ma:2348.48 loss:-0.004666 fps:1989 +frame:8.79e+06 wall_t:4420 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.069 +2026-01-06 12:39:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2574.30 total_reward_ma:2351.69 loss:-0.01218 fps:1989 +frame:8.80e+06 wall_t:4425 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.077 +2026-01-06 12:39:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2553.42 total_reward_ma:2354.85 loss:-0.01148 fps:1989 +frame:8.81e+06 wall_t:4429 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:39:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2545.98 total_reward_ma:2357.92 loss:0.002949 fps:1989 +frame:8.82e+06 wall_t:4434 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.093 +2026-01-06 12:39:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2595.38 total_reward_ma:2361.42 loss:-0.01303 fps:1990 +frame:8.83e+06 wall_t:4438 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.251 +2026-01-06 12:39:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2630.12 total_reward_ma:2364.39 loss:-0.003384 fps:1990 +frame:8.84e+06 wall_t:4443 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.124 +2026-01-06 12:39:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2705.32 total_reward_ma:2367.92 loss:-0.01122 fps:1990 +frame:8.85e+06 wall_t:4448 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.225 +2026-01-06 12:39:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2693.02 total_reward_ma:2371.72 loss:-0.006222 fps:1990 +frame:8.86e+06 wall_t:4452 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.099 +2026-01-06 12:39:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2705.62 total_reward_ma:2375.59 loss:-0.01127 fps:1991 +frame:8.87e+06 wall_t:4456 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.047 +2026-01-06 12:39:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2699.22 total_reward_ma:2379.39 loss:-0.00595 fps:1991 +frame:8.88e+06 wall_t:4460 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.146 +2026-01-06 12:40:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2717.18 total_reward_ma:2383.62 loss:-0.000821 fps:1991 +frame:8.89e+06 wall_t:4465 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.15 +2026-01-06 12:40:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2673.46 total_reward_ma:2387.66 loss:-0.009022 fps:1991 +frame:8.90e+06 wall_t:4469 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.075 +2026-01-06 12:40:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2665.82 total_reward_ma:2391.48 loss:-0.005215 fps:1992 +frame:8.91e+06 wall_t:4474 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:40:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2681.14 total_reward_ma:2395.69 loss:-0.005544 fps:1992 +frame:8.92e+06 wall_t:4478 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:40:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2623.40 total_reward_ma:2399.26 loss:0.00353 fps:1992 +frame:8.93e+06 wall_t:4483 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.064 +2026-01-06 12:40:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2623.46 total_reward_ma:2403.10 loss:0.000415 fps:1992 +frame:8.94e+06 wall_t:4487 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.113 +2026-01-06 12:40:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2610.26 total_reward_ma:2406.86 loss:-0.005616 fps:1992 +frame:8.95e+06 wall_t:4492 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.111 +2026-01-06 12:40:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2658.24 total_reward_ma:2411.36 loss:-0.005507 fps:1993 +frame:8.96e+06 wall_t:4496 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.112 +2026-01-06 12:40:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2687.54 total_reward_ma:2415.91 loss:0.005314 fps:1993 +frame:8.97e+06 wall_t:4500 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 12:40:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2657.36 total_reward_ma:2419.89 loss:0.007631 fps:1993 +frame:8.98e+06 wall_t:4505 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.087 +2026-01-06 12:40:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2642.44 total_reward_ma:2423.46 loss:-0.003782 fps:1994 +frame:8.99e+06 wall_t:4509 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.045 +2026-01-06 12:40:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2615.60 total_reward_ma:2427.43 loss:-0.003848 fps:1994 +frame:9.00e+06 wall_t:4514 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.075 +2026-01-06 12:40:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2614.70 total_reward_ma:2431.01 loss:-0.004935 fps:1994 +frame:9.01e+06 wall_t:4518 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.188 +2026-01-06 12:41:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2666.06 total_reward_ma:2435.30 loss:-0.003338 fps:1995 +frame:9.02e+06 wall_t:4522 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.092 +2026-01-06 12:41:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2682.94 total_reward_ma:2439.19 loss:0.003762 fps:1995 +frame:9.03e+06 wall_t:4527 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.106 +2026-01-06 12:41:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2744.46 total_reward_ma:2443.19 loss:-0.005989 fps:1995 +frame:9.04e+06 wall_t:4532 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.274 +2026-01-06 12:41:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2744.46 total_reward_ma:2446.54 loss:-0.008565 fps:1995 +frame:9.05e+06 wall_t:4536 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:41:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2659.00 total_reward_ma:2448.96 loss:-0.00122 fps:1996 +frame:9.06e+06 wall_t:4540 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.109 +2026-01-06 12:41:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2655.04 total_reward_ma:2451.37 loss:-0.004711 fps:1996 +frame:9.07e+06 wall_t:4545 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.17 +2026-01-06 12:41:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2658.16 total_reward_ma:2453.76 loss:-0.007169 fps:1996 +frame:9.08e+06 wall_t:4549 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.195 +2026-01-06 12:41:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2680.72 total_reward_ma:2456.54 loss:-0.01201 fps:1996 +frame:9.09e+06 wall_t:4554 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.097 +2026-01-06 12:41:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2692.08 total_reward_ma:2458.96 loss:-0.01164 fps:1996 +frame:9.10e+06 wall_t:4558 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.19 +2026-01-06 12:41:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2644.92 total_reward_ma:2460.87 loss:-0.004475 fps:1996 +frame:9.11e+06 wall_t:4563 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.194 +2026-01-06 12:41:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2574.32 total_reward_ma:2462.15 loss:-0.009352 fps:1996 +frame:9.12e+06 wall_t:4568 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.124 +2026-01-06 12:41:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2550.52 total_reward_ma:2463.40 loss:0.001044 fps:1997 +frame:9.13e+06 wall_t:4573 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.088 +2026-01-06 12:41:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2538.88 total_reward_ma:2464.43 loss:-0.008029 fps:1997 +frame:9.14e+06 wall_t:4577 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.133 +2026-01-06 12:41:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2550.72 total_reward_ma:2465.01 loss:0.001761 fps:1997 +frame:9.15e+06 wall_t:4582 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.205 +2026-01-06 12:42:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2548.92 total_reward_ma:2465.74 loss:-0.007372 fps:1997 +frame:9.16e+06 wall_t:4586 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:42:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2546.40 total_reward_ma:2466.18 loss:-0.0009767 fps:1997 +frame:9.17e+06 wall_t:4591 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.11 +2026-01-06 12:42:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2540.52 total_reward_ma:2466.56 loss:-0.009482 fps:1998 +frame:9.18e+06 wall_t:4595 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.134 +2026-01-06 12:42:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2542.76 total_reward_ma:2466.88 loss:-0.006115 fps:1998 +frame:9.19e+06 wall_t:4600 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.062 +2026-01-06 12:42:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2543.08 total_reward_ma:2467.13 loss:0.003879 fps:1998 +frame:9.20e+06 wall_t:4604 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.188 +2026-01-06 12:42:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2567.14 total_reward_ma:2467.38 loss:0.007024 fps:1998 +frame:9.21e+06 wall_t:4609 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.139 +2026-01-06 12:42:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2605.60 total_reward_ma:2468.20 loss:0.002197 fps:1999 +frame:9.22e+06 wall_t:4613 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 12:42:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2629.90 total_reward_ma:2469.54 loss:0.002426 fps:1999 +frame:9.23e+06 wall_t:4617 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.047 +2026-01-06 12:42:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2589.02 total_reward_ma:2470.48 loss:-0.006658 fps:1999 +frame:9.24e+06 wall_t:4622 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.251 +2026-01-06 12:42:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2589.02 total_reward_ma:2471.58 loss:-0.004439 fps:2000 +frame:9.25e+06 wall_t:4626 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.085 +2026-01-06 12:42:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2558.56 total_reward_ma:2472.92 loss:-0.005862 fps:2000 +frame:9.26e+06 wall_t:4630 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.092 +2026-01-06 12:42:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2574.16 total_reward_ma:2474.05 loss:-0.002252 fps:2000 +frame:9.27e+06 wall_t:4634 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.164 +2026-01-06 12:42:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2602.10 total_reward_ma:2475.33 loss:0.0004987 fps:2000 +frame:9.28e+06 wall_t:4639 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.208 +2026-01-06 12:43:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2602.10 total_reward_ma:2477.06 loss:-0.003343 fps:2000 +frame:9.29e+06 wall_t:4644 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.093 +2026-01-06 12:43:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2565.98 total_reward_ma:2478.69 loss:0.005889 fps:2000 +frame:9.30e+06 wall_t:4649 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.065 +2026-01-06 12:43:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2548.38 total_reward_ma:2480.47 loss:-0.001555 fps:2001 +frame:9.31e+06 wall_t:4653 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.214 +2026-01-06 12:43:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2578.62 total_reward_ma:2482.81 loss:9.199e-05 fps:2001 +frame:9.32e+06 wall_t:4658 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.084 +2026-01-06 12:43:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2573.10 total_reward_ma:2485.41 loss:0.004995 fps:2001 +frame:9.33e+06 wall_t:4662 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.118 +2026-01-06 12:43:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2573.62 total_reward_ma:2488.26 loss:0.001367 fps:2001 +frame:9.34e+06 wall_t:4667 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.195 +2026-01-06 12:43:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2623.50 total_reward_ma:2491.42 loss:-0.007081 fps:2001 +frame:9.35e+06 wall_t:4672 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.09 +2026-01-06 12:43:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2651.74 total_reward_ma:2494.98 loss:-0.002973 fps:2002 +frame:9.36e+06 wall_t:4676 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.211 +2026-01-06 12:43:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2604.30 total_reward_ma:2498.64 loss:0.01073 fps:2002 +frame:9.37e+06 wall_t:4681 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.237 +2026-01-06 12:43:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2631.84 total_reward_ma:2502.70 loss:-0.005881 fps:2002 +frame:9.38e+06 wall_t:4685 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.239 +2026-01-06 12:43:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2621.12 total_reward_ma:2506.70 loss:-0.002553 fps:2003 +frame:9.39e+06 wall_t:4689 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.168 +2026-01-06 12:43:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2621.72 total_reward_ma:2510.72 loss:-0.004873 fps:2003 +frame:9.40e+06 wall_t:4693 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.158 +2026-01-06 12:43:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2609.20 total_reward_ma:2515.21 loss:-0.003835 fps:2003 +frame:9.41e+06 wall_t:4697 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.198 +2026-01-06 12:44:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2591.88 total_reward_ma:2519.55 loss:-0.009682 fps:2003 +frame:9.42e+06 wall_t:4702 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.221 +2026-01-06 12:44:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2634.50 total_reward_ma:2524.05 loss:-0.005977 fps:2004 +frame:9.43e+06 wall_t:4706 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.301 +2026-01-06 12:44:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2605.06 total_reward_ma:2527.87 loss:-0.01047 fps:2004 +frame:9.44e+06 wall_t:4711 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 12:44:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2604.62 total_reward_ma:2531.95 loss:0.003871 fps:2004 +frame:9.45e+06 wall_t:4715 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.175 +2026-01-06 12:44:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2604.62 total_reward_ma:2535.83 loss:0.003987 fps:2004 +frame:9.46e+06 wall_t:4720 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.175 +2026-01-06 12:44:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2619.08 total_reward_ma:2539.94 loss:-0.0003103 fps:2004 +frame:9.47e+06 wall_t:4725 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.259 +2026-01-06 12:44:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2644.48 total_reward_ma:2544.33 loss:0.008918 fps:2005 +frame:9.48e+06 wall_t:4729 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.298 +2026-01-06 12:44:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2564.76 total_reward_ma:2547.49 loss:-0.007611 fps:2005 +frame:9.49e+06 wall_t:4734 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.155 +2026-01-06 12:44:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2595.46 total_reward_ma:2550.94 loss:-0.007823 fps:2005 +frame:9.50e+06 wall_t:4739 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.253 +2026-01-06 12:44:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2603.20 total_reward_ma:2554.53 loss:-0.0002653 fps:2005 +frame:9.51e+06 wall_t:4743 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:44:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2545.62 total_reward_ma:2557.36 loss:0.008116 fps:2005 +frame:9.52e+06 wall_t:4748 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.295 +2026-01-06 12:44:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2547.86 total_reward_ma:2560.44 loss:0.003199 fps:2005 +frame:9.53e+06 wall_t:4752 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.133 +2026-01-06 12:44:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2581.22 total_reward_ma:2563.99 loss:-0.008154 fps:2006 +frame:9.54e+06 wall_t:4756 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.259 +2026-01-06 12:44:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2577.06 total_reward_ma:2567.03 loss:0.005158 fps:2006 +frame:9.55e+06 wall_t:4761 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.227 +2026-01-06 12:45:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2626.50 total_reward_ma:2570.58 loss:-0.001593 fps:2006 +frame:9.56e+06 wall_t:4765 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.256 +2026-01-06 12:45:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2555.02 total_reward_ma:2573.66 loss:-0.002441 fps:2006 +frame:9.57e+06 wall_t:4770 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.221 +2026-01-06 12:45:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2585.90 total_reward_ma:2577.13 loss:0.003795 fps:2007 +frame:9.58e+06 wall_t:4774 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.24 +2026-01-06 12:45:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2589.46 total_reward_ma:2580.35 loss:-0.005697 fps:2007 +frame:9.59e+06 wall_t:4778 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.258 +2026-01-06 12:45:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2579.54 total_reward_ma:2583.74 loss:-0.009419 fps:2007 +frame:9.60e+06 wall_t:4783 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.29 +2026-01-06 12:45:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2554.46 total_reward_ma:2586.25 loss:-0.003737 fps:2008 +frame:9.61e+06 wall_t:4787 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.28 +2026-01-06 12:45:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2485.30 total_reward_ma:2588.08 loss:-0.003742 fps:2008 +frame:9.62e+06 wall_t:4792 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.334 +2026-01-06 12:45:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2449.34 total_reward_ma:2589.32 loss:0.004645 fps:2008 +frame:9.63e+06 wall_t:4796 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.274 +2026-01-06 12:45:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2484.50 total_reward_ma:2590.08 loss:-0.003729 fps:2008 +frame:9.64e+06 wall_t:4800 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.23 +2026-01-06 12:45:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2500.58 total_reward_ma:2590.85 loss:0.002904 fps:2009 +frame:9.65e+06 wall_t:4804 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.337 +2026-01-06 12:45:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2488.78 total_reward_ma:2591.10 loss:-0.001115 fps:2009 +frame:9.66e+06 wall_t:4809 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.292 +2026-01-06 12:45:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2503.04 total_reward_ma:2591.49 loss:0.0166 fps:2009 +frame:9.67e+06 wall_t:4813 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.221 +2026-01-06 12:45:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2569.90 total_reward_ma:2592.99 loss:-0.006337 fps:2009 +frame:9.68e+06 wall_t:4818 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.288 +2026-01-06 12:46:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2576.28 total_reward_ma:2594.14 loss:0.003942 fps:2009 +frame:9.69e+06 wall_t:4823 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.199 +2026-01-06 12:46:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2567.86 total_reward_ma:2595.07 loss:-0.003712 fps:2009 +frame:9.70e+06 wall_t:4828 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.287 +2026-01-06 12:46:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2523.64 total_reward_ma:2595.30 loss:-0.0006155 fps:2009 +frame:9.71e+06 wall_t:4833 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.221 +2026-01-06 12:46:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2527.80 total_reward_ma:2595.63 loss:-0.007076 fps:2010 +frame:9.72e+06 wall_t:4837 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.395 +2026-01-06 12:46:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2535.96 total_reward_ma:2595.92 loss:-0.003242 fps:2010 +frame:9.73e+06 wall_t:4841 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.251 +2026-01-06 12:46:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2564.66 total_reward_ma:2596.50 loss:-0.00076 fps:2010 +frame:9.74e+06 wall_t:4846 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.317 +2026-01-06 12:46:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2510.44 total_reward_ma:2596.61 loss:0.006762 fps:2010 +frame:9.75e+06 wall_t:4851 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.205 +2026-01-06 12:46:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2525.60 total_reward_ma:2596.83 loss:0.00395 fps:2010 +frame:9.76e+06 wall_t:4856 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.274 +2026-01-06 12:46:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2500.06 total_reward_ma:2597.05 loss:0.005469 fps:2010 +frame:9.77e+06 wall_t:4861 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.224 +2026-01-06 12:46:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2481.30 total_reward_ma:2596.24 loss:-9.474e-05 fps:2010 +frame:9.78e+06 wall_t:4865 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.241 +2026-01-06 12:46:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2477.20 total_reward_ma:2595.40 loss:0.006921 fps:2010 +frame:9.79e+06 wall_t:4870 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.179 +2026-01-06 12:46:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2491.16 total_reward_ma:2594.57 loss:0.0002203 fps:2011 +frame:9.80e+06 wall_t:4874 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.379 +2026-01-06 12:46:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2541.48 total_reward_ma:2594.45 loss:0.004127 fps:2011 +frame:9.81e+06 wall_t:4879 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.266 +2026-01-06 12:47:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2521.72 total_reward_ma:2594.21 loss:0.001701 fps:2011 +frame:9.82e+06 wall_t:4884 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.186 +2026-01-06 12:47:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2584.68 total_reward_ma:2594.10 loss:-0.002755 fps:2011 +frame:9.83e+06 wall_t:4889 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.271 +2026-01-06 12:47:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2569.26 total_reward_ma:2593.49 loss:-0.006041 fps:2011 +frame:9.84e+06 wall_t:4893 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.235 +2026-01-06 12:47:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2520.26 total_reward_ma:2591.64 loss:0.009648 fps:2011 +frame:9.85e+06 wall_t:4898 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.236 +2026-01-06 12:47:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2589.36 total_reward_ma:2590.61 loss:0.001026 fps:2011 +frame:9.86e+06 wall_t:4903 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.303 +2026-01-06 12:47:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2579.24 total_reward_ma:2589.34 loss:0.01223 fps:2011 +frame:9.87e+06 wall_t:4908 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.18 +2026-01-06 12:47:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2593.64 total_reward_ma:2588.29 loss:0.002919 fps:2011 +frame:9.88e+06 wall_t:4912 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.309 +2026-01-06 12:47:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2588.84 total_reward_ma:2587.00 loss:-0.003826 fps:2011 +frame:9.89e+06 wall_t:4917 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.371 +2026-01-06 12:47:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2562.00 total_reward_ma:2585.89 loss:0.0008629 fps:2011 +frame:9.90e+06 wall_t:4922 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.305 +2026-01-06 12:47:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2651.92 total_reward_ma:2585.75 loss:0.004159 fps:2012 +frame:9.91e+06 wall_t:4926 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.359 +2026-01-06 12:47:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2664.64 total_reward_ma:2585.58 loss:0.005573 fps:2012 +frame:9.92e+06 wall_t:4930 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.24 +2026-01-06 12:47:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2639.76 total_reward_ma:2585.75 loss:0.02574 fps:2012 +frame:9.93e+06 wall_t:4935 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.221 +2026-01-06 12:47:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2685.90 total_reward_ma:2586.37 loss:0.005105 fps:2013 +frame:9.94e+06 wall_t:4939 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.399 +2026-01-06 12:48:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2676.00 total_reward_ma:2587.03 loss:0.00602 fps:2013 +frame:9.95e+06 wall_t:4943 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.206 +2026-01-06 12:48:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2684.94 total_reward_ma:2587.30 loss:0.009473 fps:2013 +frame:9.96e+06 wall_t:4947 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.284 +2026-01-06 12:48:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2665.04 total_reward_ma:2587.07 loss:0.004698 fps:2014 +frame:9.97e+06 wall_t:4950 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.244 +2026-01-06 12:48:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2684.44 total_reward_ma:2587.34 loss:0.01104 fps:2015 +frame:9.98e+06 wall_t:4954 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.244 +2026-01-06 12:48:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2716.94 total_reward_ma:2588.09 loss:0.01182 fps:2015 +frame:9.99e+06 wall_t:4957 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.29 +2026-01-06 12:48:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_beamrider_t0_s2 [train] +total_reward:2745.68 total_reward_ma:2589.39 loss:0.009569 fps:2016 +frame:1.00e+07 wall_t:4961 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.281 +2026-01-06 12:48:19 | INFO | PID:1372 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s3.log b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..d6a1f3d44ae47d388303f4fce40f4509134c3797 --- /dev/null +++ b/data/ppo_atari_beamrider_2026_01_06_112533/log/ppo_atari_beamrider_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-06 11:25:35 | INFO | PID:1373 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 11:26:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:143.00 total_reward_ma:143.00 loss:-0.02839 fps:294.1 +frame:1.00e+04 wall_t:34 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.18 +2026-01-06 11:26:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:259.11 total_reward_ma:201.06 loss:-0.02983 fps:512.8 +frame:2.00e+04 wall_t:39 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.163 +2026-01-06 11:26:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:330.00 total_reward_ma:244.04 loss:-0.03015 fps:666.7 +frame:3.00e+04 wall_t:45 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.145 +2026-01-06 11:26:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:320.83 total_reward_ma:263.24 loss:-0.02835 fps:784.3 +frame:4.00e+04 wall_t:51 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.122 +2026-01-06 11:26:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:339.23 total_reward_ma:278.43 loss:-0.02974 fps:892.9 +frame:5.00e+04 wall_t:56 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.078 +2026-01-06 11:26:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:341.58 total_reward_ma:288.96 loss:-0.03377 fps:983.6 +frame:6.00e+04 wall_t:61 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.035 +2026-01-06 11:26:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:352.00 total_reward_ma:297.96 loss:-0.03054 fps:1045 +frame:7.00e+04 wall_t:67 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.058 +2026-01-06 11:26:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:339.06 total_reward_ma:303.10 loss:-0.02847 fps:1111 +frame:8.00e+04 wall_t:72 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.06 +2026-01-06 11:26:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:345.24 total_reward_ma:307.78 loss:-0.02947 fps:1169 +frame:9.00e+04 wall_t:77 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.037 +2026-01-06 11:27:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:374.06 total_reward_ma:314.41 loss:-0.02721 fps:1205 +frame:1.00e+05 wall_t:83 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.058 +2026-01-06 11:27:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:365.55 total_reward_ma:319.06 loss:-0.02907 fps:1250 +frame:1.10e+05 wall_t:88 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.053 +2026-01-06 11:27:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:370.83 total_reward_ma:323.37 loss:-0.03518 fps:1290 +frame:1.20e+05 wall_t:93 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.063 +2026-01-06 11:27:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:376.76 total_reward_ma:327.48 loss:-0.03331 fps:1313 +frame:1.30e+05 wall_t:99 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.062 +2026-01-06 11:27:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:377.25 total_reward_ma:331.04 loss:-0.02961 fps:1346 +frame:1.40e+05 wall_t:104 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.052 +2026-01-06 11:27:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:377.56 total_reward_ma:334.14 loss:-0.02749 fps:1376 +frame:1.50e+05 wall_t:109 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.034 +2026-01-06 11:27:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:387.68 total_reward_ma:337.48 loss:-0.03566 fps:1391 +frame:1.60e+05 wall_t:115 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.046 +2026-01-06 11:27:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:393.84 total_reward_ma:340.80 loss:-0.02954 fps:1405 +frame:1.70e+05 wall_t:121 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.027 +2026-01-06 11:27:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:393.40 total_reward_ma:343.72 loss:-0.0314 fps:1429 +frame:1.80e+05 wall_t:126 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.991 +2026-01-06 11:27:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:393.88 total_reward_ma:346.36 loss:-0.03581 fps:1450 +frame:1.90e+05 wall_t:131 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.996 +2026-01-06 11:27:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:404.00 total_reward_ma:349.24 loss:-0.0316 fps:1460 +frame:2.00e+05 wall_t:137 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.002 +2026-01-06 11:27:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:406.64 total_reward_ma:351.98 loss:-0.02983 fps:1479 +frame:2.10e+05 wall_t:142 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.034 +2026-01-06 11:28:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:408.36 total_reward_ma:354.54 loss:-0.03401 fps:1497 +frame:2.20e+05 wall_t:147 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.98 +2026-01-06 11:28:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:400.88 total_reward_ma:356.55 loss:-0.02536 fps:1503 +frame:2.30e+05 wall_t:153 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.99 +2026-01-06 11:28:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:397.80 total_reward_ma:358.27 loss:-0.03242 fps:1509 +frame:2.40e+05 wall_t:159 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.951 +2026-01-06 11:28:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:401.32 total_reward_ma:359.99 loss:-0.03101 fps:1524 +frame:2.50e+05 wall_t:164 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.963 +2026-01-06 11:28:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:399.12 total_reward_ma:361.50 loss:-0.03523 fps:1538 +frame:2.60e+05 wall_t:169 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.938 +2026-01-06 11:28:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:400.88 total_reward_ma:362.96 loss:-0.02861 fps:1543 +frame:2.70e+05 wall_t:175 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.921 +2026-01-06 11:28:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:416.24 total_reward_ma:364.86 loss:-0.03664 fps:1547 +frame:2.80e+05 wall_t:181 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.966 +2026-01-06 11:28:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:425.04 total_reward_ma:366.94 loss:-0.02977 fps:1559 +frame:2.90e+05 wall_t:186 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.878 +2026-01-06 11:28:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:425.48 total_reward_ma:368.89 loss:-0.03132 fps:1562 +frame:3.00e+05 wall_t:192 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.855 +2026-01-06 11:28:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:433.00 total_reward_ma:370.96 loss:-0.03134 fps:1574 +frame:3.10e+05 wall_t:197 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.83 +2026-01-06 11:29:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:430.80 total_reward_ma:372.83 loss:-0.03244 fps:1576 +frame:3.20e+05 wall_t:203 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.874 +2026-01-06 11:29:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:439.24 total_reward_ma:374.84 loss:-0.03001 fps:1579 +frame:3.30e+05 wall_t:209 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.896 +2026-01-06 11:29:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:429.52 total_reward_ma:376.45 loss:-0.03188 fps:1574 +frame:3.40e+05 wall_t:216 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.84 +2026-01-06 11:29:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:426.88 total_reward_ma:377.89 loss:-0.02935 fps:1584 +frame:3.50e+05 wall_t:221 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.856 +2026-01-06 11:29:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:433.48 total_reward_ma:379.43 loss:-0.036 fps:1593 +frame:3.60e+05 wall_t:226 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.918 +2026-01-06 11:29:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:442.40 total_reward_ma:381.13 loss:-0.02853 fps:1602 +frame:3.70e+05 wall_t:231 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.844 +2026-01-06 11:29:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:450.08 total_reward_ma:382.95 loss:-0.03034 fps:1597 +frame:3.80e+05 wall_t:238 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.859 +2026-01-06 11:29:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:456.68 total_reward_ma:384.84 loss:-0.02452 fps:1605 +frame:3.90e+05 wall_t:243 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.805 +2026-01-06 11:29:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:456.24 total_reward_ma:386.62 loss:-0.03061 fps:1606 +frame:4.00e+05 wall_t:249 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.85 +2026-01-06 11:29:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:456.68 total_reward_ma:388.33 loss:-0.02928 fps:1608 +frame:4.10e+05 wall_t:255 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.903 +2026-01-06 11:29:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:457.36 total_reward_ma:389.98 loss:-0.0306 fps:1615 +frame:4.20e+05 wall_t:260 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.885 +2026-01-06 11:30:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:443.72 total_reward_ma:391.23 loss:-0.02904 fps:1623 +frame:4.30e+05 wall_t:265 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.819 +2026-01-06 11:30:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:450.32 total_reward_ma:392.57 loss:-0.02891 fps:1624 +frame:4.40e+05 wall_t:271 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.817 +2026-01-06 11:30:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:453.84 total_reward_ma:393.93 loss:-0.0308 fps:1625 +frame:4.50e+05 wall_t:277 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.725 +2026-01-06 11:30:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:463.28 total_reward_ma:395.44 loss:-0.034 fps:1625 +frame:4.60e+05 wall_t:283 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.752 +2026-01-06 11:30:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:467.60 total_reward_ma:396.97 loss:-0.02467 fps:1632 +frame:4.70e+05 wall_t:288 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.716 +2026-01-06 11:30:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:467.60 total_reward_ma:398.44 loss:-0.01864 fps:1633 +frame:4.80e+05 wall_t:294 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.67 +2026-01-06 11:30:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:485.40 total_reward_ma:400.22 loss:-0.02954 fps:1639 +frame:4.90e+05 wall_t:299 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.672 +2026-01-06 11:30:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:489.36 total_reward_ma:402.00 loss:-0.02678 fps:1639 +frame:5.00e+05 wall_t:305 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.603 +2026-01-06 11:30:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:488.04 total_reward_ma:403.69 loss:-0.02273 fps:1640 +frame:5.10e+05 wall_t:311 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.552 +2026-01-06 11:30:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:501.12 total_reward_ma:405.56 loss:-0.02738 fps:1640 +frame:5.20e+05 wall_t:317 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.7 +2026-01-06 11:31:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:506.84 total_reward_ma:407.47 loss:-0.02896 fps:1646 +frame:5.30e+05 wall_t:322 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.714 +2026-01-06 11:31:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:509.48 total_reward_ma:409.36 loss:-0.02787 fps:1646 +frame:5.40e+05 wall_t:328 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.728 +2026-01-06 11:31:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:510.80 total_reward_ma:411.21 loss:-0.02581 fps:1647 +frame:5.50e+05 wall_t:334 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.721 +2026-01-06 11:31:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:505.04 total_reward_ma:412.88 loss:-0.02778 fps:1647 +frame:5.60e+05 wall_t:340 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.692 +2026-01-06 11:31:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:510.16 total_reward_ma:414.59 loss:-0.02862 fps:1652 +frame:5.70e+05 wall_t:345 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.707 +2026-01-06 11:31:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:518.24 total_reward_ma:416.38 loss:-0.02898 fps:1652 +frame:5.80e+05 wall_t:351 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.648 +2026-01-06 11:31:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:524.92 total_reward_ma:418.22 loss:-0.02762 fps:1657 +frame:5.90e+05 wall_t:356 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.658 +2026-01-06 11:31:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:520.28 total_reward_ma:419.92 loss:-0.03217 fps:1662 +frame:6.00e+05 wall_t:361 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.675 +2026-01-06 11:31:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:524.68 total_reward_ma:421.63 loss:-0.02859 fps:1662 +frame:6.10e+05 wall_t:367 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.742 +2026-01-06 11:31:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:519.40 total_reward_ma:423.21 loss:-0.02966 fps:1662 +frame:6.20e+05 wall_t:373 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.66 +2026-01-06 11:31:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:521.60 total_reward_ma:424.77 loss:-0.02625 fps:1667 +frame:6.30e+05 wall_t:378 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.754 +2026-01-06 11:32:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:512.36 total_reward_ma:426.14 loss:-0.0274 fps:1667 +frame:6.40e+05 wall_t:384 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.693 +2026-01-06 11:32:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:513.12 total_reward_ma:427.48 loss:-0.0309 fps:1667 +frame:6.50e+05 wall_t:390 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.733 +2026-01-06 11:32:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:511.36 total_reward_ma:428.75 loss:-0.02155 fps:1667 +frame:6.60e+05 wall_t:396 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.678 +2026-01-06 11:32:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:503.40 total_reward_ma:429.86 loss:-0.02444 fps:1671 +frame:6.70e+05 wall_t:401 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.665 +2026-01-06 11:32:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:504.76 total_reward_ma:430.97 loss:-0.0302 fps:1675 +frame:6.80e+05 wall_t:406 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.742 +2026-01-06 11:32:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:506.68 total_reward_ma:432.06 loss:-0.03114 fps:1679 +frame:6.90e+05 wall_t:411 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.753 +2026-01-06 11:32:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:503.60 total_reward_ma:433.09 loss:-0.03355 fps:1679 +frame:7.00e+05 wall_t:417 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.867 +2026-01-06 11:32:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:506.68 total_reward_ma:434.12 loss:-0.02784 fps:1678 +frame:7.10e+05 wall_t:423 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.79 +2026-01-06 11:32:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:516.76 total_reward_ma:435.27 loss:-0.03285 fps:1678 +frame:7.20e+05 wall_t:429 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.838 +2026-01-06 11:32:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:511.76 total_reward_ma:436.32 loss:-0.0289 fps:1678 +frame:7.30e+05 wall_t:435 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.756 +2026-01-06 11:32:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:503.76 total_reward_ma:437.23 loss:-0.03167 fps:1682 +frame:7.40e+05 wall_t:440 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.761 +2026-01-06 11:33:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:505.16 total_reward_ma:438.13 loss:-0.03358 fps:1682 +frame:7.50e+05 wall_t:446 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.788 +2026-01-06 11:33:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:508.52 total_reward_ma:439.06 loss:-0.02887 fps:1681 +frame:7.60e+05 wall_t:452 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.822 +2026-01-06 11:33:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:514.48 total_reward_ma:440.04 loss:-0.0362 fps:1685 +frame:7.70e+05 wall_t:457 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.82 +2026-01-06 11:33:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:500.64 total_reward_ma:440.82 loss:-0.02583 fps:1688 +frame:7.80e+05 wall_t:462 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.732 +2026-01-06 11:33:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:501.08 total_reward_ma:441.58 loss:-0.03039 fps:1688 +frame:7.90e+05 wall_t:468 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.789 +2026-01-06 11:33:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:500.20 total_reward_ma:442.31 loss:-0.02916 fps:1691 +frame:8.00e+05 wall_t:473 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.732 +2026-01-06 11:33:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:498.92 total_reward_ma:443.01 loss:-0.02896 fps:1691 +frame:8.10e+05 wall_t:479 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.787 +2026-01-06 11:33:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:499.68 total_reward_ma:443.70 loss:-0.02731 fps:1694 +frame:8.20e+05 wall_t:484 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.737 +2026-01-06 11:33:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:503.28 total_reward_ma:444.42 loss:-0.02847 fps:1694 +frame:8.30e+05 wall_t:490 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.718 +2026-01-06 11:33:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:499.60 total_reward_ma:445.08 loss:-0.03314 fps:1697 +frame:8.40e+05 wall_t:495 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.755 +2026-01-06 11:33:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:503.76 total_reward_ma:445.77 loss:-0.03017 fps:1697 +frame:8.50e+05 wall_t:501 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.796 +2026-01-06 11:34:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:506.84 total_reward_ma:446.48 loss:-0.03511 fps:1700 +frame:8.60e+05 wall_t:506 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.852 +2026-01-06 11:34:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:500.28 total_reward_ma:447.10 loss:-0.02655 fps:1703 +frame:8.70e+05 wall_t:511 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.735 +2026-01-06 11:34:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:503.60 total_reward_ma:447.74 loss:-0.02401 fps:1705 +frame:8.80e+05 wall_t:516 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.779 +2026-01-06 11:34:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:515.92 total_reward_ma:448.50 loss:-0.03043 fps:1705 +frame:8.90e+05 wall_t:522 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.821 +2026-01-06 11:34:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:507.88 total_reward_ma:449.16 loss:-0.02837 fps:1705 +frame:9.00e+05 wall_t:528 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.77 +2026-01-06 11:34:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:502.20 total_reward_ma:449.75 loss:-0.03217 fps:1707 +frame:9.10e+05 wall_t:533 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.854 +2026-01-06 11:34:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:504.24 total_reward_ma:450.34 loss:-0.02939 fps:1710 +frame:9.20e+05 wall_t:538 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.799 +2026-01-06 11:34:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:510.52 total_reward_ma:450.99 loss:-0.03014 fps:1710 +frame:9.30e+05 wall_t:544 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.777 +2026-01-06 11:34:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:517.32 total_reward_ma:451.69 loss:-0.03422 fps:1712 +frame:9.40e+05 wall_t:549 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.83 +2026-01-06 11:34:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:526.76 total_reward_ma:452.48 loss:-0.03463 fps:1712 +frame:9.50e+05 wall_t:555 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.838 +2026-01-06 11:34:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:528.08 total_reward_ma:453.27 loss:-0.02478 fps:1711 +frame:9.60e+05 wall_t:561 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.848 +2026-01-06 11:35:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:514.96 total_reward_ma:453.91 loss:-0.03277 fps:1714 +frame:9.70e+05 wall_t:566 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.829 +2026-01-06 11:35:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:523.88 total_reward_ma:454.62 loss:-0.02885 fps:1716 +frame:9.80e+05 wall_t:571 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.815 +2026-01-06 11:35:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:515.36 total_reward_ma:455.23 loss:-0.03003 fps:1716 +frame:9.90e+05 wall_t:577 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.779 +2026-01-06 11:35:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:518.04 total_reward_ma:455.86 loss:-0.03205 fps:1715 +frame:1.00e+06 wall_t:583 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.872 +2026-01-06 11:35:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:512.84 total_reward_ma:459.56 loss:-0.03019 fps:1715 +frame:1.01e+06 wall_t:589 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.82 +2026-01-06 11:35:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:511.00 total_reward_ma:462.08 loss:-0.02718 fps:1717 +frame:1.02e+06 wall_t:594 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.752 +2026-01-06 11:35:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:517.76 total_reward_ma:463.96 loss:-0.03225 fps:1720 +frame:1.03e+06 wall_t:599 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.796 +2026-01-06 11:35:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:513.72 total_reward_ma:465.89 loss:-0.02916 fps:1719 +frame:1.04e+06 wall_t:605 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.717 +2026-01-06 11:35:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:512.20 total_reward_ma:467.61 loss:-0.03558 fps:1721 +frame:1.05e+06 wall_t:610 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.795 +2026-01-06 11:35:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:508.68 total_reward_ma:469.29 loss:-0.03177 fps:1721 +frame:1.06e+06 wall_t:616 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.748 +2026-01-06 11:35:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:499.28 total_reward_ma:470.76 loss:-0.0347 fps:1723 +frame:1.07e+06 wall_t:621 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.778 +2026-01-06 11:36:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:503.32 total_reward_ma:472.40 loss:-0.02381 fps:1722 +frame:1.08e+06 wall_t:627 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.74 +2026-01-06 11:36:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:499.72 total_reward_ma:473.95 loss:-0.03349 fps:1722 +frame:1.09e+06 wall_t:633 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.786 +2026-01-06 11:36:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:498.36 total_reward_ma:475.19 loss:-0.03163 fps:1721 +frame:1.10e+06 wall_t:639 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.742 +2026-01-06 11:36:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:497.56 total_reward_ma:476.51 loss:-0.03095 fps:1726 +frame:1.11e+06 wall_t:643 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.727 +2026-01-06 11:36:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:493.84 total_reward_ma:477.74 loss:-0.03203 fps:1726 +frame:1.12e+06 wall_t:649 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.76 +2026-01-06 11:36:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:505.04 total_reward_ma:479.02 loss:-0.03485 fps:1725 +frame:1.13e+06 wall_t:655 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.749 +2026-01-06 11:36:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:503.60 total_reward_ma:480.29 loss:-0.03091 fps:1727 +frame:1.14e+06 wall_t:660 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.724 +2026-01-06 11:36:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:500.00 total_reward_ma:481.51 loss:-0.02866 fps:1727 +frame:1.15e+06 wall_t:666 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.784 +2026-01-06 11:36:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:487.08 total_reward_ma:482.50 loss:-0.02787 fps:1726 +frame:1.16e+06 wall_t:672 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.759 +2026-01-06 11:36:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:489.52 total_reward_ma:483.46 loss:-0.03655 fps:1728 +frame:1.17e+06 wall_t:677 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.81 +2026-01-06 11:37:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:492.32 total_reward_ma:484.45 loss:-0.03391 fps:1730 +frame:1.18e+06 wall_t:682 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.81 +2026-01-06 11:37:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:487.04 total_reward_ma:485.38 loss:-0.03407 fps:1730 +frame:1.19e+06 wall_t:688 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.709 +2026-01-06 11:37:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:497.76 total_reward_ma:486.32 loss:-0.03336 fps:1732 +frame:1.20e+06 wall_t:693 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.854 +2026-01-06 11:37:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:488.88 total_reward_ma:487.14 loss:-0.03377 fps:1734 +frame:1.21e+06 wall_t:698 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.792 +2026-01-06 11:37:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:487.04 total_reward_ma:487.93 loss:-0.03495 fps:1733 +frame:1.22e+06 wall_t:704 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.829 +2026-01-06 11:37:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:478.56 total_reward_ma:488.71 loss:-0.0287 fps:1732 +frame:1.23e+06 wall_t:710 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.71 +2026-01-06 11:37:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:471.04 total_reward_ma:489.44 loss:-0.03823 fps:1734 +frame:1.24e+06 wall_t:715 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.796 +2026-01-06 11:37:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:483.56 total_reward_ma:490.26 loss:-0.02824 fps:1734 +frame:1.25e+06 wall_t:721 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.82 +2026-01-06 11:37:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:471.56 total_reward_ma:490.98 loss:-0.03567 fps:1733 +frame:1.26e+06 wall_t:727 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.777 +2026-01-06 11:37:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:463.24 total_reward_ma:491.61 loss:-0.03272 fps:1733 +frame:1.27e+06 wall_t:733 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.777 +2026-01-06 11:37:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:461.48 total_reward_ma:492.06 loss:-0.03633 fps:1732 +frame:1.28e+06 wall_t:739 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.74 +2026-01-06 11:38:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:465.48 total_reward_ma:492.46 loss:-0.03465 fps:1734 +frame:1.29e+06 wall_t:744 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.803 +2026-01-06 11:38:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:455.40 total_reward_ma:492.76 loss:-0.0354 fps:1733 +frame:1.30e+06 wall_t:750 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.728 +2026-01-06 11:38:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:450.84 total_reward_ma:492.94 loss:-0.034 fps:1735 +frame:1.31e+06 wall_t:755 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.8 +2026-01-06 11:38:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:444.24 total_reward_ma:493.08 loss:-0.03159 fps:1735 +frame:1.32e+06 wall_t:761 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.778 +2026-01-06 11:38:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:440.56 total_reward_ma:493.09 loss:-0.03321 fps:1734 +frame:1.33e+06 wall_t:767 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.742 +2026-01-06 11:38:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:445.40 total_reward_ma:493.25 loss:-0.03228 fps:1734 +frame:1.34e+06 wall_t:773 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.729 +2026-01-06 11:38:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:454.92 total_reward_ma:493.53 loss:-0.0364 fps:1735 +frame:1.35e+06 wall_t:778 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.777 +2026-01-06 11:38:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:458.00 total_reward_ma:493.77 loss:-0.03051 fps:1735 +frame:1.36e+06 wall_t:784 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.807 +2026-01-06 11:38:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:463.04 total_reward_ma:493.98 loss:-0.03596 fps:1736 +frame:1.37e+06 wall_t:789 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.832 +2026-01-06 11:38:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:479.28 total_reward_ma:494.27 loss:-0.02954 fps:1736 +frame:1.38e+06 wall_t:795 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.794 +2026-01-06 11:38:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:479.40 total_reward_ma:494.50 loss:-0.03447 fps:1738 +frame:1.39e+06 wall_t:800 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.802 +2026-01-06 11:39:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:494.92 total_reward_ma:494.89 loss:-0.03391 fps:1739 +frame:1.40e+06 wall_t:805 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.758 +2026-01-06 11:39:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:496.68 total_reward_ma:495.29 loss:-0.03618 fps:1739 +frame:1.41e+06 wall_t:811 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.79 +2026-01-06 11:39:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:498.88 total_reward_ma:495.70 loss:-0.03813 fps:1740 +frame:1.42e+06 wall_t:816 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.759 +2026-01-06 11:39:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:505.00 total_reward_ma:496.31 loss:-0.03451 fps:1740 +frame:1.43e+06 wall_t:822 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.767 +2026-01-06 11:39:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:507.28 total_reward_ma:496.88 loss:-0.0313 fps:1741 +frame:1.44e+06 wall_t:827 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.771 +2026-01-06 11:39:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:519.72 total_reward_ma:497.54 loss:-0.03022 fps:1741 +frame:1.45e+06 wall_t:833 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.732 +2026-01-06 11:39:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:519.56 total_reward_ma:498.11 loss:-0.03279 fps:1742 +frame:1.46e+06 wall_t:838 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.769 +2026-01-06 11:39:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:525.36 total_reward_ma:498.68 loss:-0.0309 fps:1742 +frame:1.47e+06 wall_t:844 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.763 +2026-01-06 11:39:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:534.16 total_reward_ma:499.35 loss:-0.03031 fps:1741 +frame:1.48e+06 wall_t:850 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.704 +2026-01-06 11:39:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:540.32 total_reward_ma:499.90 loss:-0.03102 fps:1741 +frame:1.49e+06 wall_t:856 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.731 +2026-01-06 11:39:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:542.12 total_reward_ma:500.43 loss:-0.02927 fps:1740 +frame:1.50e+06 wall_t:862 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.757 +2026-01-06 11:40:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:538.20 total_reward_ma:500.93 loss:-0.0272 fps:1740 +frame:1.51e+06 wall_t:868 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.726 +2026-01-06 11:40:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:540.92 total_reward_ma:501.33 loss:-0.03607 fps:1741 +frame:1.52e+06 wall_t:873 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.722 +2026-01-06 11:40:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:534.44 total_reward_ma:501.60 loss:-0.03197 fps:1739 +frame:1.53e+06 wall_t:880 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.718 +2026-01-06 11:40:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:514.92 total_reward_ma:501.66 loss:-0.03032 fps:1740 +frame:1.54e+06 wall_t:885 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.669 +2026-01-06 11:40:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:517.12 total_reward_ma:501.72 loss:-0.03233 fps:1740 +frame:1.55e+06 wall_t:891 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.775 +2026-01-06 11:40:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:527.24 total_reward_ma:501.94 loss:-0.03433 fps:1741 +frame:1.56e+06 wall_t:896 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.707 +2026-01-06 11:40:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:530.36 total_reward_ma:502.14 loss:-0.03576 fps:1741 +frame:1.57e+06 wall_t:902 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.684 +2026-01-06 11:40:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:535.20 total_reward_ma:502.31 loss:-0.02926 fps:1740 +frame:1.58e+06 wall_t:908 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.715 +2026-01-06 11:40:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:532.44 