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episode: 0 training return: tensor(279.1016, device='cuda:0')
episode: 1 training return: tensor(535.0747, device='cuda:0')
episode: 2 training return: tensor(606.6295, device='cuda:0')
episode: 3 training return: tensor(530.7305, device='cuda:0')
epoch: 1 test_true_pfm: 3904.5904510487367
episode: 4 training return: tensor(326.3539, device='cuda:0')
episode: 5 training return: tensor(550.2338, device='cuda:0')
episode: 6 training return: tensor(346.2844, device='cuda:0')
episode: 7 training return: tensor(347.4573, device='cuda:0')
epoch: 2 test_true_pfm: 4358.315855763754
episode: 8 training return: tensor(434.3153, device='cuda:0')
episode: 9 training return: tensor(613.5966, device='cuda:0')
episode: 10 training return: tensor(307.7980, device='cuda:0')
episode: 11 training return: tensor(460.5214, device='cuda:0')
epoch: 3 test_true_pfm: 5639.993310766891
episode: 12 training return: tensor(440.3660, device='cuda:0')
episode: 13 training return: tensor(602.1331, device='cuda:0')
episode: 14 training return: tensor(528.5673, device='cuda:0')
episode: 15 training return: tensor(415.5916, device='cuda:0')
epoch: 4 test_true_pfm: 9000.04042095635
episode: 16 training return: tensor(591.1808, device='cuda:0')
episode: 17 training return: tensor(607.4311, device='cuda:0')
episode: 18 training return: tensor(336.6702, device='cuda:0')
episode: 19 training return: tensor(462.3388, device='cuda:0')
epoch: 5 test_true_pfm: 5717.306032443416
episode: 20 training return: tensor(607.2085, device='cuda:0')
episode: 21 training return: tensor(400.8354, device='cuda:0')
episode: 22 training return: tensor(600.0929, device='cuda:0')
episode: 23 training return: tensor(390.3843, device='cuda:0')
epoch: 6 test_true_pfm: 7292.862533981756
episode: 24 training return: tensor(592.2531, device='cuda:0')
episode: 25 training return: tensor(299.0361, device='cuda:0')
episode: 26 training return: tensor(346.9402, device='cuda:0')
episode: 27 training return: tensor(279.9117, device='cuda:0')
epoch: 7 test_true_pfm: 5626.147700852816
episode: 28 training return: tensor(371.7916, device='cuda:0')
episode: 29 training return: tensor(508.5912, device='cuda:0')
episode: 30 training return: tensor(451.7929, device='cuda:0')
episode: 31 training return: tensor(311.5887, device='cuda:0')
epoch: 8 test_true_pfm: 3971.2492999540714
episode: 32 training return: tensor(562.8748, device='cuda:0')
episode: 33 training return: tensor(411.8849, device='cuda:0')
episode: 34 training return: tensor(381.8929, device='cuda:0')
episode: 35 training return: tensor(394.2148, device='cuda:0')
epoch: 9 test_true_pfm: 5544.871580162853
episode: 36 training return: tensor(538.4373, device='cuda:0')
episode: 37 training return: tensor(609.2992, device='cuda:0')
episode: 38 training return: tensor(314.7050, device='cuda:0')
episode: 39 training return: tensor(313.5526, device='cuda:0')
epoch: 10 test_true_pfm: 4798.033558431053
episode: 40 training return: tensor(328.9883, device='cuda:0')
episode: 41 training return: tensor(620.1921, device='cuda:0')
episode: 42 training return: tensor(446.9632, device='cuda:0')
episode: 43 training return: tensor(391.4775, device='cuda:0')
epoch: 11 test_true_pfm: 3701.617395196188
episode: 44 training return: tensor(594.2744, device='cuda:0')
episode: 45 training return: tensor(322.0138, device='cuda:0')
episode: 46 training return: tensor(412.2786, device='cuda:0')
episode: 47 training return: tensor(466.4080, device='cuda:0')
epoch: 12 test_true_pfm: 7035.420540823491
episode: 48 training return: tensor(441.7198, device='cuda:0')
episode: 49 training return: tensor(384.2173, device='cuda:0')
episode: 50 training return: tensor(324.7961, device='cuda:0')
episode: 51 training return: tensor(537.5490, device='cuda:0')
epoch: 13 test_true_pfm: 6663.8351972836435
episode: 52 training return: tensor(538.1340, device='cuda:0')
episode: 53 training return: tensor(540.9171, device='cuda:0')
episode: 54 training return: tensor(313.4273, device='cuda:0')
episode: 55 training return: tensor(343.1183, device='cuda:0')
epoch: 14 test_true_pfm: 6630.408615083274
episode: 56 training return: tensor(300.9312, device='cuda:0')
episode: 57 training return: tensor(438.8094, device='cuda:0')
episode: 58 training return: tensor(461.1604, device='cuda:0')
episode: 59 training return: tensor(309.6184, device='cuda:0')
