Datasets:
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Reinforcement Learning
Modalities:
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Formats:
imagefolder
Languages:
English
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1K - 10K
License:
Upload folder using huggingface_hub
Browse files- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s0_session_df_train.csv +316 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s0_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s0_session_metrics_train.json +2231 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_df_eval.csv +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_df_train.csv +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_metrics_eval.json +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_metrics_scalar_eval.json +9 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_metrics_train.json +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_df_eval.csv +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_df_train.csv +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_metrics_eval.json +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_metrics_scalar_eval.json +9 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_metrics_train.json +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_df_eval.csv +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_df_train.csv +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_metrics_eval.json +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_metrics_scalar_eval.json +9 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_metrics_train.json +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_trial_metrics.json +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_trial_metrics_scalar.json +11 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0.log +5 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s0.log +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s1.log +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s2.log +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s3.log +0 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/model/ppo_atari_lam70_assault_t0_s2_net_model.pt +3 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/ppo_atari_lam70_assault_spec.json +113 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/ppo_atari_lam70_assault_t0_spec.json +113 -0
- data/ppo_atari_lam70_assault_2026_01_08_105154/ppo_atari_lam70_assault_t0_trial_metrics_scalar.json +11 -0
data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s0_session_df_train.csv
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| 1 |
+
total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy
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| 2 |
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| 6 |
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| 8 |
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| 9 |
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| 30 |
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| 31 |
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| 47 |
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| 50 |
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682.83,425.9003,-0.010086657,1655.4054,490000.0,296.0,30625.0,,7648.0,0.0002377632,0.1,0.87540805
|
| 51 |
+
706.56,431.51352,-0.0048403754,1661.1295,500000.0,301.0,31250.0,,7808.0,0.0002375072,0.1,0.87527466
|
| 52 |
+
722.83,437.22562,0.004799867,1672.1311,510000.0,305.0,31875.0,,7968.0,0.0002372512,0.1,0.84248674
|
| 53 |
+
729.33,442.843,0.0041364664,1682.8479,520000.0,309.0,32500.0,,8096.0,0.0002370464,0.1,0.90675426
|
| 54 |
+
743.71,448.51974,-0.0068657417,1693.2908,530000.0,313.0,33125.0,,8256.0,0.0002367904,0.1,0.79281735
|
| 55 |
+
757.36,454.239,-0.0066587897,1698.1132,540000.0,318.0,33750.0,,8416.0,0.0002365344,0.1,0.7122712
|
| 56 |
+
771.45,460.00647,-0.0012341663,1708.0746,550000.0,322.0,34375.0,,8576.0,0.0002362784,0.1,0.8366219
|
| 57 |
+
782.37,465.7629,-0.010137192,1712.5382,560000.0,327.0,35000.0,,8736.0,0.0002360224,0.1,0.7808398
|
| 58 |
+
790.87,471.46652,-0.0010318137,1716.8674,570000.0,332.0,35625.0,,8896.0,0.0002357664,0.1,0.7337649
|
| 59 |
+