total_reward_ma:502.39 loss:-0.03295 fps:1740 +frame:1.59e+06 wall_t:914 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.761 +2026-01-06 11:40:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:526.00 total_reward_ma:502.45 loss:-0.03128 fps:1741 +frame:1.60e+06 wall_t:919 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.766 +2026-01-06 11:41:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:528.12 total_reward_ma:502.48 loss:-0.03039 fps:1741 +frame:1.61e+06 wall_t:925 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.747 +2026-01-06 11:41:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:535.96 total_reward_ma:502.65 loss:-0.03085 fps:1740 +frame:1.62e+06 wall_t:931 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.761 +2026-01-06 11:41:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:543.84 total_reward_ma:502.87 loss:-0.03564 fps:1743 +frame:1.63e+06 wall_t:935 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.813 +2026-01-06 11:41:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:545.60 total_reward_ma:503.20 loss:-0.02523 fps:1743 +frame:1.64e+06 wall_t:941 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.752 +2026-01-06 11:41:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:553.40 total_reward_ma:503.60 loss:-0.03228 fps:1742 +frame:1.65e+06 wall_t:947 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.713 +2026-01-06 11:41:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:543.84 total_reward_ma:503.93 loss:-0.03362 fps:1740 +frame:1.66e+06 wall_t:954 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.753 +2026-01-06 11:41:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:544.28 total_reward_ma:504.34 loss:-0.03644 fps:1740 +frame:1.67e+06 wall_t:960 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.75 +2026-01-06 11:41:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:543.80 total_reward_ma:504.73 loss:-0.03514 fps:1741 +frame:1.68e+06 wall_t:965 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.766 +2026-01-06 11:41:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:546.52 total_reward_ma:505.13 loss:-0.03205 fps:1740 +frame:1.69e+06 wall_t:971 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.66 +2026-01-06 11:41:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:547.84 total_reward_ma:505.57 loss:-0.03889 fps:1742 +frame:1.70e+06 wall_t:976 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.744 +2026-01-06 11:41:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:555.28 total_reward_ma:506.05 loss:-0.03235 fps:1743 +frame:1.71e+06 wall_t:981 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.683 +2026-01-06 11:42:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:560.20 total_reward_ma:506.49 loss:-0.03273 fps:1743 +frame:1.72e+06 wall_t:987 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.745 +2026-01-06 11:42:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:564.16 total_reward_ma:507.01 loss:-0.0344 fps:1744 +frame:1.73e+06 wall_t:992 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.718 +2026-01-06 11:42:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:570.92 total_reward_ma:507.68 loss:-0.02874 fps:1743 +frame:1.74e+06 wall_t:998 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.712 +2026-01-06 11:42:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:571.44 total_reward_ma:508.35 loss:-0.03267 fps:1745 +frame:1.75e+06 wall_t:1003 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.716 +2026-01-06 11:42:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:568.28 total_reward_ma:508.94 loss:-0.02774 fps:1746 +frame:1.76e+06 wall_t:1008 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.713 +2026-01-06 11:42:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:566.20 total_reward_ma:509.46 loss:-0.03219 fps:1746 +frame:1.77e+06 wall_t:1014 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.732 +2026-01-06 11:42:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:567.52 total_reward_ma:510.13 loss:-0.03119 fps:1745 +frame:1.78e+06 wall_t:1020 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.791 +2026-01-06 11:42:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:565.88 total_reward_ma:510.78 loss:-0.03098 fps:1746 +frame:1.79e+06 wall_t:1025 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.772 +2026-01-06 11:42:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:570.88 total_reward_ma:511.48 loss:-0.03213 fps:1748 +frame:1.80e+06 wall_t:1030 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.764 +2026-01-06 11:42:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:580.64 total_reward_ma:512.30 loss:-0.02993 fps:1747 +frame:1.81e+06 wall_t:1036 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.654 +2026-01-06 11:43:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:584.40 total_reward_ma:513.15 loss:-0.02921 fps:1745 +frame:1.82e+06 wall_t:1043 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.709 +2026-01-06 11:43:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:580.04 total_reward_ma:513.92 loss:-0.03032 fps:1746 +frame:1.83e+06 wall_t:1048 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.718 +2026-01-06 11:43:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:575.64 total_reward_ma:514.68 loss:-0.02565 fps:1746 +frame:1.84e+06 wall_t:1054 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.652 +2026-01-06 11:43:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:564.20 total_reward_ma:515.28 loss:-0.03136 fps:1745 +frame:1.85e+06 wall_t:1060 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.69 +2026-01-06 11:43:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:563.84 total_reward_ma:515.85 loss:-0.03005 fps:1745 +frame:1.86e+06 wall_t:1066 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.703 +2026-01-06 11:43:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:559.12 total_reward_ma:516.44 loss:-0.03359 fps:1746 +frame:1.87e+06 wall_t:1071 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.642 +2026-01-06 11:43:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:563.56 total_reward_ma:517.04 loss:-0.03172 fps:1747 +frame:1.88e+06 wall_t:1076 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.667 +2026-01-06 11:43:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:566.48 total_reward_ma:517.55 loss:-0.02195 fps:1747 +frame:1.89e+06 wall_t:1082 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.634 +2026-01-06 11:43:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:556.04 total_reward_ma:518.03 loss:-0.03027 fps:1746 +frame:1.90e+06 wall_t:1088 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.682 +2026-01-06 11:43:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:551.20 total_reward_ma:518.52 loss:-0.02856 fps:1744 +frame:1.91e+06 wall_t:1095 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.666 +2026-01-06 11:43:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:546.36 total_reward_ma:518.94 loss:-0.02777 fps:1744 +frame:1.92e+06 wall_t:1101 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.652 +2026-01-06 11:44:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:550.28 total_reward_ma:519.34 loss:-0.02696 fps:1745 +frame:1.93e+06 wall_t:1106 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.65 +2026-01-06 11:44:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:543.68 total_reward_ma:519.60 loss:-0.03571 fps:1745 +frame:1.94e+06 wall_t:1112 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.665 +2026-01-06 11:44:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:543.00 total_reward_ma:519.76 loss:-0.02537 fps:1744 +frame:1.95e+06 wall_t:1118 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.631 +2026-01-06 11:44:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:550.52 total_reward_ma:519.99 loss:-0.03164 fps:1744 +frame:1.96e+06 wall_t:1124 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.62 +2026-01-06 11:44:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:559.92 total_reward_ma:520.44 loss:-0.02866 fps:1745 +frame:1.97e+06 wall_t:1129 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.591 +2026-01-06 11:44:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:563.20 total_reward_ma:520.83 loss:-0.02081 fps:1746 +frame:1.98e+06 wall_t:1134 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.633 +2026-01-06 11:44:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:564.32 total_reward_ma:521.32 loss:-0.02425 fps:1746 +frame:1.99e+06 wall_t:1140 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.662 +2026-01-06 11:44:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:571.28 total_reward_ma:521.85 loss:-0.03249 fps:1745 +frame:2.00e+06 wall_t:1146 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.603 +2026-01-06 11:44:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:570.40 total_reward_ma:522.43 loss:-0.02353 fps:1746 +frame:2.01e+06 wall_t:1151 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.581 +2026-01-06 11:44:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:570.40 total_reward_ma:523.02 loss:-0.02934 fps:1746 +frame:2.02e+06 wall_t:1157 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.51 +2026-01-06 11:45:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:579.40 total_reward_ma:523.64 loss:-0.0277 fps:1747 +frame:2.03e+06 wall_t:1162 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.646 +2026-01-06 11:45:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:582.84 total_reward_ma:524.33 loss:-0.03042 fps:1747 +frame:2.04e+06 wall_t:1168 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.637 +2026-01-06 11:45:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:584.60 total_reward_ma:525.05 loss:-0.02383 fps:1748 +frame:2.05e+06 wall_t:1173 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.582 +2026-01-06 11:45:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:583.28 total_reward_ma:525.80 loss:-0.02736 fps:1747 +frame:2.06e+06 wall_t:1179 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.572 +2026-01-06 11:45:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:583.32 total_reward_ma:526.64 loss:-0.02143 fps:1748 +frame:2.07e+06 wall_t:1184 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.562 +2026-01-06 11:45:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:585.60 total_reward_ma:527.46 loss:-0.03259 fps:1748 +frame:2.08e+06 wall_t:1190 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.625 +2026-01-06 11:45:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:584.48 total_reward_ma:528.31 loss:-0.02622 fps:1747 +frame:2.09e+06 wall_t:1196 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.599 +2026-01-06 11:45:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:582.76 total_reward_ma:529.15 loss:-0.02665 fps:1747 +frame:2.10e+06 wall_t:1202 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.605 +2026-01-06 11:45:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:595.60 total_reward_ma:530.13 loss:-0.02778 fps:1747 +frame:2.11e+06 wall_t:1208 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.587 +2026-01-06 11:45:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:596.84 total_reward_ma:531.16 loss:-0.0264 fps:1745 +frame:2.12e+06 wall_t:1215 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.532 +2026-01-06 11:45:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:603.04 total_reward_ma:532.14 loss:-0.0297 fps:1744 +frame:2.13e+06 wall_t:1221 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.609 +2026-01-06 11:46:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:605.72 total_reward_ma:533.16 loss:-0.02194 fps:1746 +frame:2.14e+06 wall_t:1226 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.529 +2026-01-06 11:46:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:612.84 total_reward_ma:534.29 loss:-0.02773 fps:1745 +frame:2.15e+06 wall_t:1232 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.531 +2026-01-06 11:46:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:609.52 total_reward_ma:535.52 loss:-0.02999 fps:1746 +frame:2.16e+06 wall_t:1237 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.601 +2026-01-06 11:46:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:606.80 total_reward_ma:536.69 loss:-0.03107 fps:1746 +frame:2.17e+06 wall_t:1243 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.593 +2026-01-06 11:46:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:611.44 total_reward_ma:537.88 loss:-0.02947 fps:1747 +frame:2.18e+06 wall_t:1248 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.528 +2026-01-06 11:46:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:615.92 total_reward_ma:539.17 loss:-0.03066 fps:1746 +frame:2.19e+06 wall_t:1254 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.598 +2026-01-06 11:46:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:626.80 total_reward_ma:540.46 loss:-0.02837 fps:1746 +frame:2.20e+06 wall_t:1260 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.579 +2026-01-06 11:46:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:641.72 total_reward_ma:541.99 loss:-0.02606 fps:1747 +frame:2.21e+06 wall_t:1265 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.557 +2026-01-06 11:46:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:653.28 total_reward_ma:543.65 loss:-0.02754 fps:1748 +frame:2.22e+06 wall_t:1270 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.627 +2026-01-06 11:46:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:645.60 total_reward_ma:545.32 loss:-0.02148 fps:1749 +frame:2.23e+06 wall_t:1275 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.579 +2026-01-06 11:46:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:653.80 total_reward_ma:547.15 loss:-0.0309 fps:1749 +frame:2.24e+06 wall_t:1281 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.667 +2026-01-06 11:47:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:648.04 total_reward_ma:548.79 loss:-0.03174 fps:1748 +frame:2.25e+06 wall_t:1287 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.612 +2026-01-06 11:47:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:644.44 total_reward_ma:550.52 loss:-0.03479 fps:1748 +frame:2.26e+06 wall_t:1293 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.679 +2026-01-06 11:47:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:647.32 total_reward_ma:552.36 loss:-0.02663 fps:1747 +frame:2.27e+06 wall_t:1299 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.593 +2026-01-06 11:47:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:645.16 total_reward_ma:554.20 loss:-0.0289 fps:1748 +frame:2.28e+06 wall_t:1304 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.684 +2026-01-06 11:47:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:637.72 total_reward_ma:555.92 loss:-0.02339 fps:1748 +frame:2.29e+06 wall_t:1310 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.638 +2026-01-06 11:47:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:634.92 total_reward_ma:557.72 loss:-0.03173 fps:1748 +frame:2.30e+06 wall_t:1316 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.669 +2026-01-06 11:47:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:636.28 total_reward_ma:559.57 loss:-0.0285 fps:1749 +frame:2.31e+06 wall_t:1321 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.646 +2026-01-06 11:47:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:641.80 total_reward_ma:561.55 loss:-0.02815 fps:1748 +frame:2.32e+06 wall_t:1327 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.602 +2026-01-06 11:47:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:653.76 total_reward_ma:563.68 loss:-0.03041 fps:1748 +frame:2.33e+06 wall_t:1333 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.6 +2026-01-06 11:47:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:657.48 total_reward_ma:565.80 loss:-0.03593 fps:1749 +frame:2.34e+06 wall_t:1338 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.641 +2026-01-06 11:48:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:657.32 total_reward_ma:567.82 loss:-0.02688 fps:1747 +frame:2.35e+06 wall_t:1345 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.647 +2026-01-06 11:48:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:651.52 total_reward_ma:569.76 loss:-0.03122 fps:1748 +frame:2.36e+06 wall_t:1350 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.641 +2026-01-06 11:48:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:637.80 total_reward_ma:571.51 loss:-0.02443 fps:1748 +frame:2.37e+06 wall_t:1356 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.653 +2026-01-06 11:48:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:651.40 total_reward_ma:573.23 loss:-0.02564 fps:1749 +frame:2.38e+06 wall_t:1361 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.616 +2026-01-06 11:48:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:670.08 total_reward_ma:575.14 loss:-0.03317 fps:1750 +frame:2.39e+06 wall_t:1366 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.594 +2026-01-06 11:48:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:672.92 total_reward_ma:576.92 loss:-0.03154 fps:1749 +frame:2.40e+06 wall_t:1372 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.648 +2026-01-06 11:48:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:673.24 total_reward_ma:578.68 loss:-0.02954 fps:1750 +frame:2.41e+06 wall_t:1377 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.525 +2026-01-06 11:48:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:680.96 total_reward_ma:580.50 loss:-0.03096 fps:1750 +frame:2.42e+06 wall_t:1383 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.607 +2026-01-06 11:48:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:683.20 total_reward_ma:582.28 loss:-0.02929 fps:1751 +frame:2.43e+06 wall_t:1388 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.648 +2026-01-06 11:48:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:674.00 total_reward_ma:583.95 loss:-0.02548 fps:1749 +frame:2.44e+06 wall_t:1395 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.637 +2026-01-06 11:48:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:680.12 total_reward_ma:585.56 loss:-0.02772 fps:1750 +frame:2.45e+06 wall_t:1400 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.598 +2026-01-06 11:49:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:674.48 total_reward_ma:587.10 loss:-0.0318 fps:1750 +frame:2.46e+06 wall_t:1406 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.576 +2026-01-06 11:49:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:677.80 total_reward_ma:588.63 loss:-0.03203 fps:1751 +frame:2.47e+06 wall_t:1411 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.677 +2026-01-06 11:49:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:663.44 total_reward_ma:589.92 loss:-0.02676 fps:1751 +frame:2.48e+06 wall_t:1416 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.574 +2026-01-06 11:49:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:661.56 total_reward_ma:591.13 loss:-0.02721 fps:1751 +frame:2.49e+06 wall_t:1422 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.583 +2026-01-06 11:49:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:666.84 total_reward_ma:592.38 loss:-0.0246 fps:1752 +frame:2.50e+06 wall_t:1427 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.687 +2026-01-06 11:49:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:670.12 total_reward_ma:593.70 loss:-0.02363 fps:1752 +frame:2.51e+06 wall_t:1433 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.498 +2026-01-06 11:49:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:673.28 total_reward_ma:595.02 loss:-0.03266 fps:1751 +frame:2.52e+06 wall_t:1439 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.614 +2026-01-06 11:49:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:662.44 total_reward_ma:596.30 loss:-0.02944 fps:1751 +frame:2.53e+06 wall_t:1445 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.546 +2026-01-06 11:49:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:660.52 total_reward_ma:597.76 loss:-0.02745 fps:1752 +frame:2.54e+06 wall_t:1450 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.604 +2026-01-06 11:49:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:672.28 total_reward_ma:599.31 loss:-0.02787 fps:1751 +frame:2.55e+06 wall_t:1456 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.58 +2026-01-06 11:49:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:657.80 total_reward_ma:600.62 loss:-0.02726 fps:1752 +frame:2.56e+06 wall_t:1461 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.479 +2026-01-06 11:50:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:667.80 total_reward_ma:601.99 loss:-0.02513 fps:1753 +frame:2.57e+06 wall_t:1466 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.561 +2026-01-06 11:50:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:668.80 total_reward_ma:603.33 loss:-0.02173 fps:1753 +frame:2.58e+06 wall_t:1472 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.478 +2026-01-06 11:50:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:689.40 total_reward_ma:604.90 loss:-0.02718 fps:1754 +frame:2.59e+06 wall_t:1477 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.55 +2026-01-06 11:50:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:699.52 total_reward_ma:606.63 loss:-0.02542 fps:1753 +frame:2.60e+06 wall_t:1483 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.523 +2026-01-06 11:50:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:710.72 total_reward_ma:608.46 loss:-0.03482 fps:1754 +frame:2.61e+06 wall_t:1488 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.624 +2026-01-06 11:50:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:713.84 total_reward_ma:610.24 loss:-0.03028 fps:1754 +frame:2.62e+06 wall_t:1494 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.642 +2026-01-06 11:50:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:718.56 total_reward_ma:611.98 loss:-0.0266 fps:1755 +frame:2.63e+06 wall_t:1499 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.562 +2026-01-06 11:50:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:732.24 total_reward_ma:613.85 loss:-0.03018 fps:1755 +frame:2.64e+06 wall_t:1504 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.562 +2026-01-06 11:50:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:727.36 total_reward_ma:615.59 loss:-0.03088 fps:1756 +frame:2.65e+06 wall_t:1509 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.561 +2026-01-06 11:50:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:732.16 total_reward_ma:617.47 loss:-0.03509 fps:1755 +frame:2.66e+06 wall_t:1516 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.478 +2026-01-06 11:50:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:743.00 total_reward_ma:619.46 loss:-0.02234 fps:1754 +frame:2.67e+06 wall_t:1522 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.606 +2026-01-06 11:51:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:745.00 total_reward_ma:621.47 loss:-0.02774 fps:1755 +frame:2.68e+06 wall_t:1527 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.523 +2026-01-06 11:51:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:740.52 total_reward_ma:623.41 loss:-0.0182 fps:1755 +frame:2.69e+06 wall_t:1533 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.459 +2026-01-06 11:51:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:744.64 total_reward_ma:625.38 loss:-0.02973 fps:1756 +frame:2.70e+06 wall_t:1538 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.624 +2026-01-06 11:51:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:748.56 total_reward_ma:627.31 loss:-0.02958 fps:1756 +frame:2.71e+06 wall_t:1543 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.583 +2026-01-06 11:51:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:759.84 total_reward_ma:629.31 loss:-0.02749 fps:1756 +frame:2.72e+06 wall_t:1549 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.59 +2026-01-06 11:51:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:766.64 total_reward_ma:631.33 loss:-0.02567 fps:1756 +frame:2.73e+06 wall_t:1555 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.524 +2026-01-06 11:51:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:765.36 total_reward_ma:633.28 loss:-0.02504 fps:1756 +frame:2.74e+06 wall_t:1560 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.572 +2026-01-06 11:51:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:757.16 total_reward_ma:635.14 loss:-0.03165 fps:1757 +frame:2.75e+06 wall_t:1565 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.477 +2026-01-06 11:51:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:753.80 total_reward_ma:636.99 loss:-0.0248 fps:1757 +frame:2.76e+06 wall_t:1571 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.585 +2026-01-06 11:51:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:752.64 total_reward_ma:638.86 loss:-0.02582 fps:1756 +frame:2.77e+06 wall_t:1577 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.552 +2026-01-06 11:52:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:766.08 total_reward_ma:640.84 loss:-0.02846 fps:1756 +frame:2.78e+06 wall_t:1583 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.59 +2026-01-06 11:52:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:754.60 total_reward_ma:642.73 loss:-0.02733 fps:1756 +frame:2.79e+06 wall_t:1589 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.574 +2026-01-06 11:52:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:755.92 total_reward_ma:644.58 loss:-0.02952 fps:1757 +frame:2.80e+06 wall_t:1594 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.505 +2026-01-06 11:52:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:761.56 total_reward_ma:646.39 loss:-0.02337 fps:1756 +frame:2.81e+06 wall_t:1600 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.521 +2026-01-06 11:52:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:754.20 total_reward_ma:648.09 loss:-0.02473 fps:1758 +frame:2.82e+06 wall_t:1604 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.534 +2026-01-06 11:52:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:754.64 total_reward_ma:649.83 loss:-0.02678 fps:1758 +frame:2.83e+06 wall_t:1610 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.616 +2026-01-06 11:52:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:761.96 total_reward_ma:651.70 loss:-0.01659 fps:1759 +frame:2.84e+06 wall_t:1615 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.496 +2026-01-06 11:52:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:760.16 total_reward_ma:653.66 loss:-0.02378 fps:1758 +frame:2.85e+06 wall_t:1621 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.538 +2026-01-06 11:52:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:760.96 total_reward_ma:655.63 loss:-0.03379 fps:1758 +frame:2.86e+06 wall_t:1627 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.581 +2026-01-06 11:52:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:748.96 total_reward_ma:657.52 loss:-0.02399 fps:1758 +frame:2.87e+06 wall_t:1633 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.523 +2026-01-06 11:52:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:764.84 total_reward_ma:659.54 loss:-0.02284 fps:1758 +frame:2.88e+06 wall_t:1638 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.561 +2026-01-06 11:53:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:769.64 total_reward_ma:661.57 loss:-0.02355 fps:1758 +frame:2.89e+06 wall_t:1644 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.563 +2026-01-06 11:53:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:770.48 total_reward_ma:663.71 loss:-0.02634 fps:1759 +frame:2.90e+06 wall_t:1649 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.505 +2026-01-06 11:53:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:775.88 total_reward_ma:665.96 loss:-0.03178 fps:1759 +frame:2.91e+06 wall_t:1654 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.543 +2026-01-06 11:53:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:777.56 total_reward_ma:668.27 loss:-0.03084 fps:1760 +frame:2.92e+06 wall_t:1659 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.549 +2026-01-06 11:53:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:774.88 total_reward_ma:670.52 loss:-0.03084 fps:1759 +frame:2.93e+06 wall_t:1666 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.484 +2026-01-06 11:53:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:788.08 total_reward_ma:672.96 loss:-0.02824 fps:1759 +frame:2.94e+06 wall_t:1671 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.573 +2026-01-06 11:53:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:790.48 total_reward_ma:675.44 loss:-0.02756 fps:1760 +frame:2.95e+06 wall_t:1676 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.562 +2026-01-06 11:53:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:802.04 total_reward_ma:677.95 loss:-0.02678 fps:1760 +frame:2.96e+06 wall_t:1682 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.46 +2026-01-06 11:53:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:797.64 total_reward_ma:680.33 loss:-0.02249 fps:1761 +frame:2.97e+06 wall_t:1687 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.47 +2026-01-06 11:53:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:805.04 total_reward_ma:682.75 loss:-0.02682 fps:1760 +frame:2.98e+06 wall_t:1693 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.59 +2026-01-06 11:53:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:789.60 total_reward_ma:685.00 loss:-0.02747 fps:1761 +frame:2.99e+06 wall_t:1698 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.524 +2026-01-06 11:54:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:798.80 total_reward_ma:687.28 loss:-0.02906 fps:1762 +frame:3.00e+06 wall_t:1703 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.588 +2026-01-06 11:54:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:792.48 total_reward_ma:689.50 loss:-0.02741 fps:1762 +frame:3.01e+06 wall_t:1708 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.594 +2026-01-06 11:54:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:802.12 total_reward_ma:691.81 loss:-0.02921 fps:1762 +frame:3.02e+06 wall_t:1714 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.603 +2026-01-06 11:54:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:801.08 total_reward_ma:694.03 loss:-0.02863 fps:1763 +frame:3.03e+06 wall_t:1719 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.53 +2026-01-06 11:54:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:809.08 total_reward_ma:696.29 loss:-0.02334 fps:1762 +frame:3.04e+06 wall_t:1725 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.552 +2026-01-06 11:54:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:814.92 total_reward_ma:698.60 loss:-0.03071 fps:1763 +frame:3.05e+06 wall_t:1730 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.491 +2026-01-06 11:54:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:824.20 total_reward_ma:701.01 loss:-0.02229 fps:1763 +frame:3.06e+06 wall_t:1736 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.552 +2026-01-06 11:54:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:821.12 total_reward_ma:703.38 loss:-0.02982 fps:1762 +frame:3.07e+06 wall_t:1742 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.505 +2026-01-06 11:54:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:835.04 total_reward_ma:705.88 loss:-0.02035 fps:1763 +frame:3.08e+06 wall_t:1747 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.517 +2026-01-06 11:54:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:839.44 total_reward_ma:708.43 loss:-0.03327 fps:1764 +frame:3.09e+06 wall_t:1752 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.582 +2026-01-06 11:54:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:837.56 total_reward_ma:710.98 loss:-0.02459 fps:1763 +frame:3.10e+06 wall_t:1758 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.501 +2026-01-06 11:55:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:843.20 total_reward_ma:713.45 loss:-0.02151 fps:1763 +frame:3.11e+06 wall_t:1764 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.585 +2026-01-06 11:55:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:857.20 total_reward_ma:716.06 loss:-0.02144 fps:1764 +frame:3.12e+06 wall_t:1769 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.512 +2026-01-06 11:55:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:870.76 total_reward_ma:718.73 loss:-0.02181 fps:1763 +frame:3.13e+06 wall_t:1775 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.619 +2026-01-06 11:55:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:880.92 total_reward_ma:721.48 loss:-0.02761 fps:1764 +frame:3.14e+06 wall_t:1780 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.584 +2026-01-06 11:55:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:892.76 total_reward_ma:724.28 loss:-0.02059 fps:1765 +frame:3.15e+06 wall_t:1785 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.519 +2026-01-06 11:55:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:897.08 total_reward_ma:727.16 loss:-0.02951 fps:1765 +frame:3.16e+06 wall_t:1790 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.521 +2026-01-06 11:55:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:891.68 total_reward_ma:730.01 loss:-0.01535 fps:1767 +frame:3.17e+06 wall_t:1794 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.462 +2026-01-06 11:55:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:910.80 total_reward_ma:733.00 loss:-0.0288 fps:1768 +frame:3.18e+06 wall_t:1799 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.501 +2026-01-06 11:55:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:922.80 total_reward_ma:736.07 loss:-0.02554 fps:1768 +frame:3.19e+06 wall_t:1804 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.547 +2026-01-06 11:55:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:917.92 total_reward_ma:738.98 loss:-0.02773 fps:1770 +frame:3.20e+06 wall_t:1808 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.571 +2026-01-06 11:55:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:905.00 total_reward_ma:741.61 loss:-0.01793 fps:1771 +frame:3.21e+06 wall_t:1813 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.508 +2026-01-06 11:55:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:903.60 total_reward_ma:744.12 loss:-0.02767 fps:1771 +frame:3.22e+06 wall_t:1818 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.532 +2026-01-06 11:56:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:891.60 total_reward_ma:746.58 loss:-0.01619 fps:1772 +frame:3.23e+06 wall_t:1823 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.56 +2026-01-06 11:56:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:890.56 total_reward_ma:748.95 loss:-0.02957 fps:1773 +frame:3.24e+06 wall_t:1827 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.479 +2026-01-06 11:56:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:884.92 total_reward_ma:751.31 loss:-0.0344 fps:1774 +frame:3.25e+06 wall_t:1832 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.599 +2026-01-06 11:56:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:901.68 total_reward_ma:753.89 loss:-0.02622 fps:1775 +frame:3.26e+06 wall_t:1837 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.6 +2026-01-06 11:56:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:901.76 total_reward_ma:756.43 loss:-0.02941 fps:1775 +frame:3.27e+06 wall_t:1842 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.574 +2026-01-06 11:56:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:894.52 total_reward_ma:758.92 loss:-0.02128 fps:1776 +frame:3.28e+06 wall_t:1847 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.458 +2026-01-06 11:56:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:893.20 total_reward_ma:761.48 loss:-0.02056 fps:1775 +frame:3.29e+06 wall_t:1853 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.611 +2026-01-06 11:56:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:880.44 total_reward_ma:763.93 loss:-0.02409 fps:1777 +frame:3.30e+06 wall_t:1857 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.456 +2026-01-06 11:56:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:876.68 total_reward_ma:766.34 loss:-0.02843 fps:1778 +frame:3.31e+06 wall_t:1862 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.63 +2026-01-06 11:56:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:881.40 total_reward_ma:768.73 loss:-0.02483 fps:1778 +frame:3.32e+06 wall_t:1867 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.427 +2026-01-06 11:56:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:886.64 total_reward_ma:771.06 loss:-0.03106 fps:1779 +frame:3.33e+06 wall_t:1872 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.51 +2026-01-06 11:56:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:882.80 total_reward_ma:773.32 loss:-0.03003 fps:1779 +frame:3.34e+06 wall_t:1877 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.544 +2026-01-06 11:56:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:887.88 total_reward_ma:775.62 loss:-0.02179 fps:1780 +frame:3.35e+06 wall_t:1882 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.449 +2026-01-06 11:57:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:918.32 total_reward_ma:778.29 loss:-0.02309 fps:1782 +frame:3.36e+06 wall_t:1886 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.46 +2026-01-06 11:57:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:908.40 total_reward_ma:781.00 loss:-0.02522 fps:1782 +frame:3.37e+06 wall_t:1891 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.524 +2026-01-06 11:57:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:904.68 total_reward_ma:783.53 loss:-0.03153 fps:1783 +frame:3.38e+06 wall_t:1896 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.521 +2026-01-06 11:57:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:926.20 total_reward_ma:786.09 loss:-0.0251 fps:1783 +frame:3.39e+06 wall_t:1901 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.435 +2026-01-06 11:57:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:932.00 total_reward_ma:788.68 loss:-0.02776 fps:1784 +frame:3.40e+06 wall_t:1906 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.464 +2026-01-06 11:57:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:931.04 total_reward_ma:791.26 loss:-0.02405 fps:1785 +frame:3.41e+06 wall_t:1910 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.454 +2026-01-06 11:57:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:916.52 total_reward_ma:793.61 loss:-0.02891 fps:1787 +frame:3.42e+06 wall_t:1914 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.531 +2026-01-06 11:57:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:916.88 total_reward_ma:795.95 loss:-0.0238 fps:1787 +frame:3.43e+06 wall_t:1919 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.421 +2026-01-06 11:57:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:913.52 total_reward_ma:798.35 loss:-0.01448 fps:1788 +frame:3.44e+06 wall_t:1924 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.452 +2026-01-06 11:57:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:927.44 total_reward_ma:800.82 loss:-0.02141 fps:1788 +frame:3.45e+06 wall_t:1929 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.467 +2026-01-06 11:57:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:941.76 total_reward_ma:803.49 loss:-0.02431 fps:1789 +frame:3.46e+06 wall_t:1934 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.551 +2026-01-06 11:57:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:953.28 total_reward_ma:806.25 loss:-0.02654 fps:1791 +frame:3.47e+06 wall_t:1938 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.514 +2026-01-06 11:58:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:958.36 total_reward_ma:809.20 loss:-0.02269 fps:1791 +frame:3.48e+06 wall_t:1943 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.544 +2026-01-06 11:58:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:968.44 total_reward_ma:812.27 loss:-0.024 fps:1792 +frame:3.49e+06 wall_t:1948 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.503 +2026-01-06 11:58:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:964.12 total_reward_ma:815.24 loss:-0.02171 fps:1793 +frame:3.50e+06 wall_t:1952 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.45 +2026-01-06 11:58:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:962.68 total_reward_ma:818.16 loss:-0.03643 fps:1794 +frame:3.51e+06 wall_t:1957 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.587 +2026-01-06 11:58:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:946.72 total_reward_ma:820.90 loss:-0.0231 fps:1794 +frame:3.52e+06 wall_t:1962 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.509 +2026-01-06 11:58:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:928.12 total_reward_ma:823.55 loss:-0.02658 fps:1796 +frame:3.53e+06 wall_t:1966 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.62 +2026-01-06 11:58:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:943.08 total_reward_ma:826.38 loss:-0.02016 fps:1796 +frame:3.54e+06 wall_t:1971 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.526 +2026-01-06 11:58:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:946.04 total_reward_ma:829.12 loss:-0.02471 fps:1797 +frame:3.55e+06 wall_t:1976 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.511 +2026-01-06 11:58:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:943.64 total_reward_ma:831.98 loss:-0.02592 fps:1797 +frame:3.56e+06 wall_t:1981 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.506 +2026-01-06 11:58:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:943.16 total_reward_ma:834.73 loss:-0.03193 fps:1798 +frame:3.57e+06 wall_t:1985 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.564 +2026-01-06 11:58:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:953.64 total_reward_ma:837.58 loss:-0.02854 fps:1798 +frame:3.58e+06 wall_t:1991 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.499 +2026-01-06 11:58:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:954.08 total_reward_ma:840.23 loss:-0.02422 fps:1799 +frame:3.59e+06 wall_t:1995 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.572 +2026-01-06 11:58:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:939.76 total_reward_ma:842.63 loss:-0.0244 fps:1800 +frame:3.60e+06 wall_t:2000 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.421 +2026-01-06 11:59:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:945.88 total_reward_ma:844.98 loss:-0.03156 fps:1800 +frame:3.61e+06 wall_t:2005 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.482 +2026-01-06 11:59:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:951.84 total_reward_ma:847.36 loss:-0.01772 fps:1801 +frame:3.62e+06 wall_t:2010 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.542 +2026-01-06 11:59:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:934.80 total_reward_ma:849.52 loss:-0.01823 fps:1801 +frame:3.63e+06 wall_t:2015 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.466 +2026-01-06 11:59:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:927.88 total_reward_ma:851.48 loss:-0.01949 fps:1803 +frame:3.64e+06 wall_t:2019 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.493 +2026-01-06 11:59:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:928.64 total_reward_ma:853.49 loss:-0.02568 fps:1803 +frame:3.65e+06 wall_t:2024 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.436 +2026-01-06 11:59:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:925.84 total_reward_ma:855.43 loss:-0.02883 fps:1804 +frame:3.66e+06 wall_t:2029 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.407 +2026-01-06 11:59:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:924.48 total_reward_ma:857.24 loss:-0.01936 fps:1805 +frame:3.67e+06 wall_t:2033 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.38 +2026-01-06 11:59:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:928.72 total_reward_ma:859.08 loss:-0.01563 fps:1806 +frame:3.68e+06 wall_t:2038 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.34 +2026-01-06 11:59:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:937.92 total_reward_ma:861.05 loss:-0.02088 fps:1806 +frame:3.69e+06 wall_t:2043 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.348 +2026-01-06 11:59:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:932.08 total_reward_ma:862.93 loss:-0.02259 fps:1808 +frame:3.70e+06 wall_t:2047 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.463 +2026-01-06 11:59:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:928.68 total_reward_ma:864.73 loss:-0.02346 fps:1808 +frame:3.71e+06 wall_t:2052 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.483 +2026-01-06 11:59:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:952.52 total_reward_ma:866.66 loss:-0.0326 fps:1808 +frame:3.72e+06 wall_t:2057 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.525 +2026-01-06 11:59:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:981.08 total_reward_ma:868.80 loss:-0.02633 fps:1809 +frame:3.73e+06 wall_t:2062 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.46 +2026-01-06 12:00:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:977.72 total_reward_ma:870.92 loss:-0.02547 fps:1809 +frame:3.74e+06 wall_t:2067 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.505 +2026-01-06 12:00:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:966.80 total_reward_ma:873.02 loss:-0.01365 fps:1811 +frame:3.75e+06 wall_t:2071 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.433 +2026-01-06 12:00:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:988.72 total_reward_ma:875.37 loss:-0.02856 fps:1811 +frame:3.76e+06 wall_t:2076 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.486 +2026-01-06 12:00:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:997.24 total_reward_ma:877.82 loss:-0.03454 fps:1812 +frame:3.77e+06 wall_t:2080 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.52 +2026-01-06 12:00:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:979.08 total_reward_ma:879.95 loss:-0.0244 fps:1813 +frame:3.78e+06 wall_t:2085 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.484 +2026-01-06 12:00:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:975.72 total_reward_ma:882.16 loss:-0.03079 fps:1813 +frame:3.79e+06 wall_t:2090 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.55 +2026-01-06 12:00:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:969.40 total_reward_ma:884.29 loss:-0.03001 fps:1814 +frame:3.80e+06 wall_t:2095 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.469 +2026-01-06 12:00:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:999.44 total_reward_ma:886.67 loss:-0.02302 fps:1814 +frame:3.81e+06 wall_t:2100 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.478 +2026-01-06 12:00:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:994.36 total_reward_ma:889.07 loss:-0.02307 fps:1816 +frame:3.82e+06 wall_t:2104 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.353 +2026-01-06 12:00:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1011.08 total_reward_ma:891.64 loss:-0.02743 fps:1815 +frame:3.83e+06 wall_t:2110 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.457 +2026-01-06 12:00:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1017.20 total_reward_ma:894.19 loss:-0.02748 fps:1816 +frame:3.84e+06 wall_t:2114 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.336 +2026-01-06 12:00:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1039.32 total_reward_ma:896.98 loss:-0.02286 fps:1817 +frame:3.85e+06 wall_t:2119 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.427 +2026-01-06 12:01:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1027.24 total_reward_ma:899.64 loss:-0.02572 fps:1818 +frame:3.86e+06 wall_t:2123 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.399 +2026-01-06 12:01:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1022.44 total_reward_ma:902.38 loss:-0.01851 fps:1819 +frame:3.87e+06 wall_t:2128 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.443 +2026-01-06 12:01:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1005.36 total_reward_ma:904.78 loss:-0.02882 fps:1819 +frame:3.88e+06 wall_t:2133 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.389 +2026-01-06 12:01:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:986.44 total_reward_ma:906.95 loss:-0.02114 fps:1819 +frame:3.89e+06 wall_t:2138 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.371 +2026-01-06 12:01:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:989.24 total_reward_ma:909.14 loss:-0.01476 fps:1821 +frame:3.90e+06 wall_t:2142 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.485 +2026-01-06 12:01:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:983.68 total_reward_ma:911.22 loss:-0.02266 fps:1820 +frame:3.91e+06 wall_t:2148 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.319 +2026-01-06 12:01:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:986.40 total_reward_ma:913.31 loss:-0.01808 fps:1821 +frame:3.92e+06 wall_t:2153 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.382 +2026-01-06 12:01:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1001.12 total_reward_ma:915.57 loss:-0.02426 fps:1822 +frame:3.93e+06 wall_t:2157 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.437 +2026-01-06 12:01:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1002.88 total_reward_ma:917.72 loss:-0.02028 fps:1822 +frame:3.94e+06 wall_t:2162 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.362 +2026-01-06 12:01:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1010.56 total_reward_ma:919.92 loss:-0.02735 fps:1823 +frame:3.95e+06 wall_t:2167 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.41 +2026-01-06 12:01:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1031.36 total_reward_ma:922.21 loss:-0.02314 fps:1823 +frame:3.96e+06 wall_t:2172 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.284 +2026-01-06 12:01:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1072.68 total_reward_ma:924.96 loss:-0.02591 fps:1824 +frame:3.97e+06 wall_t:2177 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.352 +2026-01-06 12:01:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1089.76 total_reward_ma:927.81 loss:-0.01452 fps:1824 +frame:3.98e+06 wall_t:2182 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.347 +2026-01-06 12:02:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1089.28 total_reward_ma:930.80 loss:-0.02784 fps:1825 +frame:3.99e+06 wall_t:2186 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.324 +2026-01-06 12:02:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1085.44 total_reward_ma:933.67 loss:-0.01879 fps:1826 +frame:4.00e+06 wall_t:2191 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.265 +2026-01-06 12:02:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1077.20 total_reward_ma:936.52 loss:-0.01426 fps:1826 +frame:4.01e+06 wall_t:2196 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.249 +2026-01-06 12:02:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1104.76 total_reward_ma:939.54 loss:-0.02318 fps:1827 +frame:4.02e+06 wall_t:2200 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.318 +2026-01-06 12:02:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1101.60 total_reward_ma:942.55 loss:-0.02104 fps:1828 +frame:4.03e+06 wall_t:2205 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.285 +2026-01-06 12:02:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1105.92 total_reward_ma:945.52 loss:-0.01942 fps:1828 +frame:4.04e+06 wall_t:2210 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.27 +2026-01-06 12:02:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1130.40 total_reward_ma:948.67 loss:-0.01455 fps:1828 +frame:4.05e+06 wall_t:2216 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.331 +2026-01-06 12:02:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1142.96 total_reward_ma:951.86 loss:-0.0109 fps:1828 +frame:4.06e+06 wall_t:2221 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.28 +2026-01-06 12:02:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1155.60 total_reward_ma:955.20 loss:-0.02229 fps:1829 +frame:4.07e+06 wall_t:2225 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.38 +2026-01-06 12:02:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1165.56 total_reward_ma:958.51 loss:-0.01552 fps:1830 +frame:4.08e+06 wall_t:2230 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.307 +2026-01-06 12:02:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1172.64 total_reward_ma:961.84 loss:-0.01129 fps:1830 +frame:4.09e+06 wall_t:2235 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.296 +2026-01-06 12:02:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1176.72 total_reward_ma:965.23 loss:-0.02468 fps:1830 +frame:4.10e+06 wall_t:2240 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.257 +2026-01-06 12:03:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1182.24 total_reward_ma:968.62 loss:-0.01097 fps:1831 +frame:4.11e+06 wall_t:2245 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.244 +2026-01-06 12:03:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1160.88 total_reward_ma:971.66 loss:-0.02656 fps:1831 +frame:4.12e+06 wall_t:2250 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.354 +2026-01-06 12:03:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1173.08 total_reward_ma:974.68 loss:-0.01891 fps:1831 +frame:4.13e+06 wall_t:2255 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.328 +2026-01-06 12:03:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1144.72 total_reward_ma:977.32 loss:-0.02193 fps:1833 +frame:4.14e+06 wall_t:2259 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.297 +2026-01-06 12:03:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1133.48 total_reward_ma:979.73 loss:-0.02014 fps:1833 +frame:4.15e+06 wall_t:2264 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.36 +2026-01-06 12:03:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1124.96 total_reward_ma:982.01 loss:-0.02394 fps:1833 +frame:4.16e+06 wall_t:2269 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.321 +2026-01-06 12:03:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1122.84 total_reward_ma:984.32 loss:-0.02055 fps:1835 +frame:4.17e+06 wall_t:2273 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.258 +2026-01-06 12:03:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1119.60 total_reward_ma:986.41 loss:-0.02911 fps:1835 +frame:4.18e+06 wall_t:2278 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.338 +2026-01-06 12:03:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1120.68 total_reward_ma:988.39 loss:-0.02455 fps:1836 +frame:4.19e+06 wall_t:2282 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.325 +2026-01-06 12:03:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1148.40 total_reward_ma:990.69 loss:-0.02309 fps:1836 +frame:4.20e+06 wall_t:2287 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.241 +2026-01-06 12:03:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1147.64 total_reward_ma:993.12 loss:-0.01682 fps:1837 +frame:4.21e+06 wall_t:2292 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.316 +2026-01-06 12:03:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1161.92 total_reward_ma:995.70 loss:-0.01949 fps:1837 +frame:4.22e+06 wall_t:2297 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.318 +2026-01-06 12:03:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1150.28 total_reward_ma:998.29 loss:-0.02138 fps:1838 +frame:4.23e+06 wall_t:2302 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.347 +2026-01-06 12:04:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1152.44 total_reward_ma:1000.91 loss:-0.02081 fps:1839 +frame:4.24e+06 wall_t:2306 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.239 +2026-01-06 12:04:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1151.08 total_reward_ma:1003.57 loss:-0.0166 fps:1839 +frame:4.25e+06 wall_t:2311 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.328 +2026-01-06 12:04:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1171.04 total_reward_ma:1006.26 loss:-0.02098 fps:1839 +frame:4.26e+06 wall_t:2316 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.364 +2026-01-06 12:04:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1179.64 total_reward_ma:1009.04 loss:-0.02223 fps:1841 +frame:4.27e+06 wall_t:2320 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.289 +2026-01-06 12:04:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1170.88 total_reward_ma:1011.80 loss:-0.01794 fps:1841 +frame:4.28e+06 wall_t:2325 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.182 +2026-01-06 12:04:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1187.00 total_reward_ma:1014.74 loss:-0.02269 fps:1841 +frame:4.29e+06 wall_t:2330 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.273 +2026-01-06 12:04:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1179.60 total_reward_ma:1017.73 loss:-0.01672 fps:1842 +frame:4.30e+06 wall_t:2335 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.278 +2026-01-06 12:04:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1192.40 total_reward_ma:1020.89 loss:-0.01558 fps:1843 +frame:4.31e+06 wall_t:2339 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.299 +2026-01-06 12:04:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1223.64 total_reward_ma:1024.31 loss:-0.02403 fps:1843 +frame:4.32e+06 wall_t:2344 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.254 +2026-01-06 12:04:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1236.12 total_reward_ma:1027.81 loss:-0.02322 fps:1843 +frame:4.33e+06 wall_t:2349 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.237 +2026-01-06 12:04:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1226.72 total_reward_ma:1031.25 loss:-0.01386 fps:1844 +frame:4.34e+06 wall_t:2354 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.309 +2026-01-06 12:04:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1254.44 total_reward_ma:1034.91 loss:-0.02269 fps:1844 +frame:4.35e+06 wall_t:2359 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.191 +2026-01-06 12:05:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1261.00 total_reward_ma:1038.34 loss:-0.02151 fps:1845 +frame:4.36e+06 wall_t:2363 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.305 +2026-01-06 12:05:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1264.84 total_reward_ma:1041.90 loss:-0.02757 fps:1845 +frame:4.37e+06 wall_t:2368 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.278 +2026-01-06 12:05:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1293.32 total_reward_ma:1045.79 loss:-0.01944 fps:1846 +frame:4.38e+06 wall_t:2373 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.282 +2026-01-06 12:05:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1317.44 total_reward_ma:1049.70 loss:-0.01969 fps:1846 +frame:4.39e+06 wall_t:2378 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.259 +2026-01-06 12:05:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1314.84 total_reward_ma:1053.53 loss:-0.008955 