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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s0_session_metrics_scalar_train.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s0_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..23abbbff8dc569ae6e57ebb4830d1e7f74d21a08
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s0_session_metrics_scalar_train.json
@@ -0,0 +1,9 @@
+{
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+  "strength": 1525.035888671875,
+  "max_strength": 2304.099853515625,
+  "final_strength": 2304.099853515625,
+  "sample_efficiency": 4.269612929874711e-07,
+  "training_efficiency": 2.739837691478897e-05,
+  "stability": 0.9922621846199036
+}
\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s0_session_metrics_train.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s0_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..eee33fdc1d31fbcaa06f2df21ffad66f21a53f32
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s0_session_metrics_train.json
@@ -0,0 +1,5003 @@
+{
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_df_eval.csv b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_df_eval.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee069e78cb7336894cb30f80f44e159c6d34bb34
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_df_eval.csv
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+1877.5,1920.048,0.032794047,802.99915,6640000.0,8269.0,415000.0,,103744.0,8.40096e-05,0.1,0.97376025
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+2027.4,1922.597,0.22228605,801.48114,6710000.0,8372.0,419375.0,,104832.0,8.22688e-05,0.1,0.8792218
+2052.9,1924.702,0.18847227,801.52673,6720000.0,8384.0,420000.0,,104992.0,8.20128e-05,0.1,0.94992244
+2039.7,1927.009,0.23218456,801.1905,6730000.0,8400.0,420625.0,,105152.0,8.17568e-05,0.1,1.0758866
+2030.0,1929.1151,0.10065517,800.8555,6740000.0,8416.0,421250.0,,105312.0,8.15008e-05,0.1,1.0263613
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+1980.6,1937.505,0.09955042,799.8118,6800000.0,8502.0,425000.0,,106240.0,8.0016e-05,0.1,1.0277733
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+2029.1,1940.325,0.14930806,799.25,6820000.0,8533.0,426250.0,,106560.0,7.9504e-05,0.1,0.990317
+2017.0,1942.0339,0.19930221,799.01733,6830000.0,8548.0,426875.0,,106688.0,7.92992e-05,0.1,0.90566516
+2055.0,1943.894,0.14722584,799.0654,6840000.0,8560.0,427500.0,,106848.0,7.90432e-05,0.1,0.97440875
+2079.0,1945.7769,0.07491483,799.29987,6850000.0,8570.0,428125.0,,107008.0,7.87872e-05,0.1,0.9369865
+2092.7,1947.38,0.07372055,798.9751,6860000.0,8586.0,428750.0,,107168.0,7.85312e-05,0.1,0.9340421
+2119.8,1949.26,0.12601978,799.11597,6870000.0,8597.0,429375.0,,107328.0,7.82752e-05,0.1,0.87207556
+2152.3,1951.662,0.24331719,798.88525,6880000.0,8612.0,430000.0,,107488.0,7.80192e-05,0.1,0.8592931
+2106.1,1953.568,0.14835696,798.8406,6890000.0,8625.0,430625.0,,107648.0,7.77632e-05,0.1,0.9604779
+2097.2,1955.0989,0.1384397,798.4263,6900000.0,8642.0,431250.0,,107808.0,7.75072e-05,0.1,0.85282576
+2055.9,1956.5819,0.13317563,798.38245,6910000.0,8655.0,431875.0,,107968.0,7.72512e-05,0.1,0.8465363
+2094.1,1958.28,0.17308056,798.24664,6920000.0,8669.0,432500.0,,108096.0,7.70464e-05,0.1,0.8586416
+2099.0,1960.322,0.22644594,798.2951,6930000.0,8681.0,433125.0,,108256.0,7.67904e-05,0.1,0.85221195
+2062.5,1962.2429,0.115342245,797.8846,6940000.0,8698.0,433750.0,,108416.0,7.65344e-05,0.1,0.96731365
+2027.9,1963.5359,0.0651001,797.56714,6950000.0,8714.0,434375.0,,108576.0,7.62784e-05,0.1,0.98663604
+1994.1,1964.3718,0.14404052,797.25085,6960000.0,8730.0,435000.0,,108736.0,7.60224e-05,0.1,0.83220875
+1997.7,1965.342,0.1594681,797.02686,6970000.0,8745.0,435625.0,,108896.0,7.57664e-05,0.1,0.83968467
+1986.5,1965.84,0.082932115,796.9856,6980000.0,8758.0,436250.0,,109056.0,7.55104e-05,0.1,1.0733987
+2016.8,1966.3369,0.2009987,797.03534,6990000.0,8770.0,436875.0,,109216.0,7.52544e-05,0.1,0.95663357
+2000.1,1966.746,0.11691741,797.1757,7000000.0,8781.0,437500.0,,109344.0,7.50496e-05,0.1,0.9546801
+1990.5,1966.8389,0.18229938,796.86255,7010000.0,8797.0,438125.0,,109504.0,7.47936e-05,0.1,0.8509128
+1970.4,1966.577,0.062618636,796.7314,7020000.0,8811.0,438750.0,,109664.0,7.45376e-05,0.1,1.1153765
+1987.2,1966.6211,0.12138869,796.4201,7030000.0,8827.0,439375.0,,109824.0,7.42816e-05,0.1,1.0394392
+1995.5,1966.7861,0.15593837,796.4702,7040000.0,8839.0,440000.0,,109984.0,7.40256e-05,0.1,0.85044086
+2005.4,1966.7102,0.21737848,796.4302,7050000.0,8852.0,440625.0,,110144.0,7.37696e-05,0.1,0.85492355
+2025.4,1966.9402,0.124434225,796.3903,7060000.0,8865.0,441250.0,,110304.0,7.35136e-05,0.1,1.065831
+2034.8,1967.7601,0.069431536,796.26086,7070000.0,8879.0,441875.0,,110464.0,7.32576e-05,0.1,0.90594447
+2031.2,1968.5641,0.1304993,796.40045,7080000.0,8890.0,442500.0,,110624.0,7.30016e-05,0.1,1.0266628
+2067.9,1969.7522,0.19276941,796.18195,7090000.0,8905.0,443125.0,,110752.0,7.27968e-05,0.1,0.9703468
+2070.3,1971.083,0.16201061,795.9641,7100000.0,8920.0,443750.0,,110912.0,7.25408e-05,0.1,1.0505676
+2068.8,1972.347,0.21217507,795.658,7110000.0,8936.0,444375.0,,111072.0,7.22848e-05,0.1,1.061017
+2062.7,1973.3241,0.16369331,795.6196,7120000.0,8949.0,445000.0,,111232.0,7.20288e-05,0.1,0.9188042
+2072.7,1974.4319,0.11762744,795.3151,7130000.0,8965.0,445625.0,,111392.0,7.17728e-05,0.1,0.8932195
+2103.0,1975.918,0.10895352,795.27734,7140000.0,8978.0,446250.0,,111552.0,7.15168e-05,0.1,0.87961435
+2120.8,1977.605,0.10052716,795.2397,7150000.0,8991.0,446875.0,,111712.0,7.12608e-05,0.1,0.97345304
+2116.6,1979.702,0.16965204,794.849,7160000.0,9008.0,447500.0,,111872.0,7.10048e-05,0.1,0.98386014
+2087.2,1981.6719,0.097788945,794.81213,7170000.0,9021.0,448125.0,,112000.0,7.08e-05,0.1,1.0727593
+2055.0,1983.4719,0.09408717,794.59937,7180000.0,9036.0,448750.0,,112160.0,7.0544e-05,0.1,1.0926892
+2049.9,1985.303,0.11610236,794.3874,7190000.0,9051.0,449375.0,,112320.0,7.0288e-05,0.1,0.9570639
+2037.8,1987.2822,0.14819872,794.176,7200000.0,9066.0,450000.0,,112480.0,7.0032e-05,0.1,1.009769
+1999.7,1989.065,0.1963629,794.1403,7210000.0,9079.0,450625.0,,112640.0,6.9776e-05,0.1,0.8322284
+2004.2,1990.862,0.108693525,794.2794,7220000.0,9090.0,451250.0,,112800.0,6.952e-05,0.1,1.002799
+2017.5,1992.462,0.2209325,793.8076,7230000.0,9108.0,451875.0,,112960.0,6.9264e-05,0.1,0.86403704
+2037.1,1994.563,0.19737948,793.5986,7240000.0,9123.0,452500.0,,113120.0,6.9008e-05,0.1,0.93370754
+2004.0,1996.0249,0.13903359,793.0431,7250000.0,9142.0,453125.0,,113280.0,6.8752e-05,0.1,1.0024936
+1997.7,1997.6989,0.15961261,792.7495,7260000.0,9158.0,453750.0,,113408.0,6.85472e-05,0.1,1.0693295
+2032.3,1999.197,0.113816954,792.9756,7270000.0,9168.0,454375.0,,113568.0,6.82912e-05,0.1,0.95608246
+2029.3,2000.702,0.17242919,792.8556,7280000.0,9182.0,455000.0,,113728.0,6.80352e-05,0.1,0.8250205
+2067.8,2002.5219,0.10484798,792.73596,7290000.0,9196.0,455625.0,,113888.0,6.77792e-05,0.1,1.0844588
+2096.6,2004.6039,0.13854219,792.6167,7300000.0,9210.0,456250.0,,114048.0,6.75232e-05,0.1,0.94873554
+2058.8,2005.9799,0.17171645,792.4119,7310000.0,9225.0,456875.0,,114208.0,6.72672e-05,0.1,1.0576562
+2011.3,2006.2798,0.21719418,792.1221,7320000.0,9241.0,457500.0,,114368.0,6.70112e-05,0.1,0.9903456
+1987.1,2006.6278,0.14967988,791.7477,7330000.0,9258.0,458125.0,,114528.0,6.67552e-05,0.1,0.9661296
+1987.1,2007.1719,0.12461883,791.54535,7340000.0,9273.0,458750.0,,114656.0,6.65504e-05,0.1,1.0175774
+1983.3,2007.7599,0.094700724,791.4289,7350000.0,9287.0,459375.0,,114816.0,6.62944e-05,0.1,0.94443864
+1978.0,2008.1998,0.06954462,791.31274,7360000.0,9301.0,460000.0,,114976.0,6.60384e-05,0.1,1.0508811
+1939.5,2008.0898,0.14290403,791.707,7370000.0,9309.0,460625.0,,115136.0,6.57824e-05,0.1,1.0168812
+1900.5,2007.8239,0.14424197,792.1855,7380000.0,9316.0,461250.0,,115296.0,6.55264e-05,0.1,0.9390509
+1897.1,2007.5378,0.14862055,792.74835,7390000.0,9322.0,461875.0,,115456.0,6.52704e-05,0.1,1.036886
+1957.3,2007.953,0.17200379,793.2254,7400000.0,9329.0,462500.0,,115616.0,6.50144e-05,0.1,1.2851686
+1985.0,2008.3589,0.09664964,793.7018,7410000.0,9336.0,463125.0,,115776.0,6.47584e-05,0.1,1.0254983
+2003.2,2008.7579,0.07006815,794.0075,7420000.0,9345.0,463750.0,,115936.0,6.45024e-05,0.1,1.0697453
+1995.6,2008.9678,0.07913452,794.56744,7430000.0,9351.0,464375.0,,116064.0,6.42976e-05,0.1,1.1277595
+1982.7,2009.1709,0.14477225,795.0417,7440000.0,9358.0,465000.0,,116224.0,6.40416e-05,0.1,0.93468976
+2006.7,2009.9341,0.17554164,795.60016,7450000.0,9364.0,465625.0,,116384.0,6.37856e-05,0.1,0.9340148
+2048.0,2011.2831,0.12578598,796.15796,7460000.0,9370.0,466250.0,,116544.0,6.35296e-05,0.1,0.97097653
+2082.5,2012.6222,0.08655077,796.63007,7470000.0,9377.0,466875.0,,116704.0,6.32736e-05,0.1,1.1098427
+2058.9,2014.1802,0.10367622,797.01654,7480000.0,9385.0,467500.0,,116864.0,6.30176e-05,0.1,1.0320394
+2045.8,2015.7379,0.23154332,797.57214,7490000.0,9391.0,468125.0,,117024.0,6.27616e-05,0.1,0.9288752
+2050.6,2017.298,0.17893437,797.70264,7500000.0,9402.0,468750.0,,117184.0,6.25056e-05,0.1,0.8839411
+2053.3,2019.135,0.14186896,798.2568,7510000.0,9408.0,469375.0,,117312.0,6.23008e-05,0.1,0.89738077
+2024.2,2020.153,0.0843515,798.72546,7520000.0,9415.0,470000.0,,117472.0,6.20448e-05,0.1,1.0392289
+2038.3,2020.646,0.15377994,799.2782,7530000.0,9421.0,470625.0,,117632.0,6.17888e-05,0.1,0.9840127
+2018.8,2020.5269,0.06253543,799.83026,7540000.0,9427.0,471250.0,,117792.0,6.15328e-05,0.1,0.97962874
+2002.0,2020.5261,0.045226283,800.38165,7550000.0,9433.0,471875.0,,117952.0,6.12768e-05,0.1,1.0744159
+1965.1,2019.6848,0.103676505,800.9323,7560000.0,9439.0,472500.0,,118112.0,6.10208e-05,0.1,1.0389874
+1958.9,2018.73,0.124484316,801.3974,7570000.0,9446.0,473125.0,,118272.0,6.07648e-05,0.1,0.96885544
+1990.7,2018.28,0.078614816,801.94666,7580000.0,9452.0,473750.0,,118432.0,6.05088e-05,0.1,0.9569516
+1990.1,2017.7621,0.07567338,802.49524,7590000.0,9458.0,474375.0,,118592.0,6.02528e-05,0.1,1.0587893
+2016.3,2017.698,0.23203827,803.0431,7600000.0,9464.0,475000.0,,118720.0,6.0048e-05,0.1,0.84570867
+2014.8,2018.309,0.0689904,803.6752,7610000.0,9469.0,475625.0,,118880.0,5.9792e-05,0.1,1.093015
+1997.4,2019.175,0.10354844,804.2216,7620000.0,9475.0,476250.0,,119040.0,5.9536e-05,0.1,0.96868694
+1961.5,2019.918,0.10612637,804.5977,7630000.0,9483.0,476875.0,,119200.0,5.928e-05,0.1,1.0503494
+1975.0,2020.893,0.19615744,805.22766,7640000.0,9488.0,477500.0,,119360.0,5.9024e-05,0.1,0.98233354
+1964.9,2021.5581,0.15285383,805.7721,7650000.0,9494.0,478125.0,,119520.0,5.8768e-05,0.1,0.92952776
+1971.7,2022.1561,0.10585255,806.3158,7660000.0,9500.0,478750.0,,119680.0,5.8512e-05,0.1,1.0384958
+1961.9,2022.3861,0.1213632,806.9437,7670000.0,9505.0,479375.0,,119840.0,5.8256e-05,0.1,0.9303582
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_df_train.csv b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee069e78cb7336894cb30f80f44e159c6d34bb34
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_df_train.csv
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+2005.0,1935.284,0.19673805,800.0944,6780000.0,8474.0,423750.0,,105920.0,8.0528e-05,0.1,0.9637595
+1972.9,1936.487,0.17067109,800.2357,6790000.0,8485.0,424375.0,,106080.0,8.0272e-05,0.1,0.8778802
+1980.6,1937.505,0.09955042,799.8118,6800000.0,8502.0,425000.0,,106240.0,8.0016e-05,0.1,1.0277733
+2014.9,1938.64,0.20039684,799.6712,6810000.0,8516.0,425625.0,,106400.0,7.976e-05,0.1,0.9814394
+2029.1,1940.325,0.14930806,799.25,6820000.0,8533.0,426250.0,,106560.0,7.9504e-05,0.1,0.990317
+2017.0,1942.0339,0.19930221,799.01733,6830000.0,8548.0,426875.0,,106688.0,7.92992e-05,0.1,0.90566516
+2055.0,1943.894,0.14722584,799.0654,6840000.0,8560.0,427500.0,,106848.0,7.90432e-05,0.1,0.97440875
+2079.0,1945.7769,0.07491483,799.29987,6850000.0,8570.0,428125.0,,107008.0,7.87872e-05,0.1,0.9369865
+2092.7,1947.38,0.07372055,798.9751,6860000.0,8586.0,428750.0,,107168.0,7.85312e-05,0.1,0.9340421
+2119.8,1949.26,0.12601978,799.11597,6870000.0,8597.0,429375.0,,107328.0,7.82752e-05,0.1,0.87207556
+2152.3,1951.662,0.24331719,798.88525,6880000.0,8612.0,430000.0,,107488.0,7.80192e-05,0.1,0.8592931
+2106.1,1953.568,0.14835696,798.8406,6890000.0,8625.0,430625.0,,107648.0,7.77632e-05,0.1,0.9604779
+2097.2,1955.0989,0.1384397,798.4263,6900000.0,8642.0,431250.0,,107808.0,7.75072e-05,0.1,0.85282576
+2055.9,1956.5819,0.13317563,798.38245,6910000.0,8655.0,431875.0,,107968.0,7.72512e-05,0.1,0.8465363
