episode: 0 training return: tensor(0.0002, device='cuda:0', grad_fn=<AddBackward0>)
episode: 1 training return: tensor(1.8952e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 2 training return: tensor(2.6961e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 3 training return: tensor(4.4195e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 1 test_pfm: 345
episode: 4 training return: tensor(3.8605e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 5 training return: tensor(2.6928e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 6 training return: tensor(1.4197e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 7 training return: tensor(2.8068e-13, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 2 test_pfm: -613
episode: 8 training return: tensor(4.1430e-14, device='cuda:0', grad_fn=<AddBackward0>)
episode: 9 training return: tensor(4.1035e-16, device='cuda:0', grad_fn=<AddBackward0>)
episode: 10 training return: tensor(2.3514e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 11 training return: tensor(5.1810e-09, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 3 test_pfm: -726
episode: 12 training return: tensor(2.3750e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 13 training return: tensor(7.8242e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 14 training return: tensor(9.4666e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 15 training return: tensor(2.0197e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 4 test_pfm: -747
episode: 16 training return: tensor(5.1084e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 17 training return: tensor(1.9077e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 18 training return: tensor(1.1236e-06, device='cuda:0', grad_fn=<AddBackward0>)
episode: 19 training return: tensor(5.5526e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 5 test_pfm: -322
episode: 20 training return: tensor(6.3597e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 21 training return: tensor(4.8691e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 22 training return: tensor(1.7815e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 23 training return: tensor(4.6230e-12, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 6 test_pfm: -550
episode: 24 training return: tensor(4.3360e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 25 training return: tensor(9.0027e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 26 training return: tensor(2.8909e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 27 training return: tensor(8.3647e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 7 test_pfm: -415
episode: 28 training return: tensor(6.7971e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 29 training return: tensor(1.0292e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 30 training return: tensor(2.1608e-13, device='cuda:0', grad_fn=<AddBackward0>)
episode: 31 training return: tensor(1.7001e-12, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 8 test_pfm: -609
episode: 32 training return: tensor(1.4860e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 33 training return: tensor(3.4566e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 34 training return: tensor(5.7601e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 35 training return: tensor(4.6617e-11, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 9 test_pfm: -613
episode: 36 training return: tensor(9.6978e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 37 training return: tensor(6.0870e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 38 training return: tensor(2.5835e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 39 training return: tensor(1.2366e-08, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 10 test_pfm: -692
episode: 40 training return: tensor(1.3962e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 41 training return: tensor(3.4703e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 42 training return: tensor(8.4363e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 43 training return: tensor(1.0245e-07, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 11 test_pfm: -549
episode: 44 training return: tensor(4.6794e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 45 training return: tensor(7.7805e-06, device='cuda:0', grad_fn=<AddBackward0>)
episode: 46 training return: tensor(1.1696e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 47 training return: tensor(1.3921e-07, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 12 test_pfm: -395
episode: 48 training return: tensor(2.6833e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 49 training return: tensor(8.7984e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 50 training return: tensor(4.0871e-06, device='cuda:0', grad_fn=<AddBackward0>)
episode: 51 training return: tensor(1.5195e-07, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 13 test_pfm: -305
episode: 52 training return: tensor(9.6622e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 53 training return: tensor(2.0245e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 54 training return: tensor(8.6997e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 55 training return: tensor(1.4892e-05, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 14 test_pfm: -292
episode: 56 training return: tensor(2.2979e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 57 training return: tensor(1.3858e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 58 training return: tensor(2.4331e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 59 training return: tensor(4.1169e-09, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 15 test_pfm: -407
episode: 60 training return: tensor(1.2549e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 61 training return: tensor(8.2069e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 62 training return: tensor(9.2071e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 63 training return: tensor(3.4673e-07, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 16 test_pfm: -522
episode: 64 training return: tensor(9.4527e-06, device='cuda:0', grad_fn=<AddBackward0>)
episode: 65 training return: tensor(3.1993e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 66 training return: tensor(4.4452e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 67 training return: tensor(1.9221e-06, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 17 test_pfm: -375
episode: 68 training return: tensor(3.7167e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 69 training return: tensor(1.7906e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 70 training return: tensor(3.0368e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 71 training return: tensor(1.0088e-08, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 18 test_pfm: -1062
episode: 72 training return: tensor(2.2584e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 73 training return: tensor(6.6091e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 74 training return: tensor(1.7078e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 75 training return: tensor(1.8264e-09, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 19 test_pfm: -1098
episode: 76 training return: tensor(1.7981e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 77 training return: tensor(6.4658e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 78 training return: tensor(1.9155e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 79 training return: tensor(5.2112e-08, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 20 test_pfm: -1136