fps:1846 +frame:4.40e+06 wall_t:2383 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.194 +2026-01-06 12:05:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1298.68 total_reward_ma:1057.21 loss:-0.01253 fps:1847 +frame:4.41e+06 wall_t:2388 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.247 +2026-01-06 12:05:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1299.28 total_reward_ma:1061.04 loss:-0.0157 fps:1848 +frame:4.42e+06 wall_t:2392 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.187 +2026-01-06 12:05:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1300.60 total_reward_ma:1064.87 loss:-0.02642 fps:1847 +frame:4.43e+06 wall_t:2398 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.298 +2026-01-06 12:05:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1282.04 total_reward_ma:1068.56 loss:-0.02377 fps:1848 +frame:4.44e+06 wall_t:2402 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.305 +2026-01-06 12:05:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1263.64 total_reward_ma:1071.92 loss:-0.01743 fps:1849 +frame:4.45e+06 wall_t:2407 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.187 +2026-01-06 12:05:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1283.28 total_reward_ma:1075.33 loss:-0.02736 fps:1849 +frame:4.46e+06 wall_t:2412 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.289 +2026-01-06 12:05:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1279.96 total_reward_ma:1078.60 loss:-0.01917 fps:1849 +frame:4.47e+06 wall_t:2417 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.28 +2026-01-06 12:05:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1260.08 total_reward_ma:1081.62 loss:-0.02527 fps:1850 +frame:4.48e+06 wall_t:2422 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.345 +2026-01-06 12:06:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1256.80 total_reward_ma:1084.50 loss:-0.02592 fps:1850 +frame:4.49e+06 wall_t:2427 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.415 +2026-01-06 12:06:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1247.76 total_reward_ma:1087.34 loss:-0.02281 fps:1850 +frame:4.50e+06 wall_t:2432 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.324 +2026-01-06 12:06:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1201.88 total_reward_ma:1089.73 loss:-0.01555 fps:1851 +frame:4.51e+06 wall_t:2437 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.288 +2026-01-06 12:06:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1236.40 total_reward_ma:1092.63 loss:-0.01613 fps:1851 +frame:4.52e+06 wall_t:2442 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.42 +2026-01-06 12:06:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1209.96 total_reward_ma:1095.45 loss:-0.01853 fps:1852 +frame:4.53e+06 wall_t:2446 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.325 +2026-01-06 12:06:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1204.92 total_reward_ma:1098.06 loss:-0.02567 fps:1852 +frame:4.54e+06 wall_t:2451 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.415 +2026-01-06 12:06:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1187.00 total_reward_ma:1100.47 loss:-0.02374 fps:1853 +frame:4.55e+06 wall_t:2456 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.284 +2026-01-06 12:06:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1153.36 total_reward_ma:1102.57 loss:-0.02642 fps:1854 +frame:4.56e+06 wall_t:2460 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.378 +2026-01-06 12:06:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1114.12 total_reward_ma:1104.28 loss:-0.01877 fps:1854 +frame:4.57e+06 wall_t:2465 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.306 +2026-01-06 12:06:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1110.04 total_reward_ma:1105.84 loss:-0.02386 fps:1855 +frame:4.58e+06 wall_t:2469 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.248 +2026-01-06 12:06:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1123.56 total_reward_ma:1107.54 loss:-0.01921 fps:1855 +frame:4.59e+06 wall_t:2474 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.407 +2026-01-06 12:06:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1136.84 total_reward_ma:1109.51 loss:-0.0154 fps:1855 +frame:4.60e+06 wall_t:2480 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.345 +2026-01-06 12:07:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1150.40 total_reward_ma:1111.56 loss:-0.01813 fps:1856 +frame:4.61e+06 wall_t:2484 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.331 +2026-01-06 12:07:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1141.68 total_reward_ma:1113.45 loss:-0.02714 fps:1857 +frame:4.62e+06 wall_t:2488 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.357 +2026-01-06 12:07:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1160.52 total_reward_ma:1115.71 loss:-0.01386 fps:1857 +frame:4.63e+06 wall_t:2493 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.357 +2026-01-06 12:07:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1158.04 total_reward_ma:1118.01 loss:-0.02389 fps:1857 +frame:4.64e+06 wall_t:2498 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.294 +2026-01-06 12:07:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1185.20 total_reward_ma:1120.58 loss:-0.02112 fps:1858 +frame:4.65e+06 wall_t:2503 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.362 +2026-01-06 12:07:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1178.04 total_reward_ma:1123.10 loss:-0.01873 fps:1858 +frame:4.66e+06 wall_t:2508 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.35 +2026-01-06 12:07:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1188.60 total_reward_ma:1125.74 loss:-0.01545 fps:1859 +frame:4.67e+06 wall_t:2512 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.331 +2026-01-06 12:07:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1212.12 total_reward_ma:1128.58 loss:-0.01503 fps:1859 +frame:4.68e+06 wall_t:2517 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.243 +2026-01-06 12:07:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1218.28 total_reward_ma:1131.38 loss:-0.0184 fps:1860 +frame:4.69e+06 wall_t:2522 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.339 +2026-01-06 12:07:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1211.76 total_reward_ma:1134.18 loss:-0.02663 fps:1860 +frame:4.70e+06 wall_t:2527 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.329 +2026-01-06 12:07:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1207.64 total_reward_ma:1136.97 loss:-0.02408 fps:1861 +frame:4.71e+06 wall_t:2531 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.31 +2026-01-06 12:07:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1213.64 total_reward_ma:1139.58 loss:-0.01847 fps:1861 +frame:4.72e+06 wall_t:2536 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.313 +2026-01-06 12:07:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1206.44 total_reward_ma:1141.83 loss:-0.02774 fps:1861 +frame:4.73e+06 wall_t:2541 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.229 +2026-01-06 12:08:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1201.64 total_reward_ma:1144.07 loss:-0.01744 fps:1862 +frame:4.74e+06 wall_t:2545 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.304 +2026-01-06 12:08:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1213.64 total_reward_ma:1146.54 loss:-0.02065 fps:1863 +frame:4.75e+06 wall_t:2550 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.159 +2026-01-06 12:08:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1236.04 total_reward_ma:1149.01 loss:-0.01656 fps:1863 +frame:4.76e+06 wall_t:2555 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.187 +2026-01-06 12:08:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1229.52 total_reward_ma:1151.33 loss:-0.01863 fps:1864 +frame:4.77e+06 wall_t:2559 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.268 +2026-01-06 12:08:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1200.12 total_reward_ma:1153.54 loss:-0.02258 fps:1864 +frame:4.78e+06 wall_t:2564 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.268 +2026-01-06 12:08:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1199.64 total_reward_ma:1155.78 loss:-0.01836 fps:1865 +frame:4.79e+06 wall_t:2568 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.278 +2026-01-06 12:08:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1211.72 total_reward_ma:1158.21 loss:-0.009475 fps:1866 +frame:4.80e+06 wall_t:2573 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.119 +2026-01-06 12:08:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1207.48 total_reward_ma:1160.29 loss:-0.02312 fps:1866 +frame:4.81e+06 wall_t:2578 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.134 +2026-01-06 12:08:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1205.08 total_reward_ma:1162.39 loss:-0.02178 fps:1866 +frame:4.82e+06 wall_t:2583 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.237 +2026-01-06 12:08:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1193.80 total_reward_ma:1164.22 loss:-0.02404 fps:1866 +frame:4.83e+06 wall_t:2588 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.266 +2026-01-06 12:08:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1211.84 total_reward_ma:1166.17 loss:-0.01798 fps:1867 +frame:4.84e+06 wall_t:2593 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.249 +2026-01-06 12:08:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1203.08 total_reward_ma:1167.81 loss:-0.0159 fps:1867 +frame:4.85e+06 wall_t:2598 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.205 +2026-01-06 12:09:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1211.88 total_reward_ma:1169.65 loss:-0.01924 fps:1868 +frame:4.86e+06 wall_t:2602 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.258 +2026-01-06 12:09:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1201.80 total_reward_ma:1171.45 loss:-0.02396 fps:1868 +frame:4.87e+06 wall_t:2607 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.288 +2026-01-06 12:09:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1200.44 total_reward_ma:1173.40 loss:-0.0115 fps:1869 +frame:4.88e+06 wall_t:2611 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.382 +2026-01-06 12:09:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1238.40 total_reward_ma:1175.92 loss:-0.01494 fps:1869 +frame:4.89e+06 wall_t:2616 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.297 +2026-01-06 12:09:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1245.20 total_reward_ma:1178.48 loss:-0.01968 fps:1870 +frame:4.90e+06 wall_t:2621 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.287 +2026-01-06 12:09:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1290.60 total_reward_ma:1181.54 loss:-0.01503 fps:1870 +frame:4.91e+06 wall_t:2626 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.207 +2026-01-06 12:09:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1295.96 total_reward_ma:1184.64 loss:-0.02904 fps:1871 +frame:4.92e+06 wall_t:2630 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.226 +2026-01-06 12:09:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1291.84 total_reward_ma:1187.55 loss:-0.02204 fps:1871 +frame:4.93e+06 wall_t:2635 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.246 +2026-01-06 12:09:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1311.88 total_reward_ma:1190.64 loss:-0.02114 fps:1871 +frame:4.94e+06 wall_t:2641 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.235 +2026-01-06 12:09:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1328.40 total_reward_ma:1193.82 loss:-0.01256 fps:1871 +frame:4.95e+06 wall_t:2645 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.315 +2026-01-06 12:09:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1344.28 total_reward_ma:1196.95 loss:-0.02224 fps:1872 +frame:4.96e+06 wall_t:2650 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.137 +2026-01-06 12:09:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1378.12 total_reward_ma:1200.00 loss:-0.01129 fps:1872 +frame:4.97e+06 wall_t:2655 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.168 +2026-01-06 12:09:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1406.80 total_reward_ma:1203.17 loss:-0.009509 fps:1873 +frame:4.98e+06 wall_t:2659 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.222 +2026-01-06 12:10:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1425.36 total_reward_ma:1206.53 loss:-0.01574 fps:1873 +frame:4.99e+06 wall_t:2664 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.117 +2026-01-06 12:10:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1427.40 total_reward_ma:1209.95 loss:-0.0165 fps:1873 +frame:5.00e+06 wall_t:2669 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.189 +2026-01-06 12:10:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1448.00 total_reward_ma:1213.66 loss:-0.02227 fps:1874 +frame:5.01e+06 wall_t:2674 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.222 +2026-01-06 12:10:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1456.24 total_reward_ma:1217.17 loss:-0.01679 fps:1874 +frame:5.02e+06 wall_t:2679 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.217 +2026-01-06 12:10:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1468.92 total_reward_ma:1220.85 loss:-0.01764 fps:1874 +frame:5.03e+06 wall_t:2684 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.183 +2026-01-06 12:10:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1465.72 total_reward_ma:1224.44 loss:-0.02607 fps:1875 +frame:5.04e+06 wall_t:2688 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.269 +2026-01-06 12:10:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1439.24 total_reward_ma:1227.53 loss:-0.02444 fps:1875 +frame:5.05e+06 wall_t:2693 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.211 +2026-01-06 12:10:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1449.28 total_reward_ma:1230.60 loss:-0.0155 fps:1875 +frame:5.06e+06 wall_t:2698 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.226 +2026-01-06 12:10:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1507.40 total_reward_ma:1234.11 loss:-0.02639 fps:1875 +frame:5.07e+06 wall_t:2704 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.386 +2026-01-06 12:10:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1515.16 total_reward_ma:1237.61 loss:-0.01906 fps:1875 +frame:5.08e+06 wall_t:2709 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.229 +2026-01-06 12:10:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1497.48 total_reward_ma:1240.86 loss:-0.02066 fps:1875 +frame:5.09e+06 wall_t:2714 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.242 +2026-01-06 12:10:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1491.28 total_reward_ma:1244.00 loss:-0.01741 fps:1876 +frame:5.10e+06 wall_t:2719 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.283 +2026-01-06 12:11:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1464.92 total_reward_ma:1246.83 loss:-0.02021 fps:1876 +frame:5.11e+06 wall_t:2724 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.176 +2026-01-06 12:11:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1485.56 total_reward_ma:1250.08 loss:-0.01998 fps:1876 +frame:5.12e+06 wall_t:2729 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.264 +2026-01-06 12:11:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1496.76 total_reward_ma:1253.31 loss:-0.01546 fps:1876 +frame:5.13e+06 wall_t:2734 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.319 +2026-01-06 12:11:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1463.88 total_reward_ma:1256.51 loss:-0.02976 fps:1877 +frame:5.14e+06 wall_t:2739 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.263 +2026-01-06 12:11:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1462.44 total_reward_ma:1259.80 loss:-0.005288 fps:1877 +frame:5.15e+06 wall_t:2744 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.269 +2026-01-06 12:11:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1429.08 total_reward_ma:1262.84 loss:-0.01893 fps:1877 +frame:5.16e+06 wall_t:2749 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.111 +2026-01-06 12:11:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1423.04 total_reward_ma:1265.84 loss:-0.02704 fps:1877 +frame:5.17e+06 wall_t:2754 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.274 +2026-01-06 12:11:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1407.08 total_reward_ma:1268.71 loss:-0.01959 fps:1877 +frame:5.18e+06 wall_t:2759 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.192 +2026-01-06 12:11:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1405.44 total_reward_ma:1271.56 loss:-0.01275 fps:1878 +frame:5.19e+06 wall_t:2764 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.14 +2026-01-06 12:11:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1394.88 total_reward_ma:1274.03 loss:-0.01189 fps:1878 +frame:5.20e+06 wall_t:2769 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.243 +2026-01-06 12:11:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1398.72 total_reward_ma:1276.54 loss:-0.02412 fps:1879 +frame:5.21e+06 wall_t:2773 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.192 +2026-01-06 12:11:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1402.72 total_reward_ma:1278.94 loss:-0.006852 fps:1879 +frame:5.22e+06 wall_t:2778 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.142 +2026-01-06 12:12:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1410.68 total_reward_ma:1281.55 loss:-0.0182 fps:1879 +frame:5.23e+06 wall_t:2783 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.265 +2026-01-06 12:12:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1446.74 total_reward_ma:1284.49 loss:-0.01843 fps:1880 +frame:5.24e+06 wall_t:2787 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.142 +2026-01-06 12:12:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1468.54 total_reward_ma:1287.67 loss:-0.0102 fps:1880 +frame:5.25e+06 wall_t:2793 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.117 +2026-01-06 12:12:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1460.18 total_reward_ma:1290.56 loss:-0.01451 fps:1880 +frame:5.26e+06 wall_t:2798 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.173 +2026-01-06 12:12:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1443.34 total_reward_ma:1293.19 loss:-0.0195 fps:1880 +frame:5.27e+06 wall_t:2803 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.155 +2026-01-06 12:12:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1479.30 total_reward_ma:1296.28 loss:-0.01385 fps:1880 +frame:5.28e+06 wall_t:2808 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.091 +2026-01-06 12:12:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1467.58 total_reward_ma:1299.08 loss:-0.01891 fps:1881 +frame:5.29e+06 wall_t:2813 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.207 +2026-01-06 12:12:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1469.90 total_reward_ma:1301.99 loss:-0.01726 fps:1881 +frame:5.30e+06 wall_t:2817 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.158 +2026-01-06 12:12:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1475.62 total_reward_ma:1304.82 loss:-0.02315 fps:1882 +frame:5.31e+06 wall_t:2822 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.34 +2026-01-06 12:12:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1505.98 total_reward_ma:1307.64 loss:-0.01864 fps:1882 +frame:5.32e+06 wall_t:2827 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.168 +2026-01-06 12:12:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1464.10 total_reward_ma:1309.92 loss:-0.01182 fps:1882 +frame:5.33e+06 wall_t:2832 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.247 +2026-01-06 12:12:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1492.70 total_reward_ma:1312.58 loss:-0.01998 fps:1882 +frame:5.34e+06 wall_t:2837 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.254 +2026-01-06 12:13:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1497.30 total_reward_ma:1315.01 loss:-0.01181 fps:1882 +frame:5.35e+06 wall_t:2842 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.216 +2026-01-06 12:13:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1476.90 total_reward_ma:1317.17 loss:-0.02336 fps:1883 +frame:5.36e+06 wall_t:2847 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.19 +2026-01-06 12:13:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1497.02 total_reward_ma:1319.49 loss:-0.026 fps:1883 +frame:5.37e+06 wall_t:2852 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.192 +2026-01-06 12:13:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1475.58 total_reward_ma:1321.31 loss:-0.01853 fps:1883 +frame:5.38e+06 wall_t:2857 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.27 +2026-01-06 12:13:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1482.34 total_reward_ma:1322.96 loss:-0.02346 fps:1883 +frame:5.39e+06 wall_t:2862 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.25 +2026-01-06 12:13:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1503.64 total_reward_ma:1324.85 loss:-0.009545 fps:1884 +frame:5.40e+06 wall_t:2866 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.234 +2026-01-06 12:13:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1488.72 total_reward_ma:1326.75 loss:-0.01334 fps:1884 +frame:5.41e+06 wall_t:2871 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.9992 +2026-01-06 12:13:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1486.48 total_reward_ma:1328.62 loss:-0.01529 fps:1885 +frame:5.42e+06 wall_t:2876 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.179 +2026-01-06 12:13:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1483.56 total_reward_ma:1330.45 loss:-0.02072 fps:1885 +frame:5.43e+06 wall_t:2881 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.221 +2026-01-06 12:13:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1485.68 total_reward_ma:1332.49 loss:-0.01362 fps:1884 +frame:5.44e+06 wall_t:2887 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.196 +2026-01-06 12:13:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1455.26 total_reward_ma:1334.41 loss:-0.01074 fps:1885 +frame:5.45e+06 wall_t:2892 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.137 +2026-01-06 12:13:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1457.54 total_reward_ma:1336.15 loss:-0.01261 fps:1885 +frame:5.46e+06 wall_t:2897 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.119 +2026-01-06 12:13:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1446.58 total_reward_ma:1337.82 loss:-0.01444 fps:1886 +frame:5.47e+06 wall_t:2901 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.018 +2026-01-06 12:14:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1428.74 total_reward_ma:1339.50 loss:-0.01698 fps:1886 +frame:5.48e+06 wall_t:2906 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.149 +2026-01-06 12:14:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1402.90 total_reward_ma:1340.96 loss:-0.01252 fps:1885 +frame:5.49e+06 wall_t:2912 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.176 +2026-01-06 12:14:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1430.66 total_reward_ma:1342.79 loss:-0.014 fps:1885 +frame:5.50e+06 wall_t:2917 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.212 +2026-01-06 12:14:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1426.30 total_reward_ma:1345.04 loss:-0.01444 fps:1886 +frame:5.51e+06 wall_t:2922 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.076 +2026-01-06 12:14:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1387.86 total_reward_ma:1346.55 loss:-0.02175 fps:1886 +frame:5.52e+06 wall_t:2927 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.046 +2026-01-06 12:14:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1404.22 total_reward_ma:1348.49 loss:-0.0115 fps:1887 +frame:5.53e+06 wall_t:2931 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.075 +2026-01-06 12:14:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1425.30 total_reward_ma:1350.70 loss:-0.02177 fps:1887 +frame:5.54e+06 wall_t:2936 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.112 +2026-01-06 12:14:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1440.78 total_reward_ma:1353.23 loss:-0.01719 fps:1888 +frame:5.55e+06 wall_t:2940 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.151 +2026-01-06 12:14:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1462.82 total_reward_ma:1356.33 loss:-0.02276 fps:1888 +frame:5.56e+06 wall_t:2945 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.102 +2026-01-06 12:14:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1465.50 total_reward_ma:1359.84 loss:-0.02225 fps:1888 +frame:5.57e+06 wall_t:2950 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.141 +2026-01-06 12:14:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1480.94 total_reward_ma:1363.55 loss:-0.005994 fps:1889 +frame:5.58e+06 wall_t:2954 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.116 +2026-01-06 12:14:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1489.22 total_reward_ma:1367.21 loss:-0.008413 fps:1889 +frame:5.59e+06 wall_t:2959 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.155 +2026-01-06 12:15:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1493.22 total_reward_ma:1370.77 loss:-0.01191 fps:1889 +frame:5.60e+06 wall_t:2964 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.065 +2026-01-06 12:15:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1508.36 total_reward_ma:1374.35 loss:-0.02064 fps:1890 +frame:5.61e+06 wall_t:2969 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.104 +2026-01-06 12:15:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1547.32 total_reward_ma:1378.41 loss:-0.009483 fps:1890 +frame:5.62e+06 wall_t:2974 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.135 +2026-01-06 12:15:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1548.64 total_reward_ma:1382.29 loss:-0.01917 fps:1891 +frame:5.63e+06 wall_t:2978 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.9987 +2026-01-06 12:15:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1585.50 total_reward_ma:1386.56 loss:-0.009905 fps:1891 +frame:5.64e+06 wall_t:2983 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.062 +2026-01-06 12:15:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1573.62 total_reward_ma:1390.45 loss:-0.0194 fps:1891 +frame:5.65e+06 wall_t:2988 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.04 +2026-01-06 12:15:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1588.50 total_reward_ma:1394.55 loss:-0.02302 fps:1891 +frame:5.66e+06 wall_t:2993 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.14 +2026-01-06 12:15:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1595.38 total_reward_ma:1398.62 loss:-0.02139 fps:1891 +frame:5.67e+06 wall_t:2999 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.221 +2026-01-06 12:15:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1615.70 total_reward_ma:1402.66 loss:-0.01575 fps:1891 +frame:5.68e+06 wall_t:3004 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.129 +2026-01-06 12:15:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1620.34 total_reward_ma:1406.68 loss:-0.00925 fps:1892 +frame:5.69e+06 wall_t:3008 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.068 +2026-01-06 12:15:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1635.50 total_reward_ma:1410.92 loss:-0.01225 fps:1892 +frame:5.70e+06 wall_t:3013 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.06 +2026-01-06 12:15:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1657.54 total_reward_ma:1415.41 loss:1.501e-05 fps:1893 +frame:5.71e+06 wall_t:3017 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.181 +2026-01-06 12:15:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1671.46 total_reward_ma:1419.99 loss:-0.02384 fps:1893 +frame:5.72e+06 wall_t:3022 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.129 +2026-01-06 12:16:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1693.26 total_reward_ma:1424.86 loss:-0.01389 fps:1894 +frame:5.73e+06 wall_t:3026 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.9768 +2026-01-06 12:16:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1707.54 total_reward_ma:1429.92 loss:-0.01893 fps:1894 +frame:5.74e+06 wall_t:3031 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.193 +2026-01-06 12:16:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1725.10 total_reward_ma:1435.03 loss:-0.02304 fps:1893 +frame:5.75e+06 wall_t:3037 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.119 +2026-01-06 12:16:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1718.58 total_reward_ma:1439.86 loss:-0.01776 fps:1893 +frame:5.76e+06 wall_t:3042 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.247 +2026-01-06 12:16:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1705.34 total_reward_ma:1444.62 loss:-0.02302 fps:1894 +frame:5.77e+06 wall_t:3046 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.152 +2026-01-06 12:16:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1705.34 total_reward_ma:1449.67 loss:-0.01089 fps:1894 +frame:5.78e+06 wall_t:3051 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.186 +2026-01-06 12:16:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1696.38 total_reward_ma:1454.64 loss:-0.02627 fps:1895 +frame:5.79e+06 wall_t:3056 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.162 +2026-01-06 12:16:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1674.58 