+2094.1,1958.28,0.17308056,798.24664,6920000.0,8669.0,432500.0,,108096.0,7.70464e-05,0.1,0.8586416
+2099.0,1960.322,0.22644594,798.2951,6930000.0,8681.0,433125.0,,108256.0,7.67904e-05,0.1,0.85221195
+2062.5,1962.2429,0.115342245,797.8846,6940000.0,8698.0,433750.0,,108416.0,7.65344e-05,0.1,0.96731365
+2027.9,1963.5359,0.0651001,797.56714,6950000.0,8714.0,434375.0,,108576.0,7.62784e-05,0.1,0.98663604
+1994.1,1964.3718,0.14404052,797.25085,6960000.0,8730.0,435000.0,,108736.0,7.60224e-05,0.1,0.83220875
+1997.7,1965.342,0.1594681,797.02686,6970000.0,8745.0,435625.0,,108896.0,7.57664e-05,0.1,0.83968467
+1986.5,1965.84,0.082932115,796.9856,6980000.0,8758.0,436250.0,,109056.0,7.55104e-05,0.1,1.0733987
+2016.8,1966.3369,0.2009987,797.03534,6990000.0,8770.0,436875.0,,109216.0,7.52544e-05,0.1,0.95663357
+2000.1,1966.746,0.11691741,797.1757,7000000.0,8781.0,437500.0,,109344.0,7.50496e-05,0.1,0.9546801
+1990.5,1966.8389,0.18229938,796.86255,7010000.0,8797.0,438125.0,,109504.0,7.47936e-05,0.1,0.8509128
+1970.4,1966.577,0.062618636,796.7314,7020000.0,8811.0,438750.0,,109664.0,7.45376e-05,0.1,1.1153765
+1987.2,1966.6211,0.12138869,796.4201,7030000.0,8827.0,439375.0,,109824.0,7.42816e-05,0.1,1.0394392
+1995.5,1966.7861,0.15593837,796.4702,7040000.0,8839.0,440000.0,,109984.0,7.40256e-05,0.1,0.85044086
+2005.4,1966.7102,0.21737848,796.4302,7050000.0,8852.0,440625.0,,110144.0,7.37696e-05,0.1,0.85492355
+2025.4,1966.9402,0.124434225,796.3903,7060000.0,8865.0,441250.0,,110304.0,7.35136e-05,0.1,1.065831
+2034.8,1967.7601,0.069431536,796.26086,7070000.0,8879.0,441875.0,,110464.0,7.32576e-05,0.1,0.90594447
+2031.2,1968.5641,0.1304993,796.40045,7080000.0,8890.0,442500.0,,110624.0,7.30016e-05,0.1,1.0266628
+2067.9,1969.7522,0.19276941,796.18195,7090000.0,8905.0,443125.0,,110752.0,7.27968e-05,0.1,0.9703468
+2070.3,1971.083,0.16201061,795.9641,7100000.0,8920.0,443750.0,,110912.0,7.25408e-05,0.1,1.0505676
+2068.8,1972.347,0.21217507,795.658,7110000.0,8936.0,444375.0,,111072.0,7.22848e-05,0.1,1.061017
+2062.7,1973.3241,0.16369331,795.6196,7120000.0,8949.0,445000.0,,111232.0,7.20288e-05,0.1,0.9188042
+2072.7,1974.4319,0.11762744,795.3151,7130000.0,8965.0,445625.0,,111392.0,7.17728e-05,0.1,0.8932195
+2103.0,1975.918,0.10895352,795.27734,7140000.0,8978.0,446250.0,,111552.0,7.15168e-05,0.1,0.87961435
+2120.8,1977.605,0.10052716,795.2397,7150000.0,8991.0,446875.0,,111712.0,7.12608e-05,0.1,0.97345304
+2116.6,1979.702,0.16965204,794.849,7160000.0,9008.0,447500.0,,111872.0,7.10048e-05,0.1,0.98386014
+2087.2,1981.6719,0.097788945,794.81213,7170000.0,9021.0,448125.0,,112000.0,7.08e-05,0.1,1.0727593
+2055.0,1983.4719,0.09408717,794.59937,7180000.0,9036.0,448750.0,,112160.0,7.0544e-05,0.1,1.0926892
+2049.9,1985.303,0.11610236,794.3874,7190000.0,9051.0,449375.0,,112320.0,7.0288e-05,0.1,0.9570639
+2037.8,1987.2822,0.14819872,794.176,7200000.0,9066.0,450000.0,,112480.0,7.0032e-05,0.1,1.009769
+1999.7,1989.065,0.1963629,794.1403,7210000.0,9079.0,450625.0,,112640.0,6.9776e-05,0.1,0.8322284
+2004.2,1990.862,0.108693525,794.2794,7220000.0,9090.0,451250.0,,112800.0,6.952e-05,0.1,1.002799
+2017.5,1992.462,0.2209325,793.8076,7230000.0,9108.0,451875.0,,112960.0,6.9264e-05,0.1,0.86403704
+2037.1,1994.563,0.19737948,793.5986,7240000.0,9123.0,452500.0,,113120.0,6.9008e-05,0.1,0.93370754
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+1997.7,1997.6989,0.15961261,792.7495,7260000.0,9158.0,453750.0,,113408.0,6.85472e-05,0.1,1.0693295
+2032.3,1999.197,0.113816954,792.9756,7270000.0,9168.0,454375.0,,113568.0,6.82912e-05,0.1,0.95608246
+2029.3,2000.702,0.17242919,792.8556,7280000.0,9182.0,455000.0,,113728.0,6.80352e-05,0.1,0.8250205
+2067.8,2002.5219,0.10484798,792.73596,7290000.0,9196.0,455625.0,,113888.0,6.77792e-05,0.1,1.0844588
+2096.6,2004.6039,0.13854219,792.6167,7300000.0,9210.0,456250.0,,114048.0,6.75232e-05,0.1,0.94873554
+2058.8,2005.9799,0.17171645,792.4119,7310000.0,9225.0,456875.0,,114208.0,6.72672e-05,0.1,1.0576562
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+1987.1,2007.1719,0.12461883,791.54535,7340000.0,9273.0,458750.0,,114656.0,6.65504e-05,0.1,1.0175774
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+1900.5,2007.8239,0.14424197,792.1855,7380000.0,9316.0,461250.0,,115296.0,6.55264e-05,0.1,0.9390509
+1897.1,2007.5378,0.14862055,792.74835,7390000.0,9322.0,461875.0,,115456.0,6.52704e-05,0.1,1.036886
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+2048.0,2011.2831,0.12578598,796.15796,7460000.0,9370.0,466250.0,,116544.0,6.35296e-05,0.1,0.97097653
+2082.5,2012.6222,0.08655077,796.63007,7470000.0,9377.0,466875.0,,116704.0,6.32736e-05,0.1,1.1098427
+2058.9,2014.1802,0.10367622,797.01654,7480000.0,9385.0,467500.0,,116864.0,6.30176e-05,0.1,1.0320394
+2045.8,2015.7379,0.23154332,797.57214,7490000.0,9391.0,468125.0,,117024.0,6.27616e-05,0.1,0.9288752
+2050.6,2017.298,0.17893437,797.70264,7500000.0,9402.0,468750.0,,117184.0,6.25056e-05,0.1,0.8839411
+2053.3,2019.135,0.14186896,798.2568,7510000.0,9408.0,469375.0,,117312.0,6.23008e-05,0.1,0.89738077
+2024.2,2020.153,0.0843515,798.72546,7520000.0,9415.0,470000.0,,117472.0,6.20448e-05,0.1,1.0392289
+2038.3,2020.646,0.15377994,799.2782,7530000.0,9421.0,470625.0,,117632.0,6.17888e-05,0.1,0.9840127
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+1975.0,2020.893,0.19615744,805.22766,7640000.0,9488.0,477500.0,,119360.0,5.9024e-05,0.1,0.98233354
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+2055.3,2022.893,0.12787618,809.109,7710000.0,9529.0,481875.0,,120448.0,5.72832e-05,0.1,0.8945601
+2101.2,2023.3761,0.11701105,809.5638,7720000.0,9536.0,482500.0,,120608.0,5.70272e-05,0.1,0.9484346
+2088.4,2023.8629,0.09414153,810.0178,7730000.0,9543.0,483125.0,,120768.0,5.67712e-05,0.1,0.9793565
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+2064.7,2024.6093,0.06936105,811.0088,7750000.0,9556.0,484375.0,,121088.0,5.62592e-05,0.1,1.0460505
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+2089.5,2026.6012,0.12075336,812.082,7770000.0,9568.0,485625.0,,121376.0,5.57984e-05,0.1,0.9253428
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_eval.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..4030022105a4fa2d2f9771e235b57d15f6cee302
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_eval.json
@@ -0,0 +1,7026 @@
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_scalar_eval.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_scalar_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..13006ffef65864cba9a0e521fe5f03a6381fe25d
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_scalar_eval.json
@@ -0,0 +1,9 @@
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+}
\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_scalar_train.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..13006ffef65864cba9a0e521fe5f03a6381fe25d
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_scalar_train.json
@@ -0,0 +1,9 @@
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+  "training_efficiency": 2.068532739940565e-05,
+  "stability": 0.993916928768158
+}
\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_train.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..4030022105a4fa2d2f9771e235b57d15f6cee302
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s1_session_metrics_train.json
@@ -0,0 +1,7026 @@
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\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_df_eval.csv b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_df_eval.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd5275f9a95866ddbac0b470fe83b38c38701339
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_df_eval.csv
@@ -0,0 +1,1001 @@
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_df_train.csv b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd5275f9a95866ddbac0b470fe83b38c38701339
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_df_train.csv
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_eval.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..0924b53e03ea7208feb2fb24a112c978ed28fab2
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_eval.json
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\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_scalar_eval.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_scalar_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..06916fb4a71f11aba791f242ba43482253601293
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_scalar_eval.json
@@ -0,0 +1,9 @@
+{
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+  "training_efficiency": 2.016151302086655e-05,
+  "stability": 0.993533730506897
+}
\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_scalar_train.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..06916fb4a71f11aba791f242ba43482253601293
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_scalar_train.json
@@ -0,0 +1,9 @@
+{
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+  "final_strength": 2191.0,
+  "sample_efficiency": 3.1446327852791e-07,
+  "training_efficiency": 2.016151302086655e-05,
+  "stability": 0.993533730506897
+}
\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_train.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..0924b53e03ea7208feb2fb24a112c978ed28fab2
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s2_session_metrics_train.json
@@ -0,0 +1,7026 @@
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_df_eval.csv b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_df_eval.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11cc380830cf1fcaf0cb7675b2725c875851c487
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_df_eval.csv
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_df_train.csv b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11cc380830cf1fcaf0cb7675b2725c875851c487
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_df_train.csv
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_eval.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..28948731d3bdd7ebc08115e791195ce375e941ce
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_eval.json
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_scalar_eval.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_scalar_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..bff6ddb25b2ae49f292cf54ee32a0560a2339817
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_scalar_eval.json
@@ -0,0 +1,9 @@
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+}
\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_scalar_train.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..bff6ddb25b2ae49f292cf54ee32a0560a2339817
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_scalar_train.json
@@ -0,0 +1,9 @@
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+  "training_efficiency": 1.8680299035622738e-05,
+  "stability": 0.9930769205093384
+}
\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_train.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..28948731d3bdd7ebc08115e791195ce375e941ce
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_s3_session_metrics_train.json
@@ -0,0 +1,7026 @@
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_trial_metrics.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_trial_metrics.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6b5b97f79fe3971ea255e1de8814ac1fb503252
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_trial_metrics.json
@@ -0,0 +1,18058 @@
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+}
\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_trial_metrics_scalar.json b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_trial_metrics_scalar.json
new file mode 100644
index 0000000000000000000000000000000000000000..8853f16f7cb1ec4f9be00142d0fd1b275d0ee170
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/info/ppo_atari_lam70_mspacman_t0_trial_metrics_scalar.json
@@ -0,0 +1,11 @@
+{
+  "frame": 10000000.0,
+  "total_reward_ma": 2297.751220703125,
+  "strength": 1561.1275634765625,
+  "max_strength": 2179.233154296875,
+  "final_strength": 2084.333251953125,
+  "sample_efficiency": 3.0973529874245287e-07,
+  "training_efficiency": 1.9842380424961448e-05,
+  "stability": 0.9935091137886047,
+  "consistency": 0.8258395791053772
+}
\ No newline at end of file
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0.log b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0.log
new file mode 100644
index 0000000000000000000000000000000000000000..6c7f61d1eb50671d31b708be748d39eb9cc21717