803.05,477.1835,-8.6322194e-05,1726.1904,580000.0,336.0,36250.0,,9056.0,0.0002355104,0.1,0.80308837
|
| 60 |
+
816.49,482.93445,0.0037332142,1730.2053,590000.0,341.0,36875.0,,9216.0,0.0002352544,0.1,0.7316758
|
| 61 |
+
830.55,488.72806,-0.0059084925,1739.1305,600000.0,345.0,37500.0,,9344.0,0.0002350496,0.1,0.75138223
|
| 62 |
+
822.79,494.20447,-0.005235369,1747.851,610000.0,349.0,38125.0,,9504.0,0.0002347936,0.1,0.74065804
|
| 63 |
+
842.42,499.82086,0.0020357012,1756.3739,620000.0,353.0,38750.0,,9664.0,0.0002345376,0.1,0.80607325
|
| 64 |
+
843.68,505.27893,0.0048606913,1759.7765,630000.0,358.0,39375.0,,9824.0,0.0002342816,0.1,0.7686789
|
| 65 |
+
836.65,510.45663,-0.0046822694,1767.9558,640000.0,362.0,40000.0,,9984.0,0.0002340256,0.1,0.7490776
|
| 66 |
+
827.42,515.333,-0.0033282368,1771.1172,650000.0,367.0,40625.0,,10144.0,0.0002337696,0.1,0.8167382
|
| 67 |
+
848.53,520.3815,-0.01029647,1778.9757,660000.0,371.0,41250.0,,10304.0,0.0002335136,0.1,0.7222557
|
| 68 |
+
864.71,525.5207,-0.003555062,1786.6666,670000.0,375.0,41875.0,,10464.0,0.0002332576,0.1,0.74335474
|
| 69 |
+
875.74,530.67096,-0.00012032979,1789.4736,680000.0,380.0,42500.0,,10624.0,0.0002330016,0.1,0.8053559
|
| 70 |
+
875.64,535.67053,-0.0052535217,1796.875,690000.0,384.0,43125.0,,10752.0,0.0002327968,0.1,0.71476704
|
| 71 |
+
879.84,540.5872,-3.4988276e-05,1804.1237,700000.0,388.0,43750.0,,10912.0,0.0002325408,0.1,0.8076689
|
| 72 |
+
908.52,545.76935,0.015316692,1806.6157,710000.0,393.0,44375.0,,11072.0,0.0002322848,0.1,0.7838464
|
| 73 |
+
909.04,550.81476,0.0035433369,1813.602,720000.0,397.0,45000.0,,11232.0,0.0002320288,0.1,0.78770655
|
| 74 |
+
920.17,555.87445,-0.009704077,1815.9204,730000.0,402.0,45625.0,,11392.0,0.0002317728,0.1,0.71638536
|
| 75 |
+
926.69,560.8855,-0.0012383836,1822.6602,740000.0,406.0,46250.0,,11552.0,0.0002315168,0.1,0.7396797
|
| 76 |
+
915.88,565.6188,0.0040696086,1829.2683,750000.0,410.0,46875.0,,11712.0,0.0002312608,0.1,0.744763
|
| 77 |
+
930.37,570.41815,0.0064228782,1831.3253,760000.0,415.0,47500.0,,11872.0,0.0002310048,0.1,0.74749315
|
| 78 |
+
922.39,574.9892,0.0030798926,1842.1052,770000.0,418.0,48125.0,,12000.0,0.0002308,0.1,0.7672253
|
| 79 |
+
921.03,579.42566,0.002411102,1843.9717,780000.0,423.0,48750.0,,12160.0,0.000230544,0.1,0.78073114
|
| 80 |
+
920.5,583.74304,0.008269902,1850.1171,790000.0,427.0,49375.0,,12320.0,0.000230288,0.1,0.75292957
|
| 81 |
+
923.87,587.9945,-0.0043707504,1851.8518,800000.0,432.0,50000.0,,12480.0,0.000230032,0.1,0.8012623
|
| 82 |
+
934.79,592.27594,0.003551328,1853.5469,810000.0,437.0,50625.0,,12640.0,0.000229776,0.1,0.83458483
|
| 83 |
+
938.05,596.49274,0.0017200736,1859.4104,820000.0,441.0,51250.0,,12800.0,0.00022952,0.1,0.7881693
|
| 84 |
+
945.09,600.6927,-0.0031132645,1865.1686,830000.0,445.0,51875.0,,12960.0,0.000229264,0.1,0.75639796
|
| 85 |
+
943.1,604.769,-0.0010781469,1866.6666,840000.0,450.0,52500.0,,13120.0,0.000229008,0.1,0.8252307
|
| 86 |
+
944.78,608.7691,0.0042220196,1872.2467,850000.0,454.0,53125.0,,13280.0,0.000228752,0.1,0.80198514
|
| 87 |
+
929.24,612.4955,-0.007437667,1873.6383,860000.0,459.0,53750.0,,13408.0,0.0002285472,0.1,0.85774577
|
| 88 |
+
918.11,616.0083,0.00035202684,1879.0497,870000.0,463.0,54375.0,,13568.0,0.0002282912,0.1,0.7836919
|
| 89 |
+
913.81,619.3924,0.00073096115,1884.3683,880000.0,467.0,55000.0,,13728.0,0.0002280352,0.1,0.83393264
|
| 90 |
+
909.19,622.64856,-0.0036523477,1885.5933,890000.0,472.0,55625.0,,13888.0,0.0002277792,0.1,0.8363689
|
| 91 |
+
917.8,625.92804,-0.0041862633,1886.7925,900000.0,477.0,56250.0,,14048.0,0.0002275232,0.1,0.8523542
|
| 92 |
+
920.53,629.16547,-0.0025430904,1891.8918,910000.0,481.0,56875.0,,14208.0,0.0002272672,0.1,0.91295767
|
| 93 |
+
897.64,632.0836,-0.010242672,1893.0042,920000.0,486.0,57500.0,,14368.0,0.0002270112,0.1,0.87678933
|
| 94 |
+
922.0,635.20105,0.0044288742,1894.0936,930000.0,491.0,58125.0,,14528.0,0.0002267552,0.1,0.82622814
|
| 95 |
+
947.62,638.52466,0.008387411,1898.9899,940000.0,495.0,58750.0,,14656.0,0.0002265504,0.1,0.79865086
|
| 96 |
+
949.51,641.7982,-0.00317412,1900.0,950000.0,500.0,59375.0,,14816.0,0.0002262944,0.1,0.8426295
|
| 97 |
+
977.44,645.29443,-0.011177216,1904.762,960000.0,504.0,60000.0,,14976.0,0.0002260384,0.1,0.7894868
