dqnlogs.txt

required memory = 23.85 GBs, available memory = 56.62 GBs
A.L.E: Arcade Learning Environment (version 0.10.1+unknown)
[Powered by Stella]


Model input shape: (1, 4, 80, 80)
Model output shape torch.Size([1, 6])

DQN(
  (conv1): Conv2d(4, 16, kernel_size=(8, 8), stride=(4, 4))
  (relu1): ReLU()
  (conv2): Conv2d(16, 32, kernel_size=(4, 4), stride=(2, 2))
  (relu2): ReLU()
  (flatten): Flatten(start_dim=1, end_dim=-1)
  (fc1): Linear(in_features=2048, out_features=256, bias=True)
  (relu3): ReLU()
  (fc2): Linear(in_features=256, out_features=6, bias=True)
) 
Number of parameters: 538422
Training Starting...
/tmp/torchinductor_vvy/c5/cc5gii4hsyscaexernf7d5gehcvtfnlnnaz6ccatmram4finscs2.py:315: UserWarning: Deterministic behavior was enabled with either `torch.use_deterministic_algorithms(True)` or `at::Context::setDeterministicAlgorithms(true)`, but this operation is not deterministic because it uses CuBLAS and you have CUDA >= 10.2. To enable deterministic behavior in this case, you must set an environment variable before running your PyTorch application: CUBLAS_WORKSPACE_CONFIG=:4096:8 or CUBLAS_WORKSPACE_CONFIG=:16:8. For more information, go to https://docs.nvidia.com/cuda/cublas/index.html#results-reproducibility (Triggered internally at ../aten/src/ATen/Context.cpp:185.)
  extern_kernels.mm(reinterpret_tensor(buf6, (1, 2048), (0, 1), 0), reinterpret_tensor(arg4_1, (2048, 256), (1, 2048), 0), out=buf7)

| Step: 3534 | Episode: 1 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 1.00 s || Eps: 0.996821 || INFO: {'lives': 0, 'episode_frame_number': 3534, 'frame_number': 3534} |

| Step: 7017 | Episode: 2 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 0.51 s || Eps: 0.993687 || INFO: {'lives': 0, 'episode_frame_number': 3483, 'frame_number': 7017} |

| Step: 10425 | Episode: 3 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 0.40 s || Eps: 0.990621 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 10425} |

| Step: 13945 | Episode: 4 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 0.42 s || Eps: 0.987453 || INFO: {'lives': 0, 'episode_frame_number': 3520, 'frame_number': 13945} |

| Step: 17353 | Episode: 5 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 0.41 s || Eps: 0.984386 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 17353} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 21341 | Episode: 6 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 0.47 s || Eps: 0.980797 || INFO: {'lives': 0, 'episode_frame_number': 3988, 'frame_number': 21341} |
	|| Reward 1.0 ||
| Step: 25124 | Episode: 7 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 0.45 s || Eps: 0.977391 || INFO: {'lives': 0, 'episode_frame_number': 3783, 'frame_number': 25124} |
	|| Reward 1.0 ||
| Step: 28674 | Episode: 8 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 0.42 s || Eps: 0.974195 || INFO: {'lives': 0, 'episode_frame_number': 3550, 'frame_number': 28674} |
	|| Reward 1.0 ||
| Step: 32025 | Episode: 9 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 0.40 s || Eps: 0.971180 || INFO: {'lives': 0, 'episode_frame_number': 3351, 'frame_number': 32025} |
	|| Reward 1.0 ||
| Step: 35684 | Episode: 10 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 0.44 s || Eps: 0.967887 || INFO: {'lives': 0, 'episode_frame_number': 3659, 'frame_number': 35684} |

| Step: 38740 | Episode: 11 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 0.37 s || Eps: 0.965138 || INFO: {'lives': 0, 'episode_frame_number': 3056, 'frame_number': 38740} |