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0.log
@@ -0,0 +1,5 @@
+2026-01-08 12:51:08 | INFO | PID:1681 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:2297.75 | strength:1561 | max_strength:2179 | final_strength:2084 | sample_efficiency:3.097e-07 | training_efficiency:1.984e-05 | stability:0.9935 | consistency:0.8258
+2026-01-08 12:51:08 | INFO | PID:1681 | slm_lab.lib.logger:info | Trial 0 done
+2026-01-08 12:51:08 | INFO | PID:1681 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_mspacman_2026_01_08_094859
+2026-01-08 12:51:08 | INFO | PID:1681 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.2 MB
+2026-01-08 12:51:08 | INFO | PID:1681 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_mspacman_2026_01_08_094859 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_mspacman_2026_01_08_094859...
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s0.log b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s0.log
new file mode 100644
index 0000000000000000000000000000000000000000..a10f0fa0b5ba083d9483f253cd5001cf1815c7b7
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s0.log
@@ -0,0 +1,2966 @@
+2026-01-08 09:49:02 | INFO | PID:1726 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-01-08 09:49:27 | INFO | PID:1726 | slm_lab.lib.perf:log_perf_setup | Performance setup:
+Platform: GPU NVIDIA GeForce RTX 3080 Ti (compute 8.6)
+• GPU cuDNN benchmark: enabled
+• GPU memory management: enabled
+• GPU TF32 acceleration: enabled
+2026-01-08 09:49:27 | INFO | PID:1726 | slm_lab.lib.logger:info | PPO:
+algorithm_spec:
+  name: PPO
+  action_pdtype: default
+  action_policy: default
+  explore_var_spec: null
+  gamma: 0.99
+  lam: 0.7
+  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: 0.7
+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()
+)
+2026-01-08 09:49:44 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:261.54     total_reward_ma:261.54  loss:-0.006089          fps:243.9
+frame:1.00e+04          wall_t:41               t:625                   epi:nan
+opt_step:128            lr:0.0002498            clip_eps:0.1            entropy:2.117
+2026-01-08 09:49:56 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:290.33     total_reward_ma:275.94  loss:0.006325           fps:377.4
+frame:2.00e+04          wall_t:53               t:1250                  epi:nan
+opt_step:288            lr:0.0002495            clip_eps:0.1            entropy:2.079
+2026-01-08 09:50:13 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:351.91     total_reward_ma:301.26  loss:-0.0008156         fps:428.6
+frame:3.00e+04          wall_t:70               t:1875                  epi:nan
+opt_step:448            lr:0.0002493            clip_eps:0.1            entropy:2.072
+2026-01-08 09:50:29 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:362.74     total_reward_ma:316.63  loss:0.01866            fps:465.1
+frame:4.00e+04          wall_t:86               t:2500                  epi:nan
+opt_step:608            lr:0.000249             clip_eps:0.1            entropy:2.042
+2026-01-08 09:50:45 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:397.76     total_reward_ma:332.86  loss:0.006353           fps:490.2
+frame:5.00e+04          wall_t:102              t:3125                  epi:nan
+opt_step:768            lr:0.0002488            clip_eps:0.1            entropy:2.048
+2026-01-08 09:51:00 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:429.67     total_reward_ma:348.99  loss:0.01026            fps:517.2
+frame:6.00e+04          wall_t:116              t:3750                  epi:nan
+opt_step:928            lr:0.0002485            clip_eps:0.1            entropy:1.948
+2026-01-08 09:51:14 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:470.00     total_reward_ma:366.28  loss:0.04046            fps:534.4
+frame:7.00e+04          wall_t:131              t:4375                  epi:nan
+opt_step:1088           lr:0.0002483            clip_eps:0.1            entropy:1.853
+2026-01-08 09:51:25 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:498.10     total_reward_ma:382.76  loss:0.03301            fps:563.4
+frame:8.00e+04          wall_t:142              t:5000                  epi:nan
+opt_step:1248           lr:0.000248             clip_eps:0.1            entropy:1.902
+2026-01-08 09:51:40 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:548.60     total_reward_ma:401.19  loss:0.01297            fps:573.2
+frame:9.00e+04          wall_t:157              t:5625                  epi:nan
+opt_step:1376           lr:0.0002478            clip_eps:0.1            entropy:1.862
+2026-01-08 09:51:55 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:565.20     total_reward_ma:417.59  loss:0.0331             fps:584.8
+frame:1.00e+05          wall_t:171              t:6250                  epi:nan
+opt_step:1536           lr:0.0002475            clip_eps:0.1            entropy:1.945
+2026-01-08 09:52:12 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:598.10     total_reward_ma:434.00  loss:0.04479            fps:585.1
+frame:1.10e+05          wall_t:188              t:6875                  epi:nan
+opt_step:1696           lr:0.0002473            clip_eps:0.1            entropy:1.645
+2026-01-08 09:52:28 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:599.20     total_reward_ma:447.76  loss:0.07567            fps:585.4
+frame:1.20e+05          wall_t:205              t:7500                  epi:nan
+opt_step:1856           lr:0.000247             clip_eps:0.1            entropy:1.583
+2026-01-08 09:52:45 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:667.00     total_reward_ma:464.63  loss:0.08403            fps:588.2
+frame:1.30e+05          wall_t:221              t:8125                  epi:nan
+opt_step:2016           lr:0.0002468            clip_eps:0.1            entropy:1.403
+2026-01-08 09:53:00 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+frame:1.40e+05          wall_t:236              t:8750                  epi:nan
+opt_step:2176           lr:0.0002465            clip_eps:0.1            entropy:1.341
+2026-01-08 09:53:12 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:679.90     total_reward_ma:492.73  loss:0.1038             fps:602.4
+frame:1.50e+05          wall_t:249              t:9375                  epi:nan
+opt_step:2336           lr:0.0002463            clip_eps:0.1            entropy:1.219
+2026-01-08 09:53:27 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+frame:1.60e+05          wall_t:264              t:10000                 epi:nan
+opt_step:2496           lr:0.000246             clip_eps:0.1            entropy:1.405
+2026-01-08 09:53:38 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+frame:1.70e+05          wall_t:275              t:10625                 epi:nan
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+2026-01-08 09:53:49 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:722.90     total_reward_ma:531.04  loss:0.06846            fps:629.4
+frame:1.80e+05          wall_t:286              t:11250                 epi:nan
+opt_step:2784           lr:0.0002455            clip_eps:0.1            entropy:1.541
+2026-01-08 09:54:00 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+frame:1.90e+05          wall_t:297              t:11875                 epi:nan
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+2026-01-08 09:54:12 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+frame:2.00e+05          wall_t:309              t:12500                 epi:nan
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+2026-01-08 09:54:26 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:54:41 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:54:56 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:55:10 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:55:25 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:55:37 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:55:57 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:56:15 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:56:30 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+frame:2.90e+05          wall_t:447              t:18125                 epi:nan
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+2026-01-08 09:56:42 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
+total_reward:765.90     total_reward_ma:610.22  loss:0.09491            fps:653.6
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+2026-01-08 09:56:51 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:57:08 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:57:21 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:57:34 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:57:47 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:58:00 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:58:10 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 09:58:24 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:11:57 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:12:12 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:12:26 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:12:37 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:21:50 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:21:59 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:22:07 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:31:25 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:31:33 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:31:45 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:32:01 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:32:15 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:32:31 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:32:59 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:33:15 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:42:19 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:42:32 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:42:43 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:42:55 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:43:09 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:43:19 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:46:34 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:53:46 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:54:03 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:54:17 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:54:30 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:54:43 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:54:59 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:55:28 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:55:41 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 10:55:56 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:05:56 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:06:12 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:06:24 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:06:47 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:17:19 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:25:50 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:26:08 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:46:51 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:59:44 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 11:59:57 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 12:00:12 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 12:23:35 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 12:23:48 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+2026-01-08 12:24:03 | INFO | PID:1726 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_mspacman_t0_s0 [train]
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+frame:7.11e+06           wall_t:9299              t:444375                 epi:nan
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diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s1.log b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s1.log
new file mode 100644
index 0000000000000000000000000000000000000000..e22a9b27f2b243d35e2f06cb37ed3dd9b770942b
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s1.log
@@ -0,0 +1,4002 @@
+2026-01-08 09:49:02 | INFO | PID:1727 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-01-08 09:49:44 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