total_reward_ma:1459.27 loss:-0.01328 fps:1895 +frame:5.80e+06 wall_t:3061 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.165 +2026-01-06 12:16:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1689.52 total_reward_ma:1464.09 loss:-0.01515 fps:1895 +frame:5.81e+06 wall_t:3066 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.108 +2026-01-06 12:16:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1675.08 total_reward_ma:1468.79 loss:-0.0197 fps:1896 +frame:5.82e+06 wall_t:3070 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.198 +2026-01-06 12:16:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1638.04 total_reward_ma:1473.23 loss:-0.01494 fps:1896 +frame:5.83e+06 wall_t:3075 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.195 +2026-01-06 12:16:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1627.60 total_reward_ma:1477.39 loss:-0.01936 fps:1896 +frame:5.84e+06 wall_t:3080 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.13 +2026-01-06 12:17:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1611.90 total_reward_ma:1481.47 loss:-0.0117 fps:1896 +frame:5.85e+06 wall_t:3085 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.12 +2026-01-06 12:17:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1621.50 total_reward_ma:1485.57 loss:-0.00692 fps:1896 +frame:5.86e+06 wall_t:3090 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.14 +2026-01-06 12:17:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1643.26 total_reward_ma:1489.99 loss:-0.01354 fps:1897 +frame:5.87e+06 wall_t:3094 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.236 +2026-01-06 12:17:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1605.50 total_reward_ma:1494.04 loss:-0.0143 fps:1897 +frame:5.88e+06 wall_t:3099 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.143 +2026-01-06 12:17:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1606.14 total_reward_ma:1497.71 loss:-0.01977 fps:1898 +frame:5.89e+06 wall_t:3103 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.009 +2026-01-06 12:17:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1596.78 total_reward_ma:1501.23 loss:-0.01856 fps:1898 +frame:5.90e+06 wall_t:3108 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.136 +2026-01-06 12:17:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1605.32 total_reward_ma:1504.38 loss:-0.014 fps:1898 +frame:5.91e+06 wall_t:3113 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.066 +2026-01-06 12:17:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1578.80 total_reward_ma:1507.20 loss:-0.007147 fps:1899 +frame:5.92e+06 wall_t:3118 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.216 +2026-01-06 12:17:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1556.40 total_reward_ma:1509.85 loss:-0.02206 fps:1899 +frame:5.93e+06 wall_t:3122 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.171 +2026-01-06 12:17:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1559.08 total_reward_ma:1512.32 loss:-0.01121 fps:1900 +frame:5.94e+06 wall_t:3127 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.078 +2026-01-06 12:17:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1552.64 total_reward_ma:1514.56 loss:-0.01928 fps:1900 +frame:5.95e+06 wall_t:3132 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.074 +2026-01-06 12:17:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1526.68 total_reward_ma:1516.39 loss:-0.007267 fps:1901 +frame:5.96e+06 wall_t:3136 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.04 +2026-01-06 12:17:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1495.84 total_reward_ma:1517.57 loss:-0.008825 fps:1901 +frame:5.97e+06 wall_t:3141 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.095 +2026-01-06 12:18:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1488.88 total_reward_ma:1518.39 loss:-0.01646 fps:1901 +frame:5.98e+06 wall_t:3145 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.129 +2026-01-06 12:18:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1548.78 total_reward_ma:1519.62 loss:-0.005923 fps:1902 +frame:5.99e+06 wall_t:3150 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.145 +2026-01-06 12:18:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1582.10 total_reward_ma:1521.17 loss:-0.0129 fps:1902 +frame:6.00e+06 wall_t:3155 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.065 +2026-01-06 12:18:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1544.28 total_reward_ma:1522.13 loss:-0.005658 fps:1902 +frame:6.01e+06 wall_t:3160 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.165 +2026-01-06 12:18:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1567.96 total_reward_ma:1523.25 loss:-0.01248 fps:1902 +frame:6.02e+06 wall_t:3165 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.061 +2026-01-06 12:18:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1575.48 total_reward_ma:1524.31 loss:-0.01915 fps:1902 +frame:6.03e+06 wall_t:3170 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.218 +2026-01-06 12:18:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1575.48 total_reward_ma:1525.41 loss:-0.0103 fps:1903 +frame:6.04e+06 wall_t:3174 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.121 +2026-01-06 12:18:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1583.40 total_reward_ma:1526.85 loss:-0.01899 fps:1903 +frame:6.05e+06 wall_t:3179 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.12 +2026-01-06 12:18:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1614.36 total_reward_ma:1528.50 loss:-0.01371 fps:1904 +frame:6.06e+06 wall_t:3183 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.085 +2026-01-06 12:18:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1609.72 total_reward_ma:1529.53 loss:-0.01132 fps:1905 +frame:6.07e+06 wall_t:3187 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.061 +2026-01-06 12:18:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1618.20 total_reward_ma:1530.56 loss:-0.008873 fps:1905 +frame:6.08e+06 wall_t:3192 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.101 +2026-01-06 12:18:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1638.44 total_reward_ma:1531.97 loss:-0.01638 fps:1906 +frame:6.09e+06 wall_t:3196 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.114 +2026-01-06 12:18:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1627.32 total_reward_ma:1533.33 loss:-0.009539 fps:1905 +frame:6.10e+06 wall_t:3202 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.059 +2026-01-06 12:19:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1650.84 total_reward_ma:1535.19 loss:-0.01677 fps:1905 +frame:6.11e+06 wall_t:3207 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.9304 +2026-01-06 12:19:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1645.18 total_reward_ma:1536.78 loss:-0.003511 fps:1905 +frame:6.12e+06 wall_t:3212 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.206 +2026-01-06 12:19:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1681.46 total_reward_ma:1538.63 loss:-0.01502 fps:1906 +frame:6.13e+06 wall_t:3217 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.137 +2026-01-06 12:19:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1688.34 total_reward_ma:1540.87 loss:-0.01004 fps:1906 +frame:6.14e+06 wall_t:3222 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.134 +2026-01-06 12:19:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1696.22 total_reward_ma:1543.21 loss:-0.01232 fps:1906 +frame:6.15e+06 wall_t:3226 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.118 +2026-01-06 12:19:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1721.94 total_reward_ma:1546.14 loss:-0.01146 fps:1907 +frame:6.16e+06 wall_t:3231 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.114 +2026-01-06 12:19:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1727.50 total_reward_ma:1549.19 loss:-0.0175 fps:1907 +frame:6.17e+06 wall_t:3235 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.096 +2026-01-06 12:19:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1725.10 total_reward_ma:1552.36 loss:-0.01483 fps:1907 +frame:6.18e+06 wall_t:3240 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.033 +2026-01-06 12:19:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1719.22 total_reward_ma:1555.50 loss:-0.01684 fps:1908 +frame:6.19e+06 wall_t:3244 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.137 +2026-01-06 12:19:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1744.10 total_reward_ma:1558.99 loss:-0.01707 fps:1908 +frame:6.20e+06 wall_t:3249 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.087 +2026-01-06 12:19:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1738.10 total_reward_ma:1562.39 loss:-0.0226 fps:1908 +frame:6.21e+06 wall_t:3254 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.171 +2026-01-06 12:19:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1734.32 total_reward_ma:1565.70 loss:-0.004601 fps:1909 +frame:6.22e+06 wall_t:3258 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.109 +2026-01-06 12:20:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1745.52 total_reward_ma:1569.05 loss:-0.01025 fps:1909 +frame:6.23e+06 wall_t:3263 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.132 +2026-01-06 12:20:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1759.40 total_reward_ma:1572.18 loss:-0.006817 fps:1910 +frame:6.24e+06 wall_t:3267 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.071 +2026-01-06 12:20:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1802.12 total_reward_ma:1575.52 loss:-0.006288 fps:1910 +frame:6.25e+06 wall_t:3272 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.09 +2026-01-06 12:20:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1809.74 total_reward_ma:1579.01 loss:-0.01793 fps:1911 +frame:6.26e+06 wall_t:3276 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.162 +2026-01-06 12:20:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1828.62 total_reward_ma:1582.86 loss:-0.0216 fps:1911 +frame:6.27e+06 wall_t:3281 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.2 +2026-01-06 12:20:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1821.66 total_reward_ma:1586.29 loss:-0.01235 fps:1912 +frame:6.28e+06 wall_t:3285 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.124 +2026-01-06 12:20:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1781.06 total_reward_ma:1589.42 loss:0.00131 fps:1912 +frame:6.29e+06 wall_t:3290 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.173 +2026-01-06 12:20:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1771.94 total_reward_ma:1592.44 loss:-0.01879 fps:1913 +frame:6.30e+06 wall_t:3294 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.272 +2026-01-06 12:20:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1771.10 total_reward_ma:1595.40 loss:-0.01618 fps:1913 +frame:6.31e+06 wall_t:3299 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.15 +2026-01-06 12:20:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1768.70 total_reward_ma:1598.02 loss:-0.01531 fps:1913 +frame:6.32e+06 wall_t:3303 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.104 +2026-01-06 12:20:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1739.26 total_reward_ma:1600.78 loss:-0.01686 fps:1914 +frame:6.33e+06 wall_t:3308 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 12:20:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1714.78 total_reward_ma:1603.00 loss:-0.01475 fps:1914 +frame:6.34e+06 wall_t:3313 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.186 +2026-01-06 12:20:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1684.54 total_reward_ma:1604.87 loss:-0.01253 fps:1914 +frame:6.35e+06 wall_t:3317 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.181 +2026-01-06 12:20:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1675.50 total_reward_ma:1606.86 loss:-0.01706 fps:1915 +frame:6.36e+06 wall_t:3322 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.167 +2026-01-06 12:21:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1666.58 total_reward_ma:1608.55 loss:-0.02084 fps:1915 +frame:6.37e+06 wall_t:3326 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.037 +2026-01-06 12:21:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1676.68 total_reward_ma:1610.56 loss:-0.01882 fps:1916 +frame:6.38e+06 wall_t:3330 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.055 +2026-01-06 12:21:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1684.08 total_reward_ma:1612.58 loss:-0.008012 fps:1916 +frame:6.39e+06 wall_t:3335 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.123 +2026-01-06 12:21:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1704.84 total_reward_ma:1614.59 loss:-0.006776 fps:1916 +frame:6.40e+06 wall_t:3340 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.049 +2026-01-06 12:21:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1706.84 total_reward_ma:1616.77 loss:-0.01269 fps:1916 +frame:6.41e+06 wall_t:3345 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.054 +2026-01-06 12:21:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1694.24 total_reward_ma:1618.85 loss:-0.0149 fps:1916 +frame:6.42e+06 wall_t:3350 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.028 +2026-01-06 12:21:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1702.44 total_reward_ma:1621.04 loss:-0.003377 fps:1917 +frame:6.43e+06 wall_t:3355 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.057 +2026-01-06 12:21:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1701.40 total_reward_ma:1623.20 loss:-0.01029 fps:1917 +frame:6.44e+06 wall_t:3359 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.095 +2026-01-06 12:21:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1718.92 total_reward_ma:1625.83 loss:-0.01241 fps:1917 +frame:6.45e+06 wall_t:3365 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.03 +2026-01-06 12:21:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1716.08 total_reward_ma:1628.42 loss:-0.009007 fps:1917 +frame:6.46e+06 wall_t:3370 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.135 +2026-01-06 12:21:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1696.72 total_reward_ma:1630.92 loss:-0.01611 fps:1918 +frame:6.47e+06 wall_t:3374 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.177 +2026-01-06 12:21:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1674.74 total_reward_ma:1633.38 loss:-0.006186 fps:1918 +frame:6.48e+06 wall_t:3378 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.003 +2026-01-06 12:22:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1655.22 total_reward_ma:1635.90 loss:-0.01611 fps:1919 +frame:6.49e+06 wall_t:3382 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.116 +2026-01-06 12:22:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1720.06 total_reward_ma:1638.80 loss:-0.01249 fps:1919 +frame:6.50e+06 wall_t:3387 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.018 +2026-01-06 12:22:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1751.76 total_reward_ma:1642.05 loss:-0.008441 fps:1920 +frame:6.51e+06 wall_t:3391 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.244 +2026-01-06 12:22:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1731.84 total_reward_ma:1645.49 loss:-0.01655 fps:1920 +frame:6.52e+06 wall_t:3395 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.2 +2026-01-06 12:22:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1759.52 total_reward_ma:1649.04 loss:-0.01134 fps:1921 +frame:6.53e+06 wall_t:3400 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.243 +2026-01-06 12:22:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1817.40 total_reward_ma:1652.97 loss:-0.01293 fps:1921 +frame:6.54e+06 wall_t:3405 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.013 +2026-01-06 12:22:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1808.48 total_reward_ma:1656.64 loss:-0.01595 fps:1921 +frame:6.55e+06 wall_t:3409 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.11 +2026-01-06 12:22:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1808.48 total_reward_ma:1660.10 loss:-0.0188 fps:1921 +frame:6.56e+06 wall_t:3414 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.004 +2026-01-06 12:22:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1837.44 total_reward_ma:1663.82 loss:-0.01867 fps:1922 +frame:6.57e+06 wall_t:3419 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.008 +2026-01-06 12:22:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1834.88 total_reward_ma:1667.36 loss:-0.01545 fps:1922 +frame:6.58e+06 wall_t:3423 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.04 +2026-01-06 12:22:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1882.44 total_reward_ma:1671.29 loss:-0.02039 fps:1922 +frame:6.59e+06 wall_t:3428 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.226 +2026-01-06 12:22:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1876.92 total_reward_ma:1675.13 loss:-0.01212 fps:1923 +frame:6.60e+06 wall_t:3432 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.144 +2026-01-06 12:22:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1849.58 total_reward_ma:1678.54 loss:-0.01329 fps:1923 +frame:6.61e+06 wall_t:3437 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.119 +2026-01-06 12:22:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1834.02 total_reward_ma:1681.41 loss:-0.01646 fps:1924 +frame:6.62e+06 wall_t:3441 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.164 +2026-01-06 12:23:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1846.62 total_reward_ma:1684.39 loss:-0.01665 fps:1924 +frame:6.63e+06 wall_t:3446 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.135 +2026-01-06 12:23:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1846.18 total_reward_ma:1686.99 loss:-0.02041 fps:1925 +frame:6.64e+06 wall_t:3450 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:23:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1838.54 total_reward_ma:1689.64 loss:-0.01216 fps:1925 +frame:6.65e+06 wall_t:3455 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:23:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1878.32 total_reward_ma:1692.54 loss:-0.01958 fps:1925 +frame:6.66e+06 wall_t:3459 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.056 +2026-01-06 12:23:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1905.06 total_reward_ma:1695.64 loss:-0.009413 fps:1926 +frame:6.67e+06 wall_t:3464 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.19 +2026-01-06 12:23:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1902.90 total_reward_ma:1698.51 loss:-0.004433 fps:1926 +frame:6.68e+06 wall_t:3469 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.17 +2026-01-06 12:23:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1874.58 total_reward_ma:1701.05 loss:-0.02068 fps:1926 +frame:6.69e+06 wall_t:3473 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.183 +2026-01-06 12:23:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1915.46 total_reward_ma:1703.85 loss:-0.007356 fps:1926 +frame:6.70e+06 wall_t:3478 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:23:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1924.70 total_reward_ma:1706.52 loss:-0.01133 fps:1927 +frame:6.71e+06 wall_t:3483 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.147 +2026-01-06 12:23:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1916.46 total_reward_ma:1708.97 loss:-0.01098 fps:1927 +frame:6.72e+06 wall_t:3487 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.1 +2026-01-06 12:23:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1947.28 total_reward_ma:1711.51 loss:-0.00655 fps:1927 +frame:6.73e+06 wall_t:3492 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.116 +2026-01-06 12:23:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1926.00 total_reward_ma:1713.70 loss:-0.00769 fps:1928 +frame:6.74e+06 wall_t:3496 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.117 +2026-01-06 12:23:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1965.18 total_reward_ma:1716.10 loss:-0.003957 fps:1929 +frame:6.75e+06 wall_t:3500 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.217 +2026-01-06 12:24:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1981.30 total_reward_ma:1718.73 loss:-0.0136 fps:1929 +frame:6.76e+06 wall_t:3505 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.242 +2026-01-06 12:24:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1976.58 total_reward_ma:1721.44 loss:-0.009816 fps:1929 +frame:6.77e+06 wall_t:3509 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.159 +2026-01-06 12:24:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1963.98 total_reward_ma:1724.02 loss:-0.01094 fps:1929 +frame:6.78e+06 wall_t:3514 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.083 +2026-01-06 12:24:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1972.22 total_reward_ma:1726.78 loss:-0.01107 fps:1930 +frame:6.79e+06 wall_t:3518 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.179 +2026-01-06 12:24:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2015.90 total_reward_ma:1730.20 loss:-0.01628 fps:1930 +frame:6.80e+06 wall_t:3523 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.093 +2026-01-06 12:24:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2020.18 total_reward_ma:1733.50 loss:-0.01214 fps:1930 +frame:6.81e+06 wall_t:3528 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.089 +2026-01-06 12:24:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2030.30 total_reward_ma:1737.05 loss:-0.01642 fps:1931 +frame:6.82e+06 wall_t:3532 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.22 +2026-01-06 12:24:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2014.86 total_reward_ma:1740.82 loss:-0.004243 fps:1932 +frame:6.83e+06 wall_t:3536 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.114 +2026-01-06 12:24:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:1987.74 total_reward_ma:1744.42 loss:-0.01211 fps:1932 +frame:6.84e+06 wall_t:3541 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 12:24:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2042.36 total_reward_ma:1748.73 loss:-0.01044 fps:1932 +frame:6.85e+06 wall_t:3546 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.181 +2026-01-06 12:24:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2047.84 total_reward_ma:1752.99 loss:-0.01222 fps:1932 +frame:6.86e+06 wall_t:3551 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.258 +2026-01-06 12:24:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2065.34 total_reward_ma:1757.21 loss:-0.01383 fps:1932 +frame:6.87e+06 wall_t:3556 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.177 +2026-01-06 12:24:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2125.70 total_reward_ma:1762.42 loss:-0.01943 fps:1931 +frame:6.88e+06 wall_t:3562 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.181 +2026-01-06 12:25:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2136.54 total_reward_ma:1767.72 loss:-0.01983 fps:1932 +frame:6.89e+06 wall_t:3567 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.131 +2026-01-06 12:25:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2157.38 total_reward_ma:1773.33 loss:-0.02135 fps:1932 +frame:6.90e+06 wall_t:3572 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:25:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2170.14 total_reward_ma:1778.97 loss:-0.01903 fps:1932 +frame:6.91e+06 wall_t:3576 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.14 +2026-01-06 12:25:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2170.26 total_reward_ma:1784.89 loss:-0.01908 fps:1933 +frame:6.92e+06 wall_t:3580 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.194 +2026-01-06 12:25:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2120.64 total_reward_ma:1790.53 loss:-0.01205 fps:1933 +frame:6.93e+06 wall_t:3585 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.162 +2026-01-06 12:25:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2155.44 total_reward_ma:1796.49 loss:-0.0136 fps:1933 +frame:6.94e+06 wall_t:3590 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.144 +2026-01-06 12:25:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2156.00 total_reward_ma:1802.53 loss:-0.014 fps:1934 +frame:6.95e+06 wall_t:3594 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.071 +2026-01-06 12:25:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2252.54 total_reward_ma:1809.79 loss:-0.01453 fps:1934 +frame:6.96e+06 wall_t:3598 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.087 +2026-01-06 12:25:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2212.38 total_reward_ma:1816.95 loss:-0.01881 fps:1934 +frame:6.97e+06 wall_t:3603 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.193 +2026-01-06 12:25:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2255.56 total_reward_ma:1824.62 loss:-0.01041 fps:1935 +frame:6.98e+06 wall_t:3607 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.131 +2026-01-06 12:25:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2277.02 total_reward_ma:1831.90 loss:-0.01108 fps:1935 +frame:6.99e+06 wall_t:3612 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.104 +2026-01-06 12:25:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2287.46 total_reward_ma:1838.95 loss:-0.02192 fps:1936 +frame:7.00e+06 wall_t:3616 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:25:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2311.58 total_reward_ma:1846.63 loss:-0.0209 fps:1936 +frame:7.01e+06 wall_t:3621 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.229 +2026-01-06 12:26:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2292.42 total_reward_ma:1853.87 loss:-0.01329 fps:1936 +frame:7.02e+06 wall_t:3626 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.109 +2026-01-06 12:26:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2296.54 total_reward_ma:1861.08 loss:-0.01437 fps:1936 +frame:7.03e+06 wall_t:3631 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.158 +2026-01-06 12:26:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2291.52 total_reward_ma:1868.24 loss:-0.01831 fps:1936 +frame:7.04e+06 wall_t:3636 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.244 +2026-01-06 12:26:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2297.08 total_reward_ma:1875.38 loss:-0.0133 fps:1936 +frame:7.05e+06 wall_t:3641 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.162 +2026-01-06 12:26:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2292.84 total_reward_ma:1882.16 loss:-0.01411 fps:1936 +frame:7.06e+06 wall_t:3646 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.083 +2026-01-06 12:26:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2295.08 total_reward_ma:1889.02 loss:-0.01586 fps:1937 +frame:7.07e+06 wall_t:3650 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.142 +2026-01-06 12:26:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2284.80 total_reward_ma:1895.68 loss:-0.01522 fps:1937 +frame:7.08e+06 wall_t:3655 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.059 +2026-01-06 12:26:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2307.16 total_reward_ma:1902.37 loss:-0.01143 fps:1938 +frame:7.09e+06 wall_t:3659 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:26:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2318.76 total_reward_ma:1909.29 loss:-0.01557 fps:1938 +frame:7.10e+06 wall_t:3664 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.098 +2026-01-06 12:26:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2375.78 total_reward_ma:1916.54 loss:-0.007811 fps:1938 +frame:7.11e+06 wall_t:3669 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.065 +2026-01-06 12:26:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2421.80 total_reward_ma:1924.30 loss:-0.01433 fps:1938 +frame:7.12e+06 wall_t:3674 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.286 +2026-01-06 12:26:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2407.62 total_reward_ma:1931.56 loss:-0.01025 fps:1939 +frame:7.13e+06 wall_t:3678 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.173 +2026-01-06 12:27:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2431.66 total_reward_ma:1939.00 loss:-0.01447 fps:1939 +frame:7.14e+06 wall_t:3683 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.211 +2026-01-06 12:27:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2389.08 total_reward_ma:1945.92 loss:-0.01437 fps:1939 +frame:7.15e+06 wall_t:3688 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 12:27:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2376.80 total_reward_ma:1952.47 loss:-0.01755 fps:1939 +frame:7.16e+06 wall_t:3692 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:27:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2391.88 total_reward_ma:1959.12 loss:-0.01507 fps:1939 +frame:7.17e+06 wall_t:3697 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.138 +2026-01-06 12:27:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2332.54 total_reward_ma:1965.19 loss:-0.005516 fps:1939 +frame:7.18e+06 wall_t:3702 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.153 +2026-01-06 12:27:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2320.18 total_reward_ma:1971.20 loss:-0.01568 fps:1940 +frame:7.19e+06 wall_t:3706 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.202 +2026-01-06 12:27:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2335.74 total_reward_ma:1977.12 loss:-0.003415 fps:1940 +frame:7.20e+06 wall_t:3711 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.193 +2026-01-06 