| Step: 42268 | Episode: 12 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 0.42 s || Eps: 0.961962 || INFO: {'lives': 0, 'episode_frame_number': 3528, 'frame_number': 42268} |

| Step: 45436 | Episode: 13 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 0.38 s || Eps: 0.959111 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 45436} |
	|| Reward 1.0 ||
| Step: 49139 | Episode: 14 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 0.44 s || Eps: 0.955778 || INFO: {'lives': 0, 'episode_frame_number': 3703, 'frame_number': 49139} |
/tmp/torchinductor_vvy/3o/c3oiw7slxscyia4b34oatjkuagjj34ukitmvojo3b34fvsp57ckx.py:472: UserWarning: Deterministic behavior was enabled with either `torch.use_deterministic_algorithms(True)` or `at::Context::setDeterministicAlgorithms(true)`, but this operation is not deterministic because it uses CuBLAS and you have CUDA >= 10.2. To enable deterministic behavior in this case, you must set an environment variable before running your PyTorch application: CUBLAS_WORKSPACE_CONFIG=:4096:8 or CUBLAS_WORKSPACE_CONFIG=:16:8. For more information, go to https://docs.nvidia.com/cuda/cublas/index.html#results-reproducibility (Triggered internally at ../aten/src/ATen/Context.cpp:185.)
  extern_kernels.mm(reinterpret_tensor(buf8, (s0, 2048), (2048, 1), 0), reinterpret_tensor(buf9, (2048, 256), (1, 2048), 0), out=buf10)
/tmp/torchinductor_vvy/nu/cnudavhxapjn3azvila3qlgs7d6f5pzz4vnrcvz7ui5qzg56jqak.py:465: UserWarning: Deterministic behavior was enabled with either `torch.use_deterministic_algorithms(True)` or `at::Context::setDeterministicAlgorithms(true)`, but this operation is not deterministic because it uses CuBLAS and you have CUDA >= 10.2. To enable deterministic behavior in this case, you must set an environment variable before running your PyTorch application: CUBLAS_WORKSPACE_CONFIG=:4096:8 or CUBLAS_WORKSPACE_CONFIG=:16:8. For more information, go to https://docs.nvidia.com/cuda/cublas/index.html#results-reproducibility (Triggered internally at ../aten/src/ATen/Context.cpp:185.)
  extern_kernels.mm(reinterpret_tensor(buf8, (s0, 2048), (2048, 1), 0), buf9, out=buf10)
/tmp/torchinductor_vvy/a6/ca6agpqf5v4ti4zzycrzkskbqmi7unfbka3obbbry5bs5kkjvdz7.py:501: UserWarning: Deterministic behavior was enabled with either `torch.use_deterministic_algorithms(True)` or `at::Context::setDeterministicAlgorithms(true)`, but this operation is not deterministic because it uses CuBLAS and you have CUDA >= 10.2. To enable deterministic behavior in this case, you must set an environment variable before running your PyTorch application: CUBLAS_WORKSPACE_CONFIG=:4096:8 or CUBLAS_WORKSPACE_CONFIG=:16:8. For more information, go to https://docs.nvidia.com/cuda/cublas/index.html#results-reproducibility (Triggered internally at ../aten/src/ATen/Context.cpp:185.)
  extern_kernels.mm(tangents_1, permute_2, out=buf0)
/tmp/torchinductor_vvy/a6/ca6agpqf5v4ti4zzycrzkskbqmi7unfbka3obbbry5bs5kkjvdz7.py:505: UserWarning: Deterministic behavior was enabled with either `torch.use_deterministic_algorithms(True)` or `at::Context::setDeterministicAlgorithms(true)`, but this operation is not deterministic because it uses CuBLAS and you have CUDA >= 10.2. To enable deterministic behavior in this case, you must set an environment variable before running your PyTorch application: CUBLAS_WORKSPACE_CONFIG=:4096:8 or CUBLAS_WORKSPACE_CONFIG=:16:8. For more information, go to https://docs.nvidia.com/cuda/cublas/index.html#results-reproducibility (Triggered internally at ../aten/src/ATen/Context.cpp:185.)