+total_reward:234.00     total_reward_ma:234.00  loss:0.00188            fps:250
+frame:1.00e+04          wall_t:40               t:625                   epi:nan
+opt_step:128            lr:0.0002498            clip_eps:0.1            entropy:2.132
+2026-01-08 09:49:56 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:02:19 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:15:07 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:23:45 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:23:54 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:24:03 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:24:11 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:24:22 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:24:32 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:24:42 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:24:51 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:24:59 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:25:07 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:25:15 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:25:23 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:25:32 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:25:40 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:25:49 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:25:57 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:26:05 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:26:14 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:26:27 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:26:37 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:26:49 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:27:02 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:27:12 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:27:28 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:27:43 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:27:55 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:28:09 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:28:18 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:28:30 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:28:47 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:33:29 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:33:45 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:33:54 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:34:08 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:34:24 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:34:36 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:34:47 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:35:02 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:35:11 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:35:30 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:35:39 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:36:44 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:43:44 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:44:01 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:44:16 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:44:28 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:44:38 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:44:52 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:45:07 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:45:20 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:45:33 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:45:45 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:45:59 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:46:15 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:46:31 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:46:43 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:46:56 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:47:08 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:47:24 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:47:47 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:47:57 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:48:10 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:48:19 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:55:16 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:55:28 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:55:42 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:55:56 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:56:11 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:56:21 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:56:38 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:56:55 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:57:11 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:57:26 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:57:37 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:59:20 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 10:59:34 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:00:34 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:06:48 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:07:07 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:07:19 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:07:30 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:07:45 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:07:58 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:08:17 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:08:42 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:08:51 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:10:41 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:10:54 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:17:35 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:17:45 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:17:57 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:18:08 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:18:17 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:18:27 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:18:36 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:18:44 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:18:55 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:19:05 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:19:13 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:19:21 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:19:31 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:19:41 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:19:54 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:20:03 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:20:12 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:20:21 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:20:30 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:20:42 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:20:51 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:21:01 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:21:10 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:21:20 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:22:16 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:25:50 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:25:59 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:26:08 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:26:16 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:26:24 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:26:33 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:26:41 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:26:49 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:27:23 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:28:21 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:28:29 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:34:32 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:46:00 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:46:42 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:58:13 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:58:28 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:58:44 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:59:00 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:59:13 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:59:27 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:59:43 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 11:59:53 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:00:09 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:00:38 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:00:50 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:01:18 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:01:52 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:02:06 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:02:21 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:02:38 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:02:52 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:03:10 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:03:22 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:04:31 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:10:28 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:11:00 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:29:03 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:34:14 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:39:14 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:39:21 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:39:27 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:39:35 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:39:47 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:40:06 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:44:41 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:44:48 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:45:01 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:46:37 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:51:06 | INFO | PID:1727 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_mspacman_t0_s1 [train]
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+2026-01-08 12:51:07 | INFO | PID:1727 | slm_lab.lib.logger:info | Session 1 done
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s2.log b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s2.log
new file mode 100644
index 0000000000000000000000000000000000000000..39622f7948c4956ca420c3a384bc5be30d05e25d
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s2.log
@@ -0,0 +1,4002 @@
+2026-01-08 09:49:02 | INFO | PID:1728 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