episode: 80 training return: tensor(2.5380e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 81 training return: tensor(6.1059e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 82 training return: tensor(3.1837e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 83 training return: tensor(7.9835e-09, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 21 test_pfm: -645
episode: 84 training return: tensor(2.8989e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 85 training return: tensor(5.0852e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 86 training return: tensor(1.9543e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 87 training return: tensor(2.5020e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 22 test_pfm: -445
episode: 88 training return: tensor(4.1932e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 89 training return: tensor(4.2320e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 90 training return: tensor(1.5795e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 91 training return: tensor(4.3935e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 23 test_pfm: -480
episode: 92 training return: tensor(8.7354e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 93 training return: tensor(1.5741e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 94 training return: tensor(1.2225e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 95 training return: tensor(7.2487e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 24 test_pfm: -545
episode: 96 training return: tensor(2.2289e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 97 training return: tensor(7.1436e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 98 training return: tensor(6.5091e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 99 training return: tensor(3.7279e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 25 test_pfm: -595
episode: 100 training return: tensor(3.9271e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 101 training return: tensor(3.8087e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 102 training return: tensor(3.2183e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 103 training return: tensor(5.2513e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 26 test_pfm: -542
episode: 104 training return: tensor(3.9282e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 105 training return: tensor(5.1946e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 106 training return: tensor(1.6896e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 107 training return: tensor(6.5815e-09, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 27 test_pfm: -76
episode: 108 training return: tensor(9.9182e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 109 training return: tensor(8.2343e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 110 training return: tensor(3.8097e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 111 training return: tensor(2.8679e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 28 test_pfm: -507
episode: 112 training return: tensor(2.4554e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 113 training return: tensor(2.7037e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 114 training return: tensor(7.7257e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 115 training return: tensor(3.8396e-13, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 29 test_pfm: -761
episode: 116 training return: tensor(3.0079e-07, device='cuda:0', grad_fn=<AddBackward0>)
episode: 117 training return: tensor(4.4951e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 118 training return: tensor(6.1640e-13, device='cuda:0', grad_fn=<AddBackward0>)
episode: 119 training return: tensor(1.8675e-09, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 30 test_pfm: -568
episode: 120 training return: tensor(9.5938e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 121 training return: tensor(3.0713e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 122 training return: tensor(7.0761e-12, device='cuda:0', grad_fn=<AddBackward0>)
episode: 123 training return: tensor(6.2990e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 31 test_pfm: -411
episode: 124 training return: tensor(3.4939e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 125 training return: tensor(6.7403e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 126 training return: tensor(6.2896e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 127 training return: tensor(3.1761e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 32 test_pfm: -615
episode: 128 training return: tensor(2.0904e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 129 training return: tensor(1.8759e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 130 training return: tensor(2.7059e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 131 training return: tensor(2.3441e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 33 test_pfm: -894
episode: 132 training return: tensor(1.8377e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 133 training return: tensor(1.5271e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 134 training return: tensor(2.0840e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 135 training return: tensor(1.3527e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 34 test_pfm: -618
episode: 136 training return: tensor(1.1545e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 137 training return: tensor(1.5264e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 138 training return: tensor(1.4905e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 139 training return: tensor(4.5688e-11, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 35 test_pfm: -803
episode: 140 training return: tensor(9.1010e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 141 training return: tensor(4.2268e-11, device='cuda:0', grad_fn=<AddBackward0>)
episode: 142 training return: tensor(1.9082e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 143 training return: tensor(1.1014e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 36 test_pfm: -599
episode: 144 training return: tensor(1.7944e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 145 training return: tensor(1.6047e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 146 training return: tensor(2.0821e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 147 training return: tensor(7.2348e-10, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 37 test_pfm: -417
episode: 148 training return: tensor(1.1752e-14, device='cuda:0', grad_fn=<AddBackward0>)
episode: 149 training return: tensor(1.5724e-12, device='cuda:0', grad_fn=<AddBackward0>)
episode: 150 training return: tensor(4.6437e-12, device='cuda:0', grad_fn=<AddBackward0>)
episode: 151 training return: tensor(4.5889e-11, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 38 test_pfm: -514
episode: 152 training return: tensor(1.4041e-08, device='cuda:0', grad_fn=<AddBackward0>)
episode: 153 training return: tensor(7.1556e-09, device='cuda:0', grad_fn=<AddBackward0>)
episode: 154 training return: tensor(7.7430e-10, device='cuda:0', grad_fn=<AddBackward0>)
episode: 155 training return: tensor(1.7755e-12, device='cuda:0', grad_fn=<AddBackward0>)
epoch: 39 test_pfm: -632
episode: 156 training return: tensor(2.2309e-15, device='cuda:0', grad_fn=<AddBackward0>)
episode: 157 training return: tensor(1.1405e-09, device='cuda:0', grad_fn=<AddBackward0>)