  extern_kernels.mm(reinterpret_tensor(tangents_1, (6, s0), (1, 6), 0), relu_2, out=buf1)
/tmp/torchinductor_vvy/a6/ca6agpqf5v4ti4zzycrzkskbqmi7unfbka3obbbry5bs5kkjvdz7.py:522: UserWarning: Deterministic behavior was enabled with either `torch.use_deterministic_algorithms(True)` or `at::Context::setDeterministicAlgorithms(true)`, but this operation is not deterministic because it uses CuBLAS and you have CUDA >= 10.2. To enable deterministic behavior in this case, you must set an environment variable before running your PyTorch application: CUBLAS_WORKSPACE_CONFIG=:4096:8 or CUBLAS_WORKSPACE_CONFIG=:16:8. For more information, go to https://docs.nvidia.com/cuda/cublas/index.html#results-reproducibility (Triggered internally at ../aten/src/ATen/Context.cpp:185.)
  extern_kernels.mm(buf4, permute_6, out=buf5)
/tmp/torchinductor_vvy/a6/ca6agpqf5v4ti4zzycrzkskbqmi7unfbka3obbbry5bs5kkjvdz7.py:526: UserWarning: Deterministic behavior was enabled with either `torch.use_deterministic_algorithms(True)` or `at::Context::setDeterministicAlgorithms(true)`, but this operation is not deterministic because it uses CuBLAS and you have CUDA >= 10.2. To enable deterministic behavior in this case, you must set an environment variable before running your PyTorch application: CUBLAS_WORKSPACE_CONFIG=:4096:8 or CUBLAS_WORKSPACE_CONFIG=:16:8. For more information, go to https://docs.nvidia.com/cuda/cublas/index.html#results-reproducibility (Triggered internally at ../aten/src/ATen/Context.cpp:185.)
  extern_kernels.mm(reinterpret_tensor(buf4, (256, s0), (1, 256), 0), view, out=buf6)
/tmp/torchinductor_vvy/3o/c3oiw7slxscyia4b34oatjkuagjj34ukitmvojo3b34fvsp57ckx.py:472: UserWarning: Deterministic behavior was enabled with either `torch.use_deterministic_algorithms(True)` or `at::Context::setDeterministicAlgorithms(true)`, but this operation is not deterministic because it uses CuBLAS and you have CUDA >= 10.2. To enable deterministic behavior in this case, you must set an environment variable before running your PyTorch application: CUBLAS_WORKSPACE_CONFIG=:4096:8 or CUBLAS_WORKSPACE_CONFIG=:16:8. For more information, go to https://docs.nvidia.com/cuda/cublas/index.html#results-reproducibility (Triggered internally at ../aten/src/ATen/Context.cpp:185.)
  extern_kernels.mm(reinterpret_tensor(buf8, (s0, 2048), (2048, 1), 0), reinterpret_tensor(buf9, (2048, 256), (1, 2048), 0), out=buf10)
/tmp/torchinductor_vvy/c5/cc5gii4hsyscaexernf7d5gehcvtfnlnnaz6ccatmram4finscs2.py:315: UserWarning: Deterministic behavior was enabled with either `torch.use_deterministic_algorithms(True)` or `at::Context::setDeterministicAlgorithms(true)`, but this operation is not deterministic because it uses CuBLAS and you have CUDA >= 10.2. To enable deterministic behavior in this case, you must set an environment variable before running your PyTorch application: CUBLAS_WORKSPACE_CONFIG=:4096:8 or CUBLAS_WORKSPACE_CONFIG=:16:8. For more information, go to https://docs.nvidia.com/cuda/cublas/index.html#results-reproducibility (Triggered internally at ../aten/src/ATen/Context.cpp:185.)
  extern_kernels.mm(reinterpret_tensor(buf6, (1, 2048), (0, 1), 0), reinterpret_tensor(arg4_1, (2048, 256), (1, 2048), 0), out=buf7)