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+2026-01-08 09:49:55 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 09:57:54 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 09:58:07 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 09:58:20 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 09:58:30 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 09:58:42 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:10:34 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:10:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:10:59 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:11:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:11:30 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:11:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:12:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:12:14 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:12:29 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:12:41 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:12:55 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:13:14 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:13:55 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:14:10 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:14:19 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:14:31 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:14:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:14:58 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:15:40 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:20:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:20:53 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:21:02 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:21:12 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:21:19 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:21:31 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:21:39 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:21:48 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:22:04 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:23:08 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:23:37 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:29:23 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:29:32 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:29:46 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:29:57 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:30:08 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:30:21 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:30:36 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:30:47 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:31:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:31:14 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:31:27 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:31:35 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:31:48 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:32:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:32:15 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:32:30 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:32:40 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:32:58 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:33:12 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:33:28 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:33:42 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:33:50 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:34:04 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:34:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:34:34 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:34:44 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:34:54 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:35:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:35:26 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:39:40 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:39:56 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:40:09 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:40:21 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:40:36 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:40:50 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:41:04 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:41:16 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:41:28 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:41:41 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:41:53 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:42:02 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:42:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:42:31 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:42:42 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:42:54 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:43:08 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:43:17 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:43:27 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:43:43 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:44:00 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:44:16 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:44:28 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:44:38 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:44:52 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:45:07 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:45:34 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:45:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:50:57 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:51:08 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:51:17 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:51:29 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:51:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:52:00 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:52:13 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:52:27 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:52:41 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:52:54 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:53:02 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:53:13 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:53:28 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:53:44 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:54:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:54:16 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:54:28 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:54:39 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:54:56 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:55:09 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:55:26 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:55:39 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:55:52 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 10:56:05 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:02:40 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:3.50e+06           wall_t:4417              t:218750                 epi:nan
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+2026-01-08 11:02:52 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:03:05 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:03:16 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:03:28 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:03:44 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:03:57 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:04:06 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:04:17 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:04:31 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:04:44 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:04:58 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:05:14 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:05:28 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:05:41 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:05:55 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:06:11 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:06:23 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:06:32 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:06:43 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:07:03 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:07:14 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:07:25 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:07:39 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:07:53 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:08:10 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:08:23 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:08:37 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:08:47 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:08:55 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:09:09 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:09:24 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:09:33 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:11:00 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:13:50 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:14:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:14:13 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:14:25 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:14:38 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:14:48 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:14:57 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:15:09 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:15:22 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:15:34 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:15:47 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:16:00 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:16:10 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:16:37 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:16:51 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:16:59 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:17:07 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:17:27 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:18:11 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:22:57 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:23:06 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:23:15 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:23:35 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:23:43 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:41:12 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:53:21 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:6.10e+06           wall_t:7457              t:381250                 epi:nan
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+2026-01-08 11:53:35 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:53:46 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:54:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:54:19 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:54:34 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:54:47 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:54:58 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:55:15 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:55:28 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:55:41 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:55:52 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:56:03 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:56:16 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:56:32 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:56:49 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:57:02 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:57:17 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:57:29 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:57:44 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:57:59 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:58:13 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:58:26 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:58:43 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:59:00 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:59:13 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:59:27 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:59:43 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 11:59:54 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:00:09 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:05:32 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:05:43 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:05:54 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:06:06 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:06:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:06:33 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:06:47 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:07:03 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:07:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:07:34 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:07:46 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:08:02 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:08:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:08:33 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:08:44 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:08:58 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:09:14 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:09:30 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:09:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:09:56 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:10:12 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:10:24 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:10:40 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:10:55 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:11:12 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:11:27 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:11:41 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:17:26 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:7.12e+06           wall_t:8903              t:445000                 epi:nan