|
| 98 |
+
1017.44,649.131,0.003761596,1909.4489,970000.0,508.0,60625.0,,15136.0,0.0002257824,0.1,0.80236065
|
| 99 |
+
1030.88,653.02637,0.0037767412,1910.3314,980000.0,513.0,61250.0,,15296.0,0.0002255264,0.1,0.7145218
|
| 100 |
+
1049.78,657.034,0.008061946,1914.8937,990000.0,517.0,61875.0,,15456.0,0.0002252704,0.1,0.79388666
|
| 101 |
+
1044.32,660.90686,0.0023823904,1915.7089,1000000.0,522.0,62500.0,,15616.0,0.0002250144,0.1,0.72118866
|
| 102 |
+
1056.29,668.84467,0.001522174,1920.1521,1010000.0,526.0,63125.0,,15776.0,0.0002247584,0.1,0.77213454
|
| 103 |
+
1062.59,676.66797,0.001204551,1920.9039,1020000.0,531.0,63750.0,,15936.0,0.0002245024,0.1,0.72345734
|
| 104 |
+
1056.5,684.405,0.0030834037,1925.2336,1030000.0,535.0,64375.0,,16064.0,0.0002242976,0.1,0.81290066
|
| 105 |
+
1042.01,691.9517,-0.0036724727,1925.9259,1040000.0,540.0,65000.0,,16224.0,0.0002240416,0.1,0.7944133
|
| 106 |
+
1051.99,699.6111,-0.00010828959,1930.1471,1050000.0,544.0,65625.0,,16384.0,0.0002237856,0.1,0.82042855
|
| 107 |
+
1091.68,707.6718,0.00387328,1930.7832,1060000.0,549.0,66250.0,,16544.0,0.0002235296,0.1,0.7532915
|
| 108 |
+
1087.48,715.63385,0.00716154,1934.9005,1070000.0,553.0,66875.0,,16704.0,0.0002232736,0.1,0.76426286
|
| 109 |
+
1082.34,723.47534,-0.008700181,1938.9587,1080000.0,557.0,67500.0,,16864.0,0.0002230176,0.1,0.8408489
|
| 110 |
+
1080.24,731.26843,0.0069208853,1939.5018,1090000.0,562.0,68125.0,,17024.0,0.0002227616,0.1,0.78762186
|
| 111 |
+
1096.2,739.175,0.005516981,1943.4629,1100000.0,566.0,68750.0,,17184.0,0.0002225056,0.1,0.825991
|
| 112 |
+
1110.48,747.0478,-9.4107e-05,1947.3684,1110000.0,570.0,69375.0,,17312.0,0.0002223008,0.1,0.7819364
|
| 113 |
+
1094.94,754.70233,0.0021629762,1951.2195,1120000.0,574.0,70000.0,,17472.0,0.0002220448,0.1,0.72020113
|
| 114 |
+
1079.61,762.11523,0.012538223,1948.2759,1130000.0,580.0,70625.0,,17632.0,0.0002217888,0.1,0.77655584
|
| 115 |
+
1103.97,769.61017,0.0033450334,1952.0548,1140000.0,584.0,71250.0,,17792.0,0.0002215328,0.1,0.723583
|
| 116 |
+
1097.25,776.9455,-0.0027326206,1955.7823,1150000.0,588.0,71875.0,,17952.0,0.0002212768,0.1,0.73145115
|
| 117 |
+
1081.92,784.0625,0.0030583316,1956.1552,1160000.0,593.0,72500.0,,18112.0,0.0002210208,0.1,0.7797588
|
| 118 |
+
1090.53,791.33264,-0.005580866,1956.5217,1170000.0,598.0,73125.0,,18272.0,0.0002207648,0.1,0.78313124
|
| 119 |
+
1090.53,798.6344,0.004771589,1960.1329,1180000.0,602.0,73750.0,,18432.0,0.0002205088,0.1,0.8031118
|
| 120 |
+
1140.09,806.52203,0.0031869255,1960.4613,1190000.0,607.0,74375.0,,18592.0,0.0002202528,0.1,0.7540731
|
| 121 |
+
1146.18,814.565,0.0016938557,1963.9934,1200000.0,611.0,75000.0,,18720.0,0.000220048,0.1,0.7921573
|
| 122 |
+
1160.25,822.6541,0.0040921494,1967.4796,1210000.0,615.0,75625.0,,18880.0,0.000219792,0.1,0.7354747
|
| 123 |
+
1132.74,830.44305,0.0010055776,1967.742,1220000.0,620.0,76250.0,,19040.0,0.000219536,0.1,0.73386735
|
| 124 |
+
1136.73,838.1605,-0.0016947645,1971.1538,1230000.0,624.0,76875.0,,19200.0,0.00021928,0.1,0.8037546
|
| 125 |
+
1162.98,846.08374,0.00091857894,1971.3832,1240000.0,629.0,77500.0,,19360.0,0.000219024,0.1,0.822857
|
| 126 |
+
1133.16,853.60596,-0.00839371,1971.6089,1250000.0,634.0,78125.0,,19520.0,0.000218768,0.1,0.8036014
|
| 127 |
+
1128.54,861.06305,0.004126437,1971.8309,1260000.0,639.0,78750.0,,19680.0,0.000218512,0.1,0.79953605
|
| 128 |
+
1110.9,868.25555,0.0029460967,1975.1167,1270000.0,643.0,79375.0,,19840.0,0.000218256,0.1,0.7864072
|
| 129 |
+
1060.08,874.88525,0.013330151,1975.3086,1280000.0,648.0,80000.0,,20000.0,0.000218,0.1,0.8977902
|
| 130 |
+
1050.21,881.3826,-0.0018041603,1978.5276,1290000.0,652.0,80625.0,,20128.0,0.0002177952,0.1,0.7615827
|
| 131 |
+
986.57,887.14923,-0.007216856,1981.7073,1300000.0,656.0,81250.0,,20288.0,0.0002175392,0.1,0.7262795
|
| 132 |
+
949.61,892.3886,-0.001702879,1984.8485,1310000.0,660.0,81875.0,,20448.0,0.0002172832,0.1,0.78263366
|
| 133 |
+
955.28,897.4402,-0.008508908,1984.9624,1320000.0,665.0,82500.0,,20608.0,0.0002170272,0.1,0.7724459
|
| 134 |
+
954.65,902.41705,0.00055691414,1988.0419,1330000.0,669.0,83125.0,,20768.0,0.0002167712,0.1,0.6774887
|
| 135 |
+
906.56,906.8187,0.0069544185,1988.1306,1340000.0,674.0,83750.0,,20928.0,0.0002165152,0.1,0.7465067