| Step: 52679 | Episode: 15 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.35 s || Eps: 0.952592 || INFO: {'lives': 0, 'episode_frame_number': 3540, 'frame_number': 52679} |
	|| Reward 1.0 ||
| Step: 56234 | Episode: 16 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.54 s || Eps: 0.949392 || INFO: {'lives': 0, 'episode_frame_number': 3555, 'frame_number': 56234} |

| Step: 59530 | Episode: 17 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.36 s || Eps: 0.946427 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 59530} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 63644 | Episode: 18 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 2.98 s || Eps: 0.942722 || INFO: {'lives': 0, 'episode_frame_number': 4114, 'frame_number': 63644} |

| Step: 67127 | Episode: 19 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.58 s || Eps: 0.939588 || INFO: {'lives': 0, 'episode_frame_number': 3483, 'frame_number': 67127} |

| Step: 70775 | Episode: 20 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.90 s || Eps: 0.936306 || INFO: {'lives': 0, 'episode_frame_number': 3648, 'frame_number': 70775} |

| Step: 74427 | Episode: 21 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.93 s || Eps: 0.933019 || INFO: {'lives': 0, 'episode_frame_number': 3652, 'frame_number': 74427} |

| Step: 77483 | Episode: 22 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.39 s || Eps: 0.930269 || INFO: {'lives': 0, 'episode_frame_number': 3056, 'frame_number': 77483} |
	|| Reward 1.0 ||
| Step: 81210 | Episode: 23 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.94 s || Eps: 0.926914 || INFO: {'lives': 0, 'episode_frame_number': 3727, 'frame_number': 81210} |
	|| Reward 1.0 ||
| Step: 85363 | Episode: 24 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.04 s || Eps: 0.923174 || INFO: {'lives': 0, 'episode_frame_number': 4153, 'frame_number': 85363} |

| Step: 88771 | Episode: 25 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.05 s || Eps: 0.920110 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 88771} |

| Step: 91939 | Episode: 26 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.77 s || Eps: 0.917258 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 91939} |

| Step: 95723 | Episode: 27 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.07 s || Eps: 0.913853 || INFO: {'lives': 0, 'episode_frame_number': 3784, 'frame_number': 95723} |

| Step: 99882 | Episode: 28 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.07 s || Eps: 0.910109 || INFO: {'lives': 0, 'episode_frame_number': 4159, 'frame_number': 99882} |
	|| Reward 1.0 ||
| Step: 103822 | Episode: 29 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.93 s || Eps: 0.906564 || INFO: {'lives': 0, 'episode_frame_number': 3940, 'frame_number': 103822} |

| Step: 107118 | Episode: 30 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.71 s || Eps: 0.903597 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 107118} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 111113 | Episode: 31 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.00 s || Eps: 0.900001 || INFO: {'lives': 0, 'episode_frame_number': 3995, 'frame_number': 111113} |
	|| Reward 1.0 ||
| Step: 115278 | Episode: 32 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.26 s || Eps: 0.896251 || INFO: {'lives': 0, 'episode_frame_number': 4165, 'frame_number': 115278} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 119129 | Episode: 33 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 2.95 s || Eps: 0.892787 || INFO: {'lives': 0, 'episode_frame_number': 3851, 'frame_number': 119129} |

| Step: 122726 | Episode: 34 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.73 s || Eps: 0.889547 || INFO: {'lives': 0, 'episode_frame_number': 3597, 'frame_number': 122726} |

| Step: 125857 | Episode: 35 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.32 s || Eps: 0.886731 || INFO: {'lives': 0, 'episode_frame_number': 3131, 'frame_number': 125857} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 129843 | Episode: 36 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.08 s || Eps: 0.883143 || INFO: {'lives': 0, 'episode_frame_number': 3986, 'frame_number': 129843} |