12:27:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2322.06 total_reward_ma:1982.96 loss:-0.01266 fps:1941 +frame:7.21e+06 wall_t:3715 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.236 +2026-01-06 12:27:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2244.92 total_reward_ma:1988.06 loss:-0.01749 fps:1941 +frame:7.22e+06 wall_t:3720 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.157 +2026-01-06 12:27:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2260.20 total_reward_ma:1993.21 loss:-0.01366 fps:1941 +frame:7.23e+06 wall_t:3725 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.236 +2026-01-06 12:27:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2200.26 total_reward_ma:1997.62 loss:-0.005552 fps:1942 +frame:7.24e+06 wall_t:3729 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.066 +2026-01-06 12:27:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2223.42 total_reward_ma:2001.83 loss:-0.01766 fps:1942 +frame:7.25e+06 wall_t:3733 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.246 +2026-01-06 12:27:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2207.22 total_reward_ma:2005.81 loss:-0.01774 fps:1943 +frame:7.26e+06 wall_t:3737 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.145 +2026-01-06 12:27:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2197.42 total_reward_ma:2009.49 loss:-0.01836 fps:1943 +frame:7.27e+06 wall_t:3742 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.185 +2026-01-06 12:28:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2236.54 total_reward_ma:2013.64 loss:-0.01195 fps:1943 +frame:7.28e+06 wall_t:3746 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.247 +2026-01-06 12:28:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2185.12 total_reward_ma:2017.68 loss:-0.01809 fps:1944 +frame:7.29e+06 wall_t:3750 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.229 +2026-01-06 12:28:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2187.52 total_reward_ma:2021.84 loss:-0.01926 fps:1944 +frame:7.30e+06 wall_t:3755 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.132 +2026-01-06 12:28:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2169.88 total_reward_ma:2025.83 loss:-0.003675 fps:1944 +frame:7.31e+06 wall_t:3760 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.276 +2026-01-06 12:28:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2146.76 total_reward_ma:2029.61 loss:-0.008442 fps:1944 +frame:7.32e+06 wall_t:3765 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.005 +2026-01-06 12:28:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2130.44 total_reward_ma:2033.52 loss:-0.01339 fps:1944 +frame:7.33e+06 wall_t:3770 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.09 +2026-01-06 12:28:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2129.24 total_reward_ma:2037.66 loss:-0.00719 fps:1945 +frame:7.34e+06 wall_t:3774 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.232 +2026-01-06 12:28:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2099.36 total_reward_ma:2041.81 loss:-0.0189 fps:1945 +frame:7.35e+06 wall_t:3779 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.267 +2026-01-06 12:28:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2060.18 total_reward_ma:2045.66 loss:-0.009769 fps:1946 +frame:7.36e+06 wall_t:3783 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.185 +2026-01-06 12:28:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2073.24 total_reward_ma:2049.73 loss:-0.0175 fps:1946 +frame:7.37e+06 wall_t:3788 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.229 +2026-01-06 12:28:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2069.42 total_reward_ma:2053.65 loss:-0.01221 fps:1946 +frame:7.38e+06 wall_t:3792 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.118 +2026-01-06 12:28:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2076.14 total_reward_ma:2057.57 loss:-0.01434 fps:1946 +frame:7.39e+06 wall_t:3797 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.141 +2026-01-06 12:28:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2062.94 total_reward_ma:2061.16 loss:-0.008316 fps:1946 +frame:7.40e+06 wall_t:3802 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.16 +2026-01-06 12:29:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2058.14 total_reward_ma:2064.67 loss:-0.0223 fps:1947 +frame:7.41e+06 wall_t:3806 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.27 +2026-01-06 12:29:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2070.06 total_reward_ma:2068.43 loss:-0.01686 fps:1948 +frame:7.42e+06 wall_t:3810 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.27 +2026-01-06 12:29:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2123.62 total_reward_ma:2072.64 loss:-0.01387 fps:1948 +frame:7.43e+06 wall_t:3815 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.112 +2026-01-06 12:29:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2108.26 total_reward_ma:2076.71 loss:-0.01153 fps:1948 +frame:7.44e+06 wall_t:3819 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.139 +2026-01-06 12:29:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2111.66 total_reward_ma:2080.63 loss:-0.0159 fps:1948 +frame:7.45e+06 wall_t:3824 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.215 +2026-01-06 12:29:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2109.58 total_reward_ma:2084.57 loss:-0.005249 fps:1949 +frame:7.46e+06 wall_t:3828 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.093 +2026-01-06 12:29:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2108.02 total_reward_ma:2088.68 loss:-0.01738 fps:1949 +frame:7.47e+06 wall_t:3833 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.161 +2026-01-06 12:29:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2120.34 total_reward_ma:2093.14 loss:-0.008233 fps:1949 +frame:7.48e+06 wall_t:3838 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.27 +2026-01-06 12:29:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2186.34 total_reward_ma:2098.45 loss:-0.01681 fps:1949 +frame:7.49e+06 wall_t:3843 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.079 +2026-01-06 12:29:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2182.10 total_reward_ma:2103.07 loss:-0.0004234 fps:1949 +frame:7.50e+06 wall_t:3848 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.085 +2026-01-06 12:29:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2184.54 total_reward_ma:2107.40 loss:-0.001744 fps:1950 +frame:7.51e+06 wall_t:3852 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.147 +2026-01-06 12:29:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2169.18 total_reward_ma:2111.77 loss:0.001762 fps:1950 +frame:7.52e+06 wall_t:3856 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.164 +2026-01-06 12:29:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2160.50 total_reward_ma:2115.78 loss:-0.01182 fps:1950 +frame:7.53e+06 wall_t:3861 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.113 +2026-01-06 12:30:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2174.26 total_reward_ma:2119.35 loss:-0.01519 fps:1951 +frame:7.54e+06 wall_t:3865 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.007 +2026-01-06 12:30:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2255.42 total_reward_ma:2123.82 loss:0.006354 fps:1951 +frame:7.55e+06 wall_t:3870 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.189 +2026-01-06 12:30:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2232.02 total_reward_ma:2128.05 loss:-0.01032 fps:1951 +frame:7.56e+06 wall_t:3875 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.06 +2026-01-06 12:30:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2267.78 total_reward_ma:2132.36 loss:-0.0147 fps:1952 +frame:7.57e+06 wall_t:3879 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.168 +2026-01-06 12:30:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2325.40 total_reward_ma:2137.26 loss:-0.01138 fps:1952 +frame:7.58e+06 wall_t:3884 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.167 +2026-01-06 12:30:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2316.92 total_reward_ma:2141.61 loss:-0.007224 fps:1952 +frame:7.59e+06 wall_t:3888 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.085 +2026-01-06 12:30:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2254.18 total_reward_ma:2145.38 loss:-0.01223 fps:1953 +frame:7.60e+06 wall_t:3892 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.157 +2026-01-06 12:30:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2271.22 total_reward_ma:2149.60 loss:-0.007788 fps:1953 +frame:7.61e+06 wall_t:3897 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.13 +2026-01-06 12:30:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2282.96 total_reward_ma:2154.09 loss:0.002896 fps:1953 +frame:7.62e+06 wall_t:3902 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.268 +2026-01-06 12:30:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2285.30 total_reward_ma:2158.47 loss:-0.01058 fps:1953 +frame:7.63e+06 wall_t:3906 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.257 +2026-01-06 12:30:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2279.50 total_reward_ma:2162.81 loss:-0.01456 fps:1953 +frame:7.64e+06 wall_t:3911 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.177 +2026-01-06 12:30:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2283.14 total_reward_ma:2167.25 loss:-0.01048 fps:1954 +frame:7.65e+06 wall_t:3915 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.176 +2026-01-06 12:30:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2293.46 total_reward_ma:2171.40 loss:-0.0107 fps:1954 +frame:7.66e+06 wall_t:3920 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.086 +2026-01-06 12:31:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2307.58 total_reward_ma:2175.43 loss:-0.01777 fps:1955 +frame:7.67e+06 wall_t:3924 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.15 +2026-01-06 12:31:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2336.72 total_reward_ma:2179.77 loss:-0.004173 fps:1955 +frame:7.68e+06 wall_t:3929 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.119 +2026-01-06 12:31:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2353.32 total_reward_ma:2184.55 loss:-0.009539 fps:1955 +frame:7.69e+06 wall_t:3933 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.221 +2026-01-06 12:31:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2358.64 total_reward_ma:2188.99 loss:-0.007403 fps:1956 +frame:7.70e+06 wall_t:3937 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.264 +2026-01-06 12:31:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2375.48 total_reward_ma:2193.49 loss:-0.003979 fps:1956 +frame:7.71e+06 wall_t:3942 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.232 +2026-01-06 12:31:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2393.56 total_reward_ma:2198.26 loss:-0.005411 fps:1956 +frame:7.72e+06 wall_t:3946 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.055 +2026-01-06 12:31:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2327.00 total_reward_ma:2202.06 loss:-0.01463 fps:1956 +frame:7.73e+06 wall_t:3951 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.212 +2026-01-06 12:31:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2277.52 total_reward_ma:2205.58 loss:-0.003812 fps:1957 +frame:7.74e+06 wall_t:3956 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.134 +2026-01-06 12:31:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2231.84 total_reward_ma:2208.24 loss:-0.005425 fps:1957 +frame:7.75e+06 wall_t:3960 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.074 +2026-01-06 12:31:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2219.72 total_reward_ma:2210.63 loss:-0.009607 fps:1958 +frame:7.76e+06 wall_t:3964 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.277 +2026-01-06 12:31:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2229.80 total_reward_ma:2213.16 loss:-0.01106 fps:1958 +frame:7.77e+06 wall_t:3968 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.12 +2026-01-06 12:31:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2227.12 total_reward_ma:2215.79 loss:-0.01113 fps:1958 +frame:7.78e+06 wall_t:3973 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.185 +2026-01-06 12:31:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2225.20 total_reward_ma:2218.32 loss:-0.02011 fps:1959 +frame:7.79e+06 wall_t:3977 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.184 +2026-01-06 12:32:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2194.72 total_reward_ma:2220.11 loss:-0.004715 fps:1959 +frame:7.80e+06 wall_t:3982 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.181 +2026-01-06 12:32:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2179.12 total_reward_ma:2221.70 loss:-0.00319 fps:1959 +frame:7.81e+06 wall_t:3987 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.204 +2026-01-06 12:32:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2181.76 total_reward_ma:2223.21 loss:-0.01745 fps:1959 +frame:7.82e+06 wall_t:3991 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.226 +2026-01-06 12:32:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2139.70 total_reward_ma:2224.46 loss:-0.00855 fps:1959 +frame:7.83e+06 wall_t:3996 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.185 +2026-01-06 12:32:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2169.86 total_reward_ma:2226.28 loss:-0.003911 fps:1960 +frame:7.84e+06 wall_t:4000 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.327 +2026-01-06 12:32:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2163.74 total_reward_ma:2227.50 loss:-0.01097 fps:1960 +frame:7.85e+06 wall_t:4005 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.097 +2026-01-06 12:32:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2175.94 total_reward_ma:2228.78 loss:-0.0003626 fps:1961 +frame:7.86e+06 wall_t:4009 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.199 +2026-01-06 12:32:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2143.34 total_reward_ma:2229.56 loss:-0.02 fps:1961 +frame:7.87e+06 wall_t:4014 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.116 +2026-01-06 12:32:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2145.90 total_reward_ma:2229.76 loss:-0.01135 fps:1961 +frame:7.88e+06 wall_t:4018 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.181 +2026-01-06 12:32:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2122.22 total_reward_ma:2229.62 loss:-0.008079 fps:1961 +frame:7.89e+06 wall_t:4023 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.165 +2026-01-06 12:32:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2107.82 total_reward_ma:2229.12 loss:-0.01808 fps:1961 +frame:7.90e+06 wall_t:4028 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.063 +2026-01-06 12:32:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2153.82 total_reward_ma:2228.96 loss:-0.005804 fps:1961 +frame:7.91e+06 wall_t:4033 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:32:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2148.00 total_reward_ma:2228.74 loss:-0.00909 fps:1962 +frame:7.92e+06 wall_t:4037 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.144 +2026-01-06 12:32:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2095.82 total_reward_ma:2228.49 loss:-0.01292 fps:1962 +frame:7.93e+06 wall_t:4042 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.177 +2026-01-06 12:33:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2055.10 total_reward_ma:2227.48 loss:-0.009119 fps:1962 +frame:7.94e+06 wall_t:4046 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.155 +2026-01-06 12:33:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2059.14 total_reward_ma:2226.51 loss:-0.01548 fps:1962 +frame:7.95e+06 wall_t:4051 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.145 +2026-01-06 12:33:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2029.54 total_reward_ma:2224.28 loss:0.007185 fps:1963 +frame:7.96e+06 wall_t:4056 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.11 +2026-01-06 12:33:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2030.62 total_reward_ma:2222.47 loss:-0.0193 fps:1963 +frame:7.97e+06 wall_t:4060 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:33:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2049.30 total_reward_ma:2220.40 loss:-0.01447 fps:1963 +frame:7.98e+06 wall_t:4065 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.211 +2026-01-06 12:33:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2096.02 total_reward_ma:2218.59 loss:-0.01476 fps:1963 +frame:7.99e+06 wall_t:4070 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.305 +2026-01-06 12:33:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2101.34 total_reward_ma:2216.73 loss:-0.009745 fps:1964 +frame:8.00e+06 wall_t:4074 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.24 +2026-01-06 12:33:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2093.14 total_reward_ma:2214.55 loss:-0.002862 fps:1964 +frame:8.01e+06 wall_t:4079 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.125 +2026-01-06 12:33:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2065.54 total_reward_ma:2212.28 loss:-0.002683 fps:1964 +frame:8.02e+06 wall_t:4083 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.229 +2026-01-06 12:33:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2077.04 total_reward_ma:2210.09 loss:-0.01995 fps:1964 +frame:8.03e+06 wall_t:4088 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.2 +2026-01-06 12:33:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2088.52 total_reward_ma:2208.06 loss:0.003036 fps:1965 +frame:8.04e+06 wall_t:4092 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.094 +2026-01-06 12:33:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2117.72 total_reward_ma:2206.26 loss:-0.01432 fps:1965 +frame:8.05e+06 wall_t:4097 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.086 +2026-01-06 12:33:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2146.08 total_reward_ma:2204.79 loss:-0.01989 fps:1965 +frame:8.06e+06 wall_t:4102 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.208 +2026-01-06 12:34:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2148.04 total_reward_ma:2203.32 loss:-0.007317 fps:1965 +frame:8.07e+06 wall_t:4106 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.132 +2026-01-06 12:34:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2151.20 total_reward_ma:2201.99 loss:-0.003715 fps:1966 +frame:8.08e+06 wall_t:4110 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.159 +2026-01-06 12:34:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2154.64 total_reward_ma:2200.46 loss:-0.01684 fps:1966 +frame:8.09e+06 wall_t:4115 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.124 +2026-01-06 12:34:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2141.52 total_reward_ma:2198.69 loss:-0.001095 fps:1966 +frame:8.10e+06 wall_t:4120 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:34:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2147.28 total_reward_ma:2196.41 loss:-0.009078 fps:1967 +frame:8.11e+06 wall_t:4124 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.208 +2026-01-06 12:34:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2149.62 total_reward_ma:2193.68 loss:-0.005028 fps:1967 +frame:8.12e+06 wall_t:4129 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.173 +2026-01-06 12:34:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2184.98 total_reward_ma:2191.46 loss:0.001447 fps:1967 +frame:8.13e+06 wall_t:4134 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.146 +2026-01-06 12:34:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2200.14 total_reward_ma:2189.14 loss:-0.01198 fps:1967 +frame:8.14e+06 wall_t:4139 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.26 +2026-01-06 12:34:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2213.86 total_reward_ma:2187.39 loss:-0.01143 fps:1967 +frame:8.15e+06 wall_t:4143 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.105 +2026-01-06 12:34:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2222.94 total_reward_ma:2185.85 loss:-0.006957 fps:1967 +frame:8.16e+06 wall_t:4148 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.161 +2026-01-06 12:34:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2233.46 total_reward_ma:2184.27 loss:-0.002276 fps:1968 +frame:8.17e+06 wall_t:4152 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.32 +2026-01-06 12:34:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2219.32 total_reward_ma:2183.13 loss:-0.01422 fps:1968 +frame:8.18e+06 wall_t:4157 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.125 +2026-01-06 12:34:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2222.36 total_reward_ma:2182.16 loss:-0.005228 fps:1968 +frame:8.19e+06 wall_t:4161 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.16 +2026-01-06 12:35:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2230.92 total_reward_ma:2181.11 loss:-0.01281 fps:1969 +frame:8.20e+06 wall_t:4165 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.191 +2026-01-06 12:35:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2258.96 total_reward_ma:2180.48 loss:-0.0124 fps:1969 +frame:8.21e+06 wall_t:4170 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.231 +2026-01-06 12:35:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2286.24 total_reward_ma:2180.89 loss:-0.01177 fps:1969 +frame:8.22e+06 wall_t:4175 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.018 +2026-01-06 12:35:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2341.42 total_reward_ma:2181.70 loss:-0.008068 fps:1969 +frame:8.23e+06 wall_t:4179 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.9943 +2026-01-06 12:35:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2343.06 total_reward_ma:2183.13 loss:-0.00869 fps:1969 +frame:8.24e+06 wall_t:4184 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.149 +2026-01-06 12:35:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2346.02 total_reward_ma:2184.36 loss:-0.01463 fps:1970 +frame:8.25e+06 wall_t:4188 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.134 +2026-01-06 12:35:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2347.10 total_reward_ma:2185.76 loss:-0.006076 fps:1970 +frame:8.26e+06 wall_t:4193 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:35:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2338.74 total_reward_ma:2187.17 loss:-0.01797 fps:1970 +frame:8.27e+06 wall_t:4197 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.183 +2026-01-06 12:35:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2364.24 total_reward_ma:2188.45 loss:-0.01651 fps:1971 +frame:8.28e+06 wall_t:4201 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.229 +2026-01-06 12:35:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2407.44 total_reward_ma:2190.67 loss:-0.01098 fps:1971 +frame:8.29e+06 wall_t:4206 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.171 +2026-01-06 12:35:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2426.52 total_reward_ma:2193.06 loss:-0.01749 fps:1971 +frame:8.30e+06 wall_t:4211 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 12:35:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2422.38 total_reward_ma:2195.58 loss:0.003202 fps:1972 +frame:8.31e+06 wall_t:4215 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.267 +2026-01-06 12:35:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2387.54 total_reward_ma:2197.99 loss:-0.01503 fps:1972 +frame:8.32e+06 wall_t:4219 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.163 +2026-01-06 12:36:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2389.78 total_reward_ma:2200.58 loss:-0.01832 fps:1972 +frame:8.33e+06 wall_t:4224 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.173 +2026-01-06 12:36:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2382.38 total_reward_ma:2203.12 loss:-0.0184 fps:1972 +frame:8.34e+06 wall_t:4229 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.122 +2026-01-06 12:36:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2379.30 total_reward_ma:2205.92 loss:-0.01057 fps:1973 +frame:8.35e+06 wall_t:4233 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.067 +2026-01-06 12:36:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2434.42 total_reward_ma:2209.66 loss:0.004652 fps:1973 +frame:8.36e+06 wall_t:4238 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.303 +2026-01-06 12:36:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2434.74 total_reward_ma:2213.27 loss:-0.00271 fps:1973 +frame:8.37e+06 wall_t:4242 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.206 +2026-01-06 12:36:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2401.90 total_reward_ma:2216.60 loss:-0.01925 fps:1974 +frame:8.38e+06 wall_t:4246 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:36:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2384.52 total_reward_ma:2219.68 loss:-0.01955 fps:1974 +frame:8.39e+06 wall_t:4251 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.243 +2026-01-06 12:36:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2392.48 total_reward_ma:2222.98 loss:-0.01457 fps:1974 +frame:8.40e+06 wall_t:4255 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.094 +2026-01-06 12:36:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2369.24 total_reward_ma:2226.09 loss:-0.009527 fps:1974 +frame:8.41e+06 wall_t:4260 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.012 +2026-01-06 12:36:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2408.00 total_reward_ma:2229.47 loss:0.005922 fps:1975 +frame:8.42e+06 wall_t:4264 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.157 +2026-01-06 12:36:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2477.02 total_reward_ma:2233.00 loss:-0.01259 fps:1975 +frame:8.43e+06 wall_t:4269 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.044 +2026-01-06 12:36:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2480.38 total_reward_ma:2236.72 loss:0.007897 fps:1975 +frame:8.44e+06 wall_t:4274 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 12:36:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2471.46 total_reward_ma:2240.32 loss:-0.01328 fps:1975 +frame:8.45e+06 wall_t:4278 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.059 +2026-01-06 12:37:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2468.02 total_reward_ma:2243.91 loss:-0.006102 fps:1976 +frame:8.46e+06 wall_t:4282 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.236 +2026-01-06 12:37:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2460.34 total_reward_ma:2247.43 loss:-0.000338 fps:1976 +frame:8.47e+06 wall_t:4287 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.072 +2026-01-06 12:37:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2437.38 total_reward_ma:2250.60 loss:-0.001181 fps:1976 +frame:8.48e+06 wall_t:4291 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.313 +2026-01-06 12:37:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2463.24 total_reward_ma:2253.37 loss:-0.002713 fps:1976 +frame:8.49e+06 wall_t:4296 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.16 +2026-01-06 12:37:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2491.14 total_reward_ma:2256.46 loss:-0.00695 fps:1977 +frame:8.50e+06 wall_t:4300 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.163 +2026-01-06 12:37:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2449.36 total_reward_ma:2259.11 loss:-0.006817 fps:1977 +frame:8.51e+06 wall_t:4305 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.163 +2026-01-06 12:37:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2479.92 total_reward_ma:2262.21 loss:-0.01731 fps:1977 +frame:8.52e+06 wall_t:4310 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.205 +2026-01-06 12:37:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2473.44 total_reward_ma:2265.34 loss:-0.01276 fps:1977 +frame:8.53e+06 wall_t:4314 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.137 +2026-01-06 12:37:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2477.64 total_reward_ma:2268.38 loss:-0.001658 fps:1978 +frame:8.54e+06 wall_t:4318 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.129 +2026-01-06 12:37:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2489.52 total_reward_ma:2270.72 loss:0.002855 fps:1978 +frame:8.55e+06 wall_t:4323 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:37:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2441.50 total_reward_ma:2272.81 loss:-0.002473 fps:1978 +frame:8.56e+06 wall_t:4328 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.316 +2026-01-06 12:37:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2493.94 total_reward_ma:2275.07 loss:-0.002264 fps:1978 +frame:8.57e+06 wall_t:4332 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.175 +2026-01-06 12:37:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2485.36 total_reward_ma:2276.67 loss:-0.00725 fps:1978 +frame:8.58e+06 wall_t:4337 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.075 +2026-01-06 12:37:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2485.56 total_reward_ma:2278.36 loss:-0.006044 fps:1979 +frame:8.59e+06 wall_t:4341 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.287 +2026-01-06 12:38:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2476.76 total_reward_ma:2280.59 loss:-0.01509 fps:1979 +frame:8.60e+06 wall_t:4346 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.177 +2026-01-06 12:38:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2475.44 total_reward_ma:2282.63 loss:-0.009201 