|
| 136 |
+
890.28,910.8226,-0.0057545365,1991.1504,1350000.0,678.0,84375.0,,21088.0,0.0002162592,0.1,0.75058174
|
| 137 |
+
906.34,914.72034,0.007866953,1991.2152,1360000.0,683.0,85000.0,,21248.0,0.0002160032,0.1,0.75406134
|
| 138 |
+
913.68,918.5854,-0.009657716,1994.1776,1370000.0,687.0,85625.0,,21376.0,0.0002157984,0.1,0.81476843
|
| 139 |
+
910.42,922.2657,-0.0109780105,1997.1056,1380000.0,691.0,86250.0,,21536.0,0.0002155424,0.1,0.7302455
|
| 140 |
+
904.34,925.7226,0.015139858,2000.0,1390000.0,695.0,86875.0,,21696.0,0.0002152864,0.1,0.75761294
|
| 141 |
+
923.87,929.2654,0.0046700756,2000.0,1400000.0,700.0,87500.0,,21856.0,0.0002150304,0.1,0.6891883
|
| 142 |
+
921.76,932.6811,-0.0015091433,2002.841,1410000.0,704.0,88125.0,,22016.0,0.0002147744,0.1,0.7433971
|
| 143 |
+
906.95,935.8522,0.0062329974,2005.6497,1420000.0,708.0,88750.0,,22176.0,0.0002145184,0.1,0.68319464
|
| 144 |
+
919.97,938.96954,-0.0003956043,2005.6101,1430000.0,713.0,89375.0,,22336.0,0.0002142624,0.1,0.6727785
|
| 145 |
+
954.1,942.3286,0.014417439,2005.571,1440000.0,718.0,90000.0,,22496.0,0.0002140064,0.1,0.63302803
|
| 146 |
+
953.16,945.55334,0.0011407367,2008.3103,1450000.0,722.0,90625.0,,22656.0,0.0002137504,0.1,0.63579255
|
| 147 |
+
944.55,948.56726,0.0018285947,2011.0193,1460000.0,726.0,91250.0,,22784.0,0.0002135456,0.1,0.70851946
|
| 148 |
+
948.65,951.46704,0.0024697445,2013.6986,1470000.0,730.0,91875.0,,22944.0,0.0002132896,0.1,0.6863796
|
| 149 |
+
946.66,954.202,0.0045791296,2013.6055,1480000.0,735.0,92500.0,,23104.0,0.0002130336,0.1,0.66937536
|
| 150 |
+
968.39,957.05774,-0.005928159,2016.2382,1490000.0,739.0,93125.0,,23264.0,0.0002127776,0.1,0.6399245
|
| 151 |
+
968.49,959.677,-0.002703899,2018.8425,1500000.0,743.0,93750.0,,23424.0,0.0002125216,0.1,0.7247199
|
| 152 |
+
990.97,962.35846,0.014980646,2018.7166,1510000.0,748.0,94375.0,,23584.0,0.0002122656,0.1,0.73904884
|
| 153 |
+
1027.82,965.3434,-0.010872193,2018.5923,1520000.0,753.0,95000.0,,23744.0,0.0002120096,0.1,0.6918285
|
| 154 |
+
1060.57,968.51196,-0.007565044,2021.1361,1530000.0,757.0,95625.0,,23904.0,0.0002117536,0.1,0.6851757
|
| 155 |
+
1096.99,971.9082,0.003384966,2023.6531,1540000.0,761.0,96250.0,,24032.0,0.0002115488,0.1,0.73800904
|
| 156 |
+
1095.72,975.15094,-0.007063024,2023.4987,1550000.0,766.0,96875.0,,24192.0,0.0002112928,0.1,0.7101401
|
| 157 |
+
1094.35,978.2707,0.00031811168,2023.3463,1560000.0,771.0,97500.0,,24352.0,0.0002110368,0.1,0.74182224
|
| 158 |
+
1073.34,981.09546,-0.00060978346,2023.1959,1570000.0,776.0,98125.0,,24512.0,0.0002107808,0.1,0.6640869
|
| 159 |
+
1107.87,984.1436,0.0011584607,2023.0474,1580000.0,781.0,98750.0,,24672.0,0.0002105248,0.1,0.6851403
|
| 160 |
+
1111.74,987.0962,0.0027455678,2025.4777,1590000.0,785.0,99375.0,,24832.0,0.0002102688,0.1,0.72768307
|
| 161 |
+
1151.94,990.31,-0.006622834,2025.3164,1600000.0,790.0,100000.0,,24992.0,0.0002100128,0.1,0.764706
|
| 162 |
+
1153.19,993.6139,0.0041014873,2027.7078,1610000.0,794.0,100625.0,,25152.0,0.0002097568,0.1,0.6268276
|
| 163 |
+
1147.3,996.6627,0.014016737,2030.0752,1620000.0,798.0,101250.0,,25312.0,0.0002095008,0.1,0.7764517
|
| 164 |
+
1145.5,999.6809,-0.006647288,2032.419,1630000.0,802.0,101875.0,,25440.0,0.000209296,0.1,0.66628087
|
| 165 |
+
1138.04,1002.6948,0.004750104,2032.2181,1640000.0,807.0,102500.0,,25600.0,0.00020904,0.1,0.6431161
|
| 166 |
+
1118.73,1005.608,-0.002039297,2034.5253,1650000.0,811.0,103125.0,,25760.0,0.000208784,0.1,0.6520911
|
| 167 |
+
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1858.26,1578.7922,0.012782502,2113.6365,2790000.0,1320.0,174375.0,,43584.0,0.0001802656,0.1,0.5940432
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| 281 |
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1850.41,1584.9839,0.0034954273,2113.2075,2800000.0,1325.0,175000.0,,43744.0,0.0001800096,0.1,0.66573846
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| 282 |
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1824.27,1590.7639,-0.005790556,2114.3718,2810000.0,1329.0,175625.0,,43904.0,0.0001797536,0.1,0.6026299
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| 283 |
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| 284 |