| Step: 133558 | Episode: 37 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.89 s || Eps: 0.879800 || INFO: {'lives': 0, 'episode_frame_number': 3715, 'frame_number': 133558} |
	|| Reward 1.0 ||
| Step: 138189 | Episode: 38 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.76 s || Eps: 0.875633 || INFO: {'lives': 0, 'episode_frame_number': 4631, 'frame_number': 138189} |

| Step: 141826 | Episode: 39 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.92 s || Eps: 0.872358 || INFO: {'lives': 0, 'episode_frame_number': 3637, 'frame_number': 141826} |
	|| Reward 1.0 ||
| Step: 145725 | Episode: 40 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.25 s || Eps: 0.868850 || INFO: {'lives': 0, 'episode_frame_number': 3899, 'frame_number': 145725} |

| Step: 149361 | Episode: 41 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.75 s || Eps: 0.865579 || INFO: {'lives': 0, 'episode_frame_number': 3636, 'frame_number': 149361} |
	|| Reward 1.0 ||
| Step: 153619 | Episode: 42 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.35 s || Eps: 0.861745 || INFO: {'lives': 0, 'episode_frame_number': 4258, 'frame_number': 153619} |

| Step: 157035 | Episode: 43 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.62 s || Eps: 0.858672 || INFO: {'lives': 0, 'episode_frame_number': 3416, 'frame_number': 157035} |
	|| Reward 1.0 ||
| Step: 161286 | Episode: 44 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.47 s || Eps: 0.854845 || INFO: {'lives': 0, 'episode_frame_number': 4251, 'frame_number': 161286} |
	|| Reward 1.0 ||
| Step: 164634 | Episode: 45 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.74 s || Eps: 0.851833 || INFO: {'lives': 0, 'episode_frame_number': 3348, 'frame_number': 164634} |

| Step: 168278 | Episode: 46 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.94 s || Eps: 0.848553 || INFO: {'lives': 0, 'episode_frame_number': 3644, 'frame_number': 168278} |

| Step: 171814 | Episode: 47 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.72 s || Eps: 0.845371 || INFO: {'lives': 0, 'episode_frame_number': 3536, 'frame_number': 171814} |

| Step: 175411 | Episode: 48 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.75 s || Eps: 0.842131 || INFO: {'lives': 0, 'episode_frame_number': 3597, 'frame_number': 175411} |
	|| Reward 1.0 ||
| Step: 179160 | Episode: 49 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.91 s || Eps: 0.838757 || INFO: {'lives': 0, 'episode_frame_number': 3749, 'frame_number': 179160} |

| Step: 182641 | Episode: 50 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.62 s || Eps: 0.835624 || INFO: {'lives': 0, 'episode_frame_number': 3481, 'frame_number': 182641} |

| Step: 185884 | Episode: 51 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.45 s || Eps: 0.832707 || INFO: {'lives': 0, 'episode_frame_number': 3243, 'frame_number': 185884} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 190611 | Episode: 52 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 3.52 s || Eps: 0.828453 || INFO: {'lives': 0, 'episode_frame_number': 4727, 'frame_number': 190611} |

| Step: 194019 | Episode: 53 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.49 s || Eps: 0.825387 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 194019} |
	|| Reward 1.0 ||
| Step: 197594 | Episode: 54 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.96 s || Eps: 0.822168 || INFO: {'lives': 0, 'episode_frame_number': 3575, 'frame_number': 197594} |

| Step: 201005 | Episode: 55 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.74 s || Eps: 0.819098 || INFO: {'lives': 0, 'episode_frame_number': 3411, 'frame_number': 201005} |
	|| Reward 1.0 ||
| Step: 204465 | Episode: 56 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.79 s || Eps: 0.815985 || INFO: {'lives': 0, 'episode_frame_number': 3460, 'frame_number': 204465} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 208495 | Episode: 57 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.08 s || Eps: 0.812356 || INFO: {'lives': 0, 'episode_frame_number': 4030, 'frame_number': 208495} |