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+2026-01-08 12:17:43 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:17:57 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:18:10 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:18:26 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:18:40 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:18:51 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:19:08 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:19:22 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:19:36 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:19:52 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:20:07 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:20:20 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:20:32 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:20:48 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:21:22 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:21:39 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:21:50 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:22:03 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:22:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:22:32 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:22:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:23:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:23:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:23:33 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:26:43 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:7.63e+06           wall_t:9460              t:476875                 epi:nan
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+2026-01-08 12:26:50 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:26:55 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:27:02 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:27:09 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:27:14 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:27:19 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:27:25 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:27:31 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:27:36 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:27:42 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:27:48 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:28:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:28:09 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:28:22 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:28:29 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:28:36 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:28:43 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:31:55 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:8.14e+06           wall_t:9772              t:508750                 epi:nan
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+2026-01-08 12:32:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:32:06 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:32:12 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:32:19 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:32:25 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:32:31 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:32:36 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:32:42 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:32:48 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:32:54 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:33:00 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:33:05 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:33:11 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:33:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:33:26 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:33:32 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:33:40 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:33:46 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:33:53 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:34:00 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:34:06 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:34:12 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:34:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:34:23 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:34:29 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:37:04 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:8.65e+06           wall_t:10081             t:540625                 epi:nan
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+2026-01-08 12:37:10 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:8.66e+06           wall_t:10086             t:541250                 epi:nan
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+2026-01-08 12:37:16 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:37:22 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:37:27 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:37:33 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:37:38 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:37:44 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:37:50 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:37:56 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:07 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:13 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:19 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:24 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:30 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:36 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:42 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:48 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:53 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:38:59 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:39:05 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:39:12 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:39:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:39:25 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:39:31 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:39:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:39:52 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:39:58 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:40:22 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:42:06 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:42:18 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:42:23 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:9.16e+06           wall_t:10400             t:572500                 epi:nan
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+2026-01-08 12:42:29 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:42:35 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:42:40 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:42:47 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:42:53 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:42:59 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:43:05 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:43:11 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:43:19 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:43:26 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:43:32 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:43:38 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:43:44 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:43:50 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:43:55 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:44:01 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:44:07 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:44:13 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:44:20 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:44:26 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:44:32 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:44:40 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:44:46 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:44:54 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:45:00 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:45:06 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:45:19 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:47:38 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:9.67e+06           wall_t:10715             t:604375                 epi:nan
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+2026-01-08 12:49:21 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:49:54 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:50:00 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:50:05 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:50:11 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:50:22 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:50:28 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:9.95e+06           wall_t:10885             t:621875                 epi:nan
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+2026-01-08 12:50:34 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:50:39 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+2026-01-08 12:50:45 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
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+frame:9.98e+06           wall_t:10902             t:623750                 epi:nan
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+2026-01-08 12:50:50 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
+total_reward:2437.00     total_reward_ma:2359.40  loss:0.08478             fps:915.9
+frame:9.99e+06           wall_t:10907             t:624375                 epi:nan
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+2026-01-08 12:50:56 | INFO | PID:1728 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_mspacman_t0_s2 [train]
+total_reward:2447.80     total_reward_ma:2360.02  loss:0.08152             fps:916.4
+frame:1.00e+07           wall_t:10912             t:625000                 epi:nan
+opt_step:156224          lr:4.16e-08              clip_eps:0.1             entropy:1.185
+2026-01-08 12:50:56 | INFO | PID:1728 | slm_lab.lib.logger:info | Session 2 done
diff --git a/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s3.log b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s3.log
new file mode 100644
index 0000000000000000000000000000000000000000..6f03b828be3f09e3ab20c600940f317105c02d59
--- /dev/null
+++ b/data/ppo_atari_lam70_mspacman_2026_01_08_094859/log/ppo_atari_lam70_mspacman_t0_s3.log
@@ -0,0 +1,4002 @@
+2026-01-08 09:49:02 | INFO | PID:1729 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-01-08 09:49:43 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
+total_reward:218.67     total_reward_ma:218.67  loss:-0.0006218         fps:250
+frame:1.00e+04          wall_t:40               t:625                   epi:nan
+opt_step:128            lr:0.0002498            clip_eps:0.1            entropy:2.165
+2026-01-08 09:49:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:2.00e+04          wall_t:52               t:1250                  epi:nan
+opt_step:288            lr:0.0002495            clip_eps:0.1            entropy:2.155
+2026-01-08 09:50:13 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
+total_reward:259.20     total_reward_ma:241.48  loss:0.01131            fps:434.8
+frame:3.00e+04          wall_t:69               t:1875                  epi:nan
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+2026-01-08 09:50:28 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 09:50:44 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:5.00e+04          wall_t:100              t:3125                  epi:nan