fps:1979 +frame:8.61e+06 wall_t:4351 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.236 +2026-01-06 12:38:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2467.16 total_reward_ma:2284.47 loss:-0.009617 fps:1979 +frame:8.62e+06 wall_t:4355 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.146 +2026-01-06 12:38:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2416.96 total_reward_ma:2285.79 loss:-0.008581 fps:1979 +frame:8.63e+06 wall_t:4360 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.168 +2026-01-06 12:38:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2355.28 total_reward_ma:2286.54 loss:-0.01494 fps:1980 +frame:8.64e+06 wall_t:4364 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 12:38:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2355.28 total_reward_ma:2287.27 loss:0.0003137 fps:1980 +frame:8.65e+06 wall_t:4369 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.126 +2026-01-06 12:38:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2355.28 total_reward_ma:2287.88 loss:-0.01317 fps:1980 +frame:8.66e+06 wall_t:4374 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.142 +2026-01-06 12:38:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2371.62 total_reward_ma:2288.52 loss:0.007023 fps:1980 +frame:8.67e+06 wall_t:4378 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.087 +2026-01-06 12:38:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2355.18 total_reward_ma:2288.71 loss:-0.005833 fps:1981 +frame:8.68e+06 wall_t:4382 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.157 +2026-01-06 12:38:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2379.10 total_reward_ma:2288.97 loss:-0.007978 fps:1981 +frame:8.69e+06 wall_t:4387 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.216 +2026-01-06 12:38:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2340.66 total_reward_ma:2288.79 loss:-0.01749 fps:1981 +frame:8.70e+06 wall_t:4391 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.229 +2026-01-06 12:38:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2322.20 total_reward_ma:2288.25 loss:-0.006485 fps:1982 +frame:8.71e+06 wall_t:4395 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.145 +2026-01-06 12:38:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2317.00 total_reward_ma:2287.49 loss:-0.009787 fps:1982 +frame:8.72e+06 wall_t:4400 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 12:39:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2334.72 total_reward_ma:2287.57 loss:-0.01358 fps:1982 +frame:8.73e+06 wall_t:4404 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.132 +2026-01-06 12:39:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2333.04 total_reward_ma:2288.12 loss:-0.01099 fps:1982 +frame:8.74e+06 wall_t:4409 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.074 +2026-01-06 12:39:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2339.60 total_reward_ma:2289.20 loss:0.001587 fps:1983 +frame:8.75e+06 wall_t:4413 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.135 +2026-01-06 12:39:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2277.56 total_reward_ma:2289.78 loss:0.001203 fps:1983 +frame:8.76e+06 wall_t:4418 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.198 +2026-01-06 12:39:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2293.60 total_reward_ma:2290.42 loss:-0.009551 fps:1983 +frame:8.77e+06 wall_t:4423 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.185 +2026-01-06 12:39:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2348.76 total_reward_ma:2291.63 loss:-0.01002 fps:1983 +frame:8.78e+06 wall_t:4427 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.161 +2026-01-06 12:39:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2343.64 total_reward_ma:2292.82 loss:-0.01185 fps:1984 +frame:8.79e+06 wall_t:4431 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.133 +2026-01-06 12:39:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2339.64 total_reward_ma:2294.27 loss:-0.01147 fps:1984 +frame:8.80e+06 wall_t:4435 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.104 +2026-01-06 12:39:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2342.84 total_reward_ma:2295.90 loss:-0.002993 fps:1984 +frame:8.81e+06 wall_t:4440 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.105 +2026-01-06 12:39:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2354.64 total_reward_ma:2297.63 loss:-0.003229 fps:1984 +frame:8.82e+06 wall_t:4445 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.139 +2026-01-06 12:39:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2301.28 total_reward_ma:2299.25 loss:-0.00135 fps:1985 +frame:8.83e+06 wall_t:4449 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.131 +2026-01-06 12:39:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2279.70 total_reward_ma:2300.35 loss:-0.009904 fps:1985 +frame:8.84e+06 wall_t:4453 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.108 +2026-01-06 12:39:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2267.78 total_reward_ma:2301.39 loss:-0.003184 fps:1985 +frame:8.85e+06 wall_t:4458 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.192 +2026-01-06 12:40:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2258.06 total_reward_ma:2302.21 loss:-0.01175 fps:1986 +frame:8.86e+06 wall_t:4462 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.175 +2026-01-06 12:40:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2315.12 total_reward_ma:2303.93 loss:0.005853 fps:1986 +frame:8.87e+06 wall_t:4467 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.15 +2026-01-06 12:40:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2386.52 total_reward_ma:2306.33 loss:0.007633 fps:1986 +frame:8.88e+06 wall_t:4471 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 12:40:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2391.20 total_reward_ma:2309.02 loss:-0.01147 fps:1987 +frame:8.89e+06 wall_t:4475 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.097 +2026-01-06 12:40:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2426.40 total_reward_ma:2312.21 loss:-0.0104 fps:1987 +frame:8.90e+06 wall_t:4480 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.14 +2026-01-06 12:40:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2441.44 total_reward_ma:2315.08 loss:-0.008413 fps:1987 +frame:8.91e+06 wall_t:4484 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.17 +2026-01-06 12:40:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2411.58 total_reward_ma:2317.72 loss:-0.003607 fps:1987 +frame:8.92e+06 wall_t:4489 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.172 +2026-01-06 12:40:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2438.42 total_reward_ma:2321.14 loss:-0.01513 fps:1988 +frame:8.93e+06 wall_t:4493 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.225 +2026-01-06 12:40:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2453.02 total_reward_ma:2325.12 loss:-0.012 fps:1988 +frame:8.94e+06 wall_t:4498 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.152 +2026-01-06 12:40:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2391.02 total_reward_ma:2328.44 loss:0.01485 fps:1988 +frame:8.95e+06 wall_t:4502 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.216 +2026-01-06 12:40:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2422.50 total_reward_ma:2332.37 loss:-0.00867 fps:1988 +frame:8.96e+06 wall_t:4507 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.226 +2026-01-06 12:40:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2435.50 total_reward_ma:2336.42 loss:-0.01115 fps:1988 +frame:8.97e+06 wall_t:4511 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.19 +2026-01-06 12:40:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2434.34 total_reward_ma:2340.27 loss:-0.004266 fps:1988 +frame:8.98e+06 wall_t:4516 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:40:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2408.82 total_reward_ma:2343.40 loss:-0.00201 fps:1989 +frame:8.99e+06 wall_t:4520 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.164 +2026-01-06 12:41:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2360.90 total_reward_ma:2346.00 loss:0.003656 fps:1989 +frame:9.00e+06 wall_t:4525 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.168 +2026-01-06 12:41:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2418.90 total_reward_ma:2349.25 loss:-0.0163 fps:1989 +frame:9.01e+06 wall_t:4530 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.228 +2026-01-06 12:41:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2404.74 total_reward_ma:2352.64 loss:-0.01463 fps:1989 +frame:9.02e+06 wall_t:4534 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.165 +2026-01-06 12:41:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2378.34 total_reward_ma:2355.66 loss:-0.005867 fps:1990 +frame:9.03e+06 wall_t:4538 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.178 +2026-01-06 12:41:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2410.60 total_reward_ma:2358.88 loss:-0.002507 fps:1990 +frame:9.04e+06 wall_t:4543 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.13 +2026-01-06 12:41:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2395.96 total_reward_ma:2361.66 loss:-0.006728 fps:1990 +frame:9.05e+06 wall_t:4547 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.105 +2026-01-06 12:41:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2345.56 total_reward_ma:2363.66 loss:0.005109 fps:1991 +frame:9.06e+06 wall_t:4551 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.105 +2026-01-06 12:41:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2373.60 total_reward_ma:2365.91 loss:-0.007933 fps:1991 +frame:9.07e+06 wall_t:4556 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.167 +2026-01-06 12:41:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2358.12 total_reward_ma:2367.98 loss:-0.01197 fps:1991 +frame:9.08e+06 wall_t:4560 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.172 +2026-01-06 12:41:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2347.56 total_reward_ma:2369.91 loss:-0.01286 fps:1991 +frame:9.09e+06 wall_t:4565 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.19 +2026-01-06 12:41:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2333.04 total_reward_ma:2371.82 loss:-0.01217 fps:1991 +frame:9.10e+06 wall_t:4570 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.162 +2026-01-06 12:41:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2349.96 total_reward_ma:2373.85 loss:-8.674e-05 fps:1991 +frame:9.11e+06 wall_t:4575 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.288 +2026-01-06 12:41:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2379.44 total_reward_ma:2376.15 loss:-0.009363 fps:1991 +frame:9.12e+06 wall_t:4580 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.147 +2026-01-06 12:42:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2361.94 total_reward_ma:2377.92 loss:0.003484 fps:1991 +frame:9.13e+06 wall_t:4585 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.18 +2026-01-06 12:42:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2355.60 total_reward_ma:2379.47 loss:-0.005549 fps:1992 +frame:9.14e+06 wall_t:4589 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.154 +2026-01-06 12:42:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2332.04 total_reward_ma:2380.66 loss:-0.008188 fps:1992 +frame:9.15e+06 wall_t:4593 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.035 +2026-01-06 12:42:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2331.40 total_reward_ma:2381.74 loss:0.006751 fps:1992 +frame:9.16e+06 wall_t:4598 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.171 +2026-01-06 12:42:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2344.72 total_reward_ma:2382.85 loss:-0.006086 fps:1993 +frame:9.17e+06 wall_t:4602 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.188 +2026-01-06 12:42:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2386.08 total_reward_ma:2384.52 loss:0.0005556 fps:1993 +frame:9.18e+06 wall_t:4607 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.146 +2026-01-06 12:42:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2408.96 total_reward_ma:2386.39 loss:-0.007301 fps:1993 +frame:9.19e+06 wall_t:4611 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.29 +2026-01-06 12:42:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2461.98 total_reward_ma:2388.70 loss:-0.002044 fps:1993 +frame:9.20e+06 wall_t:4616 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.101 +2026-01-06 12:42:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2455.34 total_reward_ma:2390.66 loss:-0.0004972 fps:1994 +frame:9.21e+06 wall_t:4620 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.184 +2026-01-06 12:42:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2515.16 total_reward_ma:2392.95 loss:0.004799 fps:1994 +frame:9.22e+06 wall_t:4624 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.264 +2026-01-06 12:42:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2494.84 total_reward_ma:2394.48 loss:-0.008845 fps:1994 +frame:9.23e+06 wall_t:4629 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.251 +2026-01-06 12:42:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2513.74 total_reward_ma:2396.19 loss:-0.004279 fps:1994 +frame:9.24e+06 wall_t:4633 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.262 +2026-01-06 12:42:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2489.48 total_reward_ma:2397.63 loss:-0.001292 fps:1995 +frame:9.25e+06 wall_t:4637 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.191 +2026-01-06 12:42:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2474.96 total_reward_ma:2398.90 loss:-0.01174 fps:1995 +frame:9.26e+06 wall_t:4641 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.398 +2026-01-06 12:43:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2518.80 total_reward_ma:2400.71 loss:-0.0032 fps:1995 +frame:9.27e+06 wall_t:4646 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.228 +2026-01-06 12:43:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2522.80 total_reward_ma:2402.29 loss:-0.009202 fps:1995 +frame:9.28e+06 wall_t:4651 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.218 +2026-01-06 12:43:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2527.24 total_reward_ma:2403.49 loss:-0.01141 fps:1995 +frame:9.29e+06 wall_t:4656 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.209 +2026-01-06 12:43:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2555.44 total_reward_ma:2404.78 loss:-0.004269 fps:1996 +frame:9.30e+06 wall_t:4660 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.13 +2026-01-06 12:43:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2573.48 total_reward_ma:2406.29 loss:-0.001914 fps:1996 +frame:9.31e+06 wall_t:4664 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.312 +2026-01-06 12:43:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2563.22 total_reward_ma:2408.05 loss:-0.008542 fps:1997 +frame:9.32e+06 wall_t:4668 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.161 +2026-01-06 12:43:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2583.92 total_reward_ma:2409.99 loss:-0.007741 fps:1997 +frame:9.33e+06 wall_t:4673 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.233 +2026-01-06 12:43:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2606.74 total_reward_ma:2412.23 loss:-0.004724 fps:1997 +frame:9.34e+06 wall_t:4677 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.058 +2026-01-06 12:43:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2606.74 total_reward_ma:2414.50 loss:0.007037 fps:1997 +frame:9.35e+06 wall_t:4682 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.118 +2026-01-06 12:43:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2585.54 total_reward_ma:2416.02 loss:-0.006971 fps:1997 +frame:9.36e+06 wall_t:4686 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.14 +2026-01-06 12:43:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2630.58 total_reward_ma:2417.97 loss:0.00203 fps:1997 +frame:9.37e+06 wall_t:4691 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.266 +2026-01-06 12:43:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2659.38 total_reward_ma:2420.55 loss:-0.00719 fps:1998 +frame:9.38e+06 wall_t:4695 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 12:43:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2603.50 total_reward_ma:2422.74 loss:0.008838 fps:1998 +frame:9.39e+06 wall_t:4699 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.21 +2026-01-06 12:44:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2643.38 total_reward_ma:2425.25 loss:-0.005668 fps:1999 +frame:9.40e+06 wall_t:4703 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.12 +2026-01-06 12:44:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2619.96 total_reward_ma:2427.76 loss:0.002218 fps:1999 +frame:9.41e+06 wall_t:4708 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 12:44:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2601.66 total_reward_ma:2429.69 loss:-0.009503 fps:1999 +frame:9.42e+06 wall_t:4712 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.246 +2026-01-06 12:44:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2572.34 total_reward_ma:2430.65 loss:-0.009708 fps:1999 +frame:9.43e+06 wall_t:4717 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 12:44:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2488.26 total_reward_ma:2430.72 loss:-0.009666 fps:2000 +frame:9.44e+06 wall_t:4721 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.217 +2026-01-06 12:44:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2497.74 total_reward_ma:2430.99 loss:0.003661 fps:2000 +frame:9.45e+06 wall_t:4726 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.19 +2026-01-06 12:44:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2517.60 total_reward_ma:2431.48 loss:-0.00847 fps:2000 +frame:9.46e+06 wall_t:4731 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.276 +2026-01-06 12:44:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2538.86 total_reward_ma:2432.27 loss:-0.004543 fps:2000 +frame:9.47e+06 wall_t:4735 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.133 +2026-01-06 12:44:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2512.56 total_reward_ma:2433.02 loss:0.0007185 fps:2000 +frame:9.48e+06 wall_t:4739 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.353 +2026-01-06 12:44:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2484.98 total_reward_ma:2433.24 loss:-0.003477 fps:2000 +frame:9.49e+06 wall_t:4744 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.1 +2026-01-06 12:44:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2527.30 total_reward_ma:2433.60 loss:-0.0001151 fps:2001 +frame:9.50e+06 wall_t:4748 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.222 +2026-01-06 12:44:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2487.40 total_reward_ma:2433.98 loss:-0.002634 fps:2001 +frame:9.51e+06 wall_t:4753 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.246 +2026-01-06 12:44:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2500.40 total_reward_ma:2434.18 loss:0.001662 fps:2001 +frame:9.52e+06 wall_t:4757 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.114 +2026-01-06 12:44:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2466.42 total_reward_ma:2434.11 loss:-0.004245 fps:2002 +frame:9.53e+06 wall_t:4761 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.314 +2026-01-06 12:45:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2447.30 total_reward_ma:2433.81 loss:-0.008792 fps:2002 +frame:9.54e+06 wall_t:4766 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.302 +2026-01-06 12:45:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2447.30 total_reward_ma:2433.39 loss:0.005987 fps:2002 +frame:9.55e+06 wall_t:4770 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.241 +2026-01-06 12:45:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2483.90 total_reward_ma:2433.81 loss:0.004673 fps:2003 +frame:9.56e+06 wall_t:4774 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 12:45:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2488.46 total_reward_ma:2433.76 loss:7.324e-05 fps:2003 +frame:9.57e+06 wall_t:4779 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.089 +2026-01-06 12:45:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2486.86 total_reward_ma:2433.77 loss:-0.00322 fps:2003 +frame:9.58e+06 wall_t:4783 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.213 +2026-01-06 12:45:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2489.66 total_reward_ma:2433.81 loss:-0.0062 fps:2003 +frame:9.59e+06 wall_t:4788 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.168 +2026-01-06 12:45:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2553.22 total_reward_ma:2434.58 loss:-0.003389 fps:2003 +frame:9.60e+06 wall_t:4792 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.156 +2026-01-06 12:45:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2570.52 total_reward_ma:2435.53 loss:-0.005955 fps:2004 +frame:9.61e+06 wall_t:4796 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.367 +2026-01-06 12:45:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2608.14 total_reward_ma:2436.94 loss:-0.002082 fps:2004 +frame:9.62e+06 wall_t:4801 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.271 +2026-01-06 12:45:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2566.08 total_reward_ma:2438.43 loss:0.002772 fps:2004 +frame:9.63e+06 wall_t:4805 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.366 +2026-01-06 12:45:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2618.04 total_reward_ma:2441.06 loss:0.0009615 fps:2004 +frame:9.64e+06 wall_t:4810 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.097 +2026-01-06 12:45:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2636.76 total_reward_ma:2443.87 loss:0.000879 fps:2005 +frame:9.65e+06 wall_t:4814 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.139 +2026-01-06 12:45:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2633.96 total_reward_ma:2446.66 loss:-0.003403 fps:2005 +frame:9.66e+06 wall_t:4818 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.287 +2026-01-06 12:46:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2644.68 total_reward_ma:2449.39 loss:0.003885 fps:2005 +frame:9.67e+06 wall_t:4823 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.237 +2026-01-06 12:46:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2666.32 total_reward_ma:2452.50 loss:-0.004954 fps:2005 +frame:9.68e+06 wall_t:4828 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.136 +2026-01-06 12:46:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2680.84 total_reward_ma:2455.52 loss:0.02796 fps:2005 +frame:9.69e+06 wall_t:4833 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.16 +2026-01-06 12:46:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2656.62 total_reward_ma:2458.68 loss:-0.001093 fps:2005 +frame:9.70e+06 wall_t:4837 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.158 +2026-01-06 12:46:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2662.14 total_reward_ma:2462.08 loss:-0.007538 fps:2005 +frame:9.71e+06 wall_t:4842 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.278 +2026-01-06 12:46:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2669.22 total_reward_ma:2465.60 loss:-0.00442 fps:2006 +frame:9.72e+06 wall_t:4846 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.223 +2026-01-06 12:46:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2687.86 total_reward_ma:2469.13 loss:-0.005037 fps:2006 +frame:9.73e+06 wall_t:4850 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.237 +2026-01-06 12:46:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2746.98 total_reward_ma:2473.27 loss:-0.001641 fps:2006 +frame:9.74e+06 wall_t:4855 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.216 +2026-01-06 12:46:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2791.84 total_reward_ma:2477.79 loss:0.007855 fps:2006 +frame:9.75e+06 wall_t:4860 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.165 +2026-01-06 12:46:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2775.04 total_reward_ma:2482.77 loss:-0.004063 fps:2007 +frame:9.76e+06 wall_t:4864 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.212 +2026-01-06 12:46:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2767.84 total_reward_ma:2487.51 loss:0.002054 fps:2007 +frame:9.77e+06 wall_t:4869 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.277 +2026-01-06 12:46:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2722.84 total_reward_ma:2491.25 loss:0.01186 fps:2007 +frame:9.78e+06 wall_t:4873 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.193 +2026-01-06 12:46:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2774.68 total_reward_ma:2495.56 loss:0.01836 fps:2007 +frame:9.79e+06 wall_t:4878 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.309 +2026-01-06 12:47:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2777.68 total_reward_ma:2499.94 loss:-0.006994 fps:2007 +frame:9.80e+06 wall_t:4882 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.309 +2026-01-06 12:47:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2788.92 total_reward_ma:2504.40 loss:0.002207 fps:2007 +frame:9.81e+06 wall_t:4887 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.237 +2026-01-06 12:47:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2793.68 total_reward_ma:2508.79 loss:0.007417 fps:2007 +frame:9.82e+06 wall_t:4892 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.256 +2026-01-06 12:47:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2793.68 total_reward_ma:2513.72 loss:0.01013 fps:2008 +frame:9.83e+06 wall_t:4896 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.093 +2026-01-06 12:47:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2809.80 total_reward_ma:2519.02 loss:0.006204 fps:2008 +frame:9.84e+06 wall_t:4901 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.256 +2026-01-06 12:47:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2816.94 total_reward_ma:2524.51 loss:0.004855 fps:2008 +frame:9.85e+06 wall_t:4906 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.305 +2026-01-06 12:47:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2841.10 total_reward_ma:2530.34 loss:-0.004182 fps:2008 +frame:9.86e+06 wall_t:4911 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.314 +2026-01-06 12:47:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2791.58 total_reward_ma:2535.10 loss:0.001409 fps:2008 +frame:9.87e+06 wall_t:4916 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.264 +2026-01-06 12:47:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2787.20 total_reward_ma:2539.11 loss:0.01139 fps:2008 +frame:9.88e+06 wall_t:4921 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.079 +2026-01-06 12:47:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2750.44 total_reward_ma:2542.70 loss:0.01087 fps:2008 +frame:9.89e+06 wall_t:4925 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.251 +2026-01-06 12:47:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2699.46 total_reward_ma:2545.43 loss:0.003534 fps:2009 +frame:9.90e+06 wall_t:4929 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.175 +2026-01-06 12:47:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2701.86 total_reward_ma:2548.04 loss:0.001069 fps:2009 +frame:9.91e+06 wall_t:4934 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.35 +2026-01-06 12:47:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2732.08 total_reward_ma:2551.24 loss:0.000291 fps:2009 +frame:9.92e+06 wall_t:4938 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.209 +2026-01-06 12:48:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2695.52 total_reward_ma:2553.81 loss:0.001069 fps:2009 +frame:9.93e+06 wall_t:4942 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.245 +2026-01-06 12:48:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2663.00 total_reward_ma:2555.91 loss:0.0002445 fps:2010 +frame:9.94e+06 wall_t:4946 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.186 +2026-01-06 12:48:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2655.92 total_reward_ma:2558.56 loss:0.003891 fps:2010 +frame:9.95e+06 wall_t:4950 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.368 +2026-01-06 12:48:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2697.18 total_reward_ma:2561.31 loss:0.007484 fps:2011 +frame:9.96e+06 wall_t:4953 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.345 +2026-01-06 12:48:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2712.06 total_reward_ma:2564.08 loss:0.006851 fps:2011 +frame:9.97e+06 wall_t:4957 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.25 +2026-01-06 12:48:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2728.50 total_reward_ma:2567.02 loss:0.01042 fps:2012 +frame:9.98e+06 wall_t:4960 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.211 +2026-01-06 12:48:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2747.74 total_reward_ma:2570.41 loss:0.0114 fps:2013 +frame:9.99e+06 wall_t:4963 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.187 +2026-01-06 12:48:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_beamrider_t0_s3 [train] +total_reward:2782.12 total_reward_ma:2574.62 loss:0.007418 fps:2014 +frame:1.00e+07 wall_t:4966 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.17 +2026-01-06 12:48:24 | INFO | PID:1373 | slm_lab.lib.logger:info | Session 3 done diff --git 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