| Step: 212108 | Episode: 58 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.10 s || Eps: 0.809104 || INFO: {'lives': 0, 'episode_frame_number': 3613, 'frame_number': 212108} |
	|| Reward 1.0 ||
| Step: 215829 | Episode: 59 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.96 s || Eps: 0.805755 || INFO: {'lives': 0, 'episode_frame_number': 3721, 'frame_number': 215829} |

| Step: 218997 | Episode: 60 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.47 s || Eps: 0.802906 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 218997} |
	|| Reward 1.0 ||
| Step: 222929 | Episode: 61 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.85 s || Eps: 0.799368 || INFO: {'lives': 0, 'episode_frame_number': 3932, 'frame_number': 222929} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 226983 | Episode: 62 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.00 s || Eps: 0.795717 || INFO: {'lives': 0, 'episode_frame_number': 4054, 'frame_number': 226983} |

| Step: 230151 | Episode: 63 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.32 s || Eps: 0.792868 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 230151} |

| Step: 233447 | Episode: 64 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.40 s || Eps: 0.789901 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 233447} |

| Step: 237103 | Episode: 65 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.67 s || Eps: 0.786611 || INFO: {'lives': 0, 'episode_frame_number': 3656, 'frame_number': 237103} |

| Step: 240639 | Episode: 66 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.60 s || Eps: 0.783428 || INFO: {'lives': 0, 'episode_frame_number': 3536, 'frame_number': 240639} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 244671 | Episode: 67 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.05 s || Eps: 0.779800 || INFO: {'lives': 0, 'episode_frame_number': 4032, 'frame_number': 244671} |

| Step: 248681 | Episode: 68 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.94 s || Eps: 0.776189 || INFO: {'lives': 0, 'episode_frame_number': 4010, 'frame_number': 248681} |

| Step: 252304 | Episode: 69 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.92 s || Eps: 0.772929 || INFO: {'lives': 0, 'episode_frame_number': 3623, 'frame_number': 252304} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 256612 | Episode: 70 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.15 s || Eps: 0.769053 || INFO: {'lives': 0, 'episode_frame_number': 4308, 'frame_number': 256612} |

| Step: 259983 | Episode: 71 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.48 s || Eps: 0.766018 || INFO: {'lives': 0, 'episode_frame_number': 3371, 'frame_number': 259983} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 264327 | Episode: 72 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.19 s || Eps: 0.762109 || INFO: {'lives': 0, 'episode_frame_number': 4344, 'frame_number': 264327} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 268232 | Episode: 73 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.19 s || Eps: 0.758592 || INFO: {'lives': 0, 'episode_frame_number': 3905, 'frame_number': 268232} |

| Step: 271890 | Episode: 74 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.69 s || Eps: 0.755301 || INFO: {'lives': 0, 'episode_frame_number': 3658, 'frame_number': 271890} |

| Step: 274946 | Episode: 75 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.30 s || Eps: 0.752552 || INFO: {'lives': 0, 'episode_frame_number': 3056, 'frame_number': 274946} |

| Step: 278594 | Episode: 76 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.99 s || Eps: 0.749269 || INFO: {'lives': 0, 'episode_frame_number': 3648, 'frame_number': 278594} |
	|| Reward 1.0 ||
| Step: 282812 | Episode: 77 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.30 s || Eps: 0.745471 || INFO: {'lives': 0, 'episode_frame_number': 4218, 'frame_number': 282812} |
	|| Reward 1.0 ||
| Step: 286787 | Episode: 78 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.35 s || Eps: 0.741894 || INFO: {'lives': 0, 'episode_frame_number': 3975, 'frame_number': 286787} |