epoch: 15 test_true_pfm: 5766.704153810858
episode: 60 training return: tensor(382.3893, device='cuda:0')
episode: 61 training return: tensor(483.6396, device='cuda:0')
episode: 62 training return: tensor(347.2862, device='cuda:0')
episode: 63 training return: tensor(614.2079, device='cuda:0')
epoch: 16 test_true_pfm: 3755.9453578714674
episode: 64 training return: tensor(621.2335, device='cuda:0')
episode: 65 training return: tensor(453.3735, device='cuda:0')
episode: 66 training return: tensor(307.7655, device='cuda:0')
episode: 67 training return: tensor(525.9957, device='cuda:0')
epoch: 17 test_true_pfm: 5218.735195838393
episode: 68 training return: tensor(541.6421, device='cuda:0')
episode: 69 training return: tensor(510.8297, device='cuda:0')
episode: 70 training return: tensor(407.5789, device='cuda:0')
episode: 71 training return: tensor(614.6355, device='cuda:0')
epoch: 18 test_true_pfm: 8313.961739202676
episode: 72 training return: tensor(270.9630, device='cuda:0')
episode: 73 training return: tensor(603.2565, device='cuda:0')
episode: 74 training return: tensor(317.2051, device='cuda:0')
episode: 75 training return: tensor(573.8162, device='cuda:0')
epoch: 19 test_true_pfm: 6218.308467391224
episode: 76 training return: tensor(561.4288, device='cuda:0')
episode: 77 training return: tensor(376.4450, device='cuda:0')
episode: 78 training return: tensor(616.4442, device='cuda:0')
episode: 79 training return: tensor(354.1468, device='cuda:0')
epoch: 20 test_true_pfm: 8091.563007174661
episode: 80 training return: tensor(293.5392, device='cuda:0')
episode: 81 training return: tensor(398.0286, device='cuda:0')
episode: 82 training return: tensor(577.1400, device='cuda:0')
episode: 83 training return: tensor(345.9176, device='cuda:0')
epoch: 21 test_true_pfm: 5403.84112441189
episode: 84 training return: tensor(349.6446, device='cuda:0')
episode: 85 training return: tensor(309.3309, device='cuda:0')
episode: 86 training return: tensor(590.5098, device='cuda:0')
episode: 87 training return: tensor(309.4020, device='cuda:0')
epoch: 22 test_true_pfm: 3553.140579029959
episode: 88 training return: tensor(533.6085, device='cuda:0')
episode: 89 training return: tensor(614.6635, device='cuda:0')
episode: 90 training return: tensor(344.7360, device='cuda:0')
episode: 91 training return: tensor(507.0402, device='cuda:0')
epoch: 23 test_true_pfm: 3499.0851011771388
episode: 92 training return: tensor(588.1262, device='cuda:0')
episode: 93 training return: tensor(596.3687, device='cuda:0')
episode: 94 training return: tensor(590.8106, device='cuda:0')
episode: 95 training return: tensor(580.8640, device='cuda:0')
epoch: 24 test_true_pfm: 9022.199036222322
episode: 96 training return: tensor(558.6472, device='cuda:0')
episode: 97 training return: tensor(493.9985, device='cuda:0')
episode: 98 training return: tensor(463.9154, device='cuda:0')
episode: 99 training return: tensor(442.4021, device='cuda:0')
epoch: 25 test_true_pfm: 3792.6021685559003
episode: 100 training return: tensor(314.0796, device='cuda:0')
episode: 101 training return: tensor(359.4804, device='cuda:0')
episode: 102 training return: tensor(554.0413, device='cuda:0')
episode: 103 training return: tensor(491.1872, device='cuda:0')
epoch: 26 test_true_pfm: 5334.999485657978
episode: 104 training return: tensor(271.8037, device='cuda:0')
episode: 105 training return: tensor(370.3941, device='cuda:0')
episode: 106 training return: tensor(615.6328, device='cuda:0')
episode: 107 training return: tensor(614.2658, device='cuda:0')
epoch: 27 test_true_pfm: 2747.847481322456
episode: 108 training return: tensor(583.8209, device='cuda:0')
episode: 109 training return: tensor(452.6747, device='cuda:0')
episode: 110 training return: tensor(361.2214, device='cuda:0')
episode: 111 training return: tensor(331.5382, device='cuda:0')
epoch: 28 test_true_pfm: 5595.595518470635
episode: 112 training return: tensor(622.7700, device='cuda:0')
episode: 113 training return: tensor(585.0605, device='cuda:0')
episode: 114 training return: tensor(408.6140, device='cuda:0')
episode: 115 training return: tensor(337.9144, device='cuda:0')
epoch: 29 test_true_pfm: 6635.361808197306
episode: 116 training return: tensor(603.7616, device='cuda:0')
episode: 117 training return: tensor(436.5097, device='cuda:0')
episode: 118 training return: tensor(563.5053, device='cuda:0')
episode: 119 training return: tensor(552.8733, device='cuda:0')