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| 285 |
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| 286 |
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| 287 |
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| 288 |
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| 289 |
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1863.87,1630.5796,0.0070131705,2116.091,2880000.0,1361.0,180000.0,,44992.0,0.0001780128,0.1,0.62840915
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| 290 |
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| 291 |
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| 292 |
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1814.81,1644.4235,0.012032182,2117.9038,2910000.0,1374.0,181875.0,,45440.0,0.000177296,0.1,0.59626794
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| 293 |
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| 294 |
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| 295 |
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| 296 |
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1872.53,1661.9569,0.015022337,2119.253,2950000.0,1392.0,184375.0,,46080.0,0.000176272,0.1,0.6539566
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| 297 |
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| 298 |
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| 299 |
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1900.86,1677.0029,0.026802935,2120.9963,2980000.0,1405.0,186250.0,,46560.0,0.000175504,0.1,0.5759631
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| 300 |
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| 305 |
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| 306 |
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| 307 |
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| 308 |
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| 309 |
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| 310 |
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| 311 |
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1873.13,1732.6715,0.009747752,2121.8345,3100000.0,1461.0,193750.0,,48416.0,0.0001725344,0.1,0.52187127
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| 312 |
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1873.86,1737.2859,0.006618867,2122.867,3110000.0,1465.0,194375.0,,48576.0,0.0001722784,0.1,0.6218403
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| 313 |
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1857.91,1741.8483,0.016074173,2123.8938,3120000.0,1469.0,195000.0,,48736.0,0.0001720224,0.1,0.5671287
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| 314 |
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| 315 |
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1870.81,1751.3433,0.0052531147,2123.0562,3140000.0,1479.0,196250.0,,49056.0,0.0001715104,0.1,0.53819823
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| 316 |
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1884.36,1755.8912,0.015358449,2124.0728,3150000.0,1483.0,196875.0,,49216.0,0.0001712544,0.1,0.5639365
|
data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s0_session_metrics_scalar_train.json
ADDED
|
@@ -0,0 +1,9 @@
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|
| 1 |
+
{
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"total_reward_ma": 1755.8912353515625,
|
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"strength": 956.5462036132812,
|
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"max_strength": 1686.4801025390625,
|
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"final_strength": 1649.1600341796875,
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"sample_efficiency": 7.059176141410717e-07,
|
| 7 |
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"training_efficiency": 4.543547402136028e-05,
|
| 8 |
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"stability": 0.994066596031189
|
| 9 |
+
}
|
data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s0_session_metrics_train.json
ADDED
|
@@ -0,0 +1,2231 @@
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| 1 |
+
{
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| 2 |