| Step: 290030 | Episode: 79 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.62 s || Eps: 0.738976 || INFO: {'lives': 0, 'episode_frame_number': 3243, 'frame_number': 290030} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 294490 | Episode: 80 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.60 s || Eps: 0.734963 || INFO: {'lives': 0, 'episode_frame_number': 4460, 'frame_number': 294490} |

| Step: 298030 | Episode: 81 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.15 s || Eps: 0.731777 || INFO: {'lives': 0, 'episode_frame_number': 3540, 'frame_number': 298030} |

| Step: 301641 | Episode: 82 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.97 s || Eps: 0.728526 || INFO: {'lives': 0, 'episode_frame_number': 3611, 'frame_number': 301641} |
	|| Reward 1.0 ||
| Step: 304991 | Episode: 83 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.66 s || Eps: 0.725510 || INFO: {'lives': 0, 'episode_frame_number': 3350, 'frame_number': 304991} |

| Step: 308235 | Episode: 84 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.72 s || Eps: 0.722592 || INFO: {'lives': 0, 'episode_frame_number': 3244, 'frame_number': 308235} |

| Step: 311607 | Episode: 85 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.69 s || Eps: 0.719557 || INFO: {'lives': 0, 'episode_frame_number': 3372, 'frame_number': 311607} |

| Step: 315022 | Episode: 86 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.84 s || Eps: 0.716483 || INFO: {'lives': 0, 'episode_frame_number': 3415, 'frame_number': 315022} |

| Step: 318310 | Episode: 87 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.69 s || Eps: 0.713525 || INFO: {'lives': 0, 'episode_frame_number': 3288, 'frame_number': 318310} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 322215 | Episode: 88 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.31 s || Eps: 0.710007 || INFO: {'lives': 0, 'episode_frame_number': 3905, 'frame_number': 322215} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 326456 | Episode: 89 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.43 s || Eps: 0.706190 || INFO: {'lives': 0, 'episode_frame_number': 4241, 'frame_number': 326456} |

| Step: 329827 | Episode: 90 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.81 s || Eps: 0.703158 || INFO: {'lives': 0, 'episode_frame_number': 3371, 'frame_number': 329827} |

| Step: 333182 | Episode: 91 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.91 s || Eps: 0.700139 || INFO: {'lives': 0, 'episode_frame_number': 3355, 'frame_number': 333182} |

| Step: 336478 | Episode: 92 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.57 s || Eps: 0.697173 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 336478} |

| Step: 340126 | Episode: 93 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.78 s || Eps: 0.693890 || INFO: {'lives': 0, 'episode_frame_number': 3648, 'frame_number': 340126} |

| Step: 343422 | Episode: 94 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.54 s || Eps: 0.690924 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 343422} |

| Step: 347149 | Episode: 95 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.90 s || Eps: 0.687569 || INFO: {'lives': 0, 'episode_frame_number': 3727, 'frame_number': 347149} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 351118 | Episode: 96 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.06 s || Eps: 0.683995 || INFO: {'lives': 0, 'episode_frame_number': 3969, 'frame_number': 351118} |

| Step: 354286 | Episode: 97 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.45 s || Eps: 0.681146 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 354286} |
	|| Reward 1.0 ||
| Step: 358390 | Episode: 98 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.11 s || Eps: 0.677453 || INFO: {'lives': 0, 'episode_frame_number': 4104, 'frame_number': 358390} |

| Step: 361802 | Episode: 99 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.59 s || Eps: 0.674382 || INFO: {'lives': 0, 'episode_frame_number': 3412, 'frame_number': 361802} |
	|| Reward 1.0 ||
| Step: 365977 | Episode: 100 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.18 s || Eps: 0.670623 || INFO: {'lives': 0, 'episode_frame_number': 4175, 'frame_number': 365977} |

| Step: 369108 | Episode: 101 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.31 s || Eps: 0.667806 || INFO: {'lives': 0, 'episode_frame_number': 3131, 'frame_number': 369108} |