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+2026-01-08 09:50:58 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 09:51:11 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 09:51:22 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 09:51:34 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 09:51:48 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 09:53:32 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 09:53:41 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:05:48 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:06:02 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:06:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:06:28 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:06:44 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:06:59 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:17:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:18:03 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:18:15 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:18:27 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:18:44 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:18:52 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:19:01 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:19:11 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:19:36 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:25:43 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:25:52 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:25:59 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:26:08 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:26:18 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:26:29 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:26:42 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:26:52 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:27:05 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:27:31 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:27:45 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:28:00 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:28:12 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:28:21 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:28:34 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:28:51 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:29:02 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:29:15 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:29:26 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:29:36 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:29:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:30:00 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:30:12 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:30:23 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:36:08 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:36:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:36:26 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:36:35 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:36:44 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:36:56 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:37:11 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:37:24 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:37:38 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:37:46 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:37:54 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:38:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:38:20 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:38:27 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:38:36 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:38:47 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:39:04 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:39:18 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:39:32 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:39:44 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:40:01 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:40:13 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:40:25 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:40:39 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:40:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:41:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:41:19 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:41:33 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:47:02 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:47:17 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:47:31 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:47:42 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:47:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:48:06 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:48:15 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:48:24 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:48:39 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:48:51 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:49:05 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:49:18 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:49:29 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:49:38 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:49:51 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:50:05 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:50:21 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:50:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:51:06 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:51:54 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:52:23 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:58:29 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:3.31e+06           wall_t:4165              t:206875                 epi:nan
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+2026-01-08 10:58:43 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:58:57 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:59:09 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:59:24 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:59:37 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 10:59:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:00:09 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:00:26 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:00:40 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:00:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:01:08 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:01:22 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:01:35 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:01:50 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:02:03 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:02:14 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:02:25 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:02:39 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:02:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:03:01 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:03:12 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:03:24 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:03:41 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:03:52 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:04:02 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:04:11 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:04:25 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:04:38 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:04:51 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:05:08 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:09:39 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:09:54 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:10:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:10:21 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:10:32 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:10:42 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:10:56 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:11:06 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:11:18 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:11:28 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:12:10 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:12:25 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:12:41 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:12:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:13:06 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:13:54 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:14:31 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:14:43 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:15:43 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:19:50 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:4.35e+06           wall_t:5447              t:271875                 epi:nan
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+2026-01-08 11:20:00 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:20:10 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:20:19 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:20:28 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:20:39 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:20:48 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:20:58 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:21:06 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:21:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:21:26 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:21:41 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:21:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:21:57 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:22:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:22:17 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:22:27 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:22:35 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:22:43 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:22:52 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:23:00 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:23:09 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:23:18 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:23:29 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:23:37 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:23:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:24:04 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:24:14 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:24:23 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:27:37 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:27:47 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:27:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:48:47 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:49:19 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:49:35 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 11:49:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:6.42e+06           wall_t:7911              t:401250                 epi:nan
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+2026-01-08 12:01:08 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:01:21 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:01:37 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:01:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:02:09 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:02:26 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:02:42 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:02:57 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:03:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:03:28 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:03:44 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:03:56 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:04:10 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:04:23 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:04:37 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:04:50 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:05:06 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:05:24 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:05:39 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:05:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:06:01 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:06:12 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:06:27 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:06:40 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:06:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:07:11 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:07:25 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:07:41 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:07:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:08:10 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:13:08 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:6.93e+06           wall_t:8644              t:433125                 epi:nan