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"scalar": {
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| 3 |
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| 4 |
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"strength": 956.5462036132812,
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| 5 |
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"max_strength": 1686.4801025390625,
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| 6 |
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"final_strength": 1649.1600341796875,
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| 7 |
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"sample_efficiency": 7.059176141410717e-07,
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| 8 |
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"training_efficiency": 4.543547402136028e-05,
|
| 9 |
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"stability": 0.994066596031189
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| 10 |
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| 11 |
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"local": {
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| 12 |
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"mean_returns": [
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| 13 |
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262.5,
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| 14 |
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280.26922607421875,
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| 15 |
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282.79998779296875,
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298.20001220703125,
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300.92999267578125,
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| 22 |
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305.54998779296875,
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| 23 |
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323.19000244140625,
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| 24 |
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| 26 |
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| 27 |
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| 28 |
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370.2300109863281,
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353.8500061035156,
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382.8299865722656,
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391.6499938964844,
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397.1099853515625,
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400.4700012207031,
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425.6700134277344,
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450.1300048828125,
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456.95001220703125,
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466.3999938964844,
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516.5700073242188,
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558.6599731445312,
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658.6699829101562,
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673.1599731445312,
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_df_eval.csv
ADDED
|
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_df_train.csv
ADDED
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_metrics_eval.json
ADDED
|
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|
|
data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_metrics_scalar_eval.json
ADDED
|
@@ -0,0 +1,9 @@
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|
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|
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|
|
|
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|
| 1 |
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{
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"total_reward_ma": 3321.63525390625,
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"strength": 1626.6290283203125,
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"training_efficiency": 1.5663314115954563e-05,