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+2026-01-08 12:13:21 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:6.94e+06           wall_t:8657              t:433750                 epi:nan
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+2026-01-08 12:13:35 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:13:47 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:6.96e+06           wall_t:8683              t:435000                 epi:nan
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+2026-01-08 12:14:06 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:14:19 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:14:38 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:14:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:15:04 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:15:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:15:29 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:15:46 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:16:00 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:16:15 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:16:27 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:16:40 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:16:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:17:06 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:17:19 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:17:37 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:17:50 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:18:05 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:18:20 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:18:34 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:18:45 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:18:59 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:19:14 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:19:30 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:19:45 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:20:00 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:20:12 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:20:27 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:20:58 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:7.44e+06           wall_t:9339              t:465000                 epi:nan
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+2026-01-08 12:24:51 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:24:57 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:25:04 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:25:10 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:25:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:25:24 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:25:30 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:25:36 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:25:45 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:25:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:25:59 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:05 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:11 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:17 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:23 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:30 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:36 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:41 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:48 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:26:59 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:27:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:27:12 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:27:18 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:27:23 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:27:29 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:27:35 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:27:40 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:7.95e+06           wall_t:9664              t:496875                 epi:nan
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+2026-01-08 12:30:13 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:30:18 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:30:25 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:30:30 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:30:36 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:30:41 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:30:47 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:30:52 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:30:58 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:04 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:10 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:22 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:30 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:35 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:40 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:46 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:52 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:31:58 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:03 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:09 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:22 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:28 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:33 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:39 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:45 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:51 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:32:57 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:33:02 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:33:08 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:33:22 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:35:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:35:13 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:8.46e+06           wall_t:9970              t:528750                 epi:nan
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+2026-01-08 12:35:19 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:35:24 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:35:30 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:35:36 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:35:42 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:35:47 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:35:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:35:58 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:36:04 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:36:10 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:36:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:36:23 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:36:30 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:36:38 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:36:45 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:36:50 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:36:56 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:37:01 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:37:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:37:12 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:37:19 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:37:24 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:37:30 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:37:36 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:37:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:37:58 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:40:18 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:8.97e+06           wall_t:10275             t:560625                 epi:nan
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+2026-01-08 12:40:25 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:40:32 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:40:39 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:40:46 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:40:52 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:40:59 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:41:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:41:13 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:41:20 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:41:27 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:41:34 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:41:42 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:41:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:41:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:02 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:08 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:14 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:19 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:25 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:31 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:36 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:42 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:42:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:43:01 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:43:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:43:14 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:43:20 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:45:49 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:9.48e+06           wall_t:10606             t:592500                 epi:nan
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+2026-01-08 12:45:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:01 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:08 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:14 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:22 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:27 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:33 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:38 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:44 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:50 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:46:55 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:01 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:07 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:12 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:18 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:24 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:29 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:35 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:41 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:47 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:47:58 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:48:04 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:48:10 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:48:16 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:48:21 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+2026-01-08 12:50:53 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:9.99e+06           wall_t:10909             t:624375                 epi:nan
+opt_step:156064          lr:2.976e-07             clip_eps:0.1             entropy:1.098
+2026-01-08 12:50:58 | INFO | PID:1729 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_mspacman_t0_s3 [train]
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+frame:1.00e+07           wall_t:10915             t:625000                 epi:nan
+opt_step:156224          lr:4.16e-08              clip_eps:0.1             entropy:0.875
+2026-01-08 12:50:58 | INFO | PID:1729 | slm_lab.lib.logger:info | Session 3 done
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