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| 8 |
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"stability": 0.9946728944778442
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+
}
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_metrics_scalar_train.json
ADDED
|
@@ -0,0 +1,9 @@
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|
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|
| 1 |
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{
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"total_reward_ma": 3321.63525390625,
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"strength": 1626.6290283203125,
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"max_strength": 3477.52001953125,
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"final_strength": 3095.41015625,
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"training_efficiency": 1.5663314115954563e-05,
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| 8 |
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"stability": 0.9946728944778442
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| 9 |
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}
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s1_session_metrics_train.json
ADDED
|
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|
data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_df_eval.csv
ADDED
|
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|
data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_df_train.csv
ADDED
|
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|
data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_metrics_eval.json
ADDED
|
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|
|
|
data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_metrics_scalar_eval.json
ADDED
|
@@ -0,0 +1,9 @@
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|
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|
|
| 1 |
+
{
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_metrics_scalar_train.json
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s2_session_metrics_train.json
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_df_eval.csv
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_df_train.csv
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_metrics_eval.json
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_s3_session_metrics_scalar_eval.json
ADDED
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@@ -0,0 +1,9 @@
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@@ -0,0 +1,9 @@
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_trial_metrics.json
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data/ppo_atari_lam70_assault_2026_01_08_105154/info/ppo_atari_lam70_assault_t0_trial_metrics_scalar.json
ADDED
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ADDED
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2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:3314.49 | strength:1710 | max_strength:3398 | final_strength:3123 | sample_efficiency:2.39e-07 | training_efficiency:1.529e-05 | stability:0.9952 | consistency:0.7935
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2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.lib.logger:info | Trial 0 done
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2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_assault_2026_01_08_105154
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2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB
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2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_assault_2026_01_08_105154 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_assault_2026_01_08_105154...
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data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s0.log
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|
data/ppo_atari_lam70_assault_2026_01_08_105154/ppo_atari_lam70_assault_t0_trial_metrics_scalar.json
ADDED
|
@@ -0,0 +1,11 @@
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| 1 |
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{
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