| Step: 372723 | Episode: 102 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.73 s || Eps: 0.664552 || INFO: {'lives': 0, 'episode_frame_number': 3615, 'frame_number': 372723} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 377140 | Episode: 103 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.38 s || Eps: 0.660575 || INFO: {'lives': 0, 'episode_frame_number': 4417, 'frame_number': 377140} |
	|| Reward 1.0 ||
| Step: 381284 | Episode: 104 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.37 s || Eps: 0.656848 || INFO: {'lives': 0, 'episode_frame_number': 4144, 'frame_number': 381284} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 385347 | Episode: 105 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.18 s || Eps: 0.653190 || INFO: {'lives': 0, 'episode_frame_number': 4063, 'frame_number': 385347} |

| Step: 388631 | Episode: 106 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.56 s || Eps: 0.650236 || INFO: {'lives': 0, 'episode_frame_number': 3284, 'frame_number': 388631} |

| Step: 392352 | Episode: 107 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.85 s || Eps: 0.646884 || INFO: {'lives': 0, 'episode_frame_number': 3721, 'frame_number': 392352} |

| Step: 396541 | Episode: 108 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.24 s || Eps: 0.643114 || INFO: {'lives': 0, 'episode_frame_number': 4189, 'frame_number': 396541} |
	|| Reward 1.0 ||
| Step: 399911 | Episode: 109 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.66 s || Eps: 0.640082 || INFO: {'lives': 0, 'episode_frame_number': 3370, 'frame_number': 399911} |

| Step: 403327 | Episode: 110 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.59 s || Eps: 0.637009 || INFO: {'lives': 0, 'episode_frame_number': 3416, 'frame_number': 403327} |

| Step: 407327 | Episode: 111 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.45 s || Eps: 0.633409 || INFO: {'lives': 0, 'episode_frame_number': 4000, 'frame_number': 407327} |

| Step: 410383 | Episode: 112 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.47 s || Eps: 0.630659 || INFO: {'lives': 0, 'episode_frame_number': 3056, 'frame_number': 410383} |

| Step: 414519 | Episode: 113 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.23 s || Eps: 0.626937 || INFO: {'lives': 0, 'episode_frame_number': 4136, 'frame_number': 414519} |
	|| Reward 1.0 ||
| Step: 418370 | Episode: 114 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.18 s || Eps: 0.623470 || INFO: {'lives': 0, 'episode_frame_number': 3851, 'frame_number': 418370} |

| Step: 421666 | Episode: 115 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.57 s || Eps: 0.620504 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 421666} |
	|| Reward 1.0 ||
| Step: 425455 | Episode: 116 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.04 s || Eps: 0.617091 || INFO: {'lives': 0, 'episode_frame_number': 3789, 'frame_number': 425455} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 429650 | Episode: 117 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.47 s || Eps: 0.613318 || INFO: {'lives': 0, 'episode_frame_number': 4195, 'frame_number': 429650} |
	|| Reward 1.0 ||
| Step: 433020 | Episode: 118 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.75 s || Eps: 0.610284 || INFO: {'lives': 0, 'episode_frame_number': 3370, 'frame_number': 433020} |

| Step: 437144 | Episode: 119 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.51 s || Eps: 0.606574 || INFO: {'lives': 0, 'episode_frame_number': 4124, 'frame_number': 437144} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 441314 | Episode: 120 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.47 s || Eps: 0.602819 || INFO: {'lives': 0, 'episode_frame_number': 4170, 'frame_number': 441314} |
	|| Reward 1.0 ||
| Step: 444910 | Episode: 121 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.79 s || Eps: 0.599585 || INFO: {'lives': 0, 'episode_frame_number': 3596, 'frame_number': 444910} |
	|| Reward 1.0 ||
| Step: 448854 | Episode: 122 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.38 s || Eps: 0.596035 || INFO: {'lives': 0, 'episode_frame_number': 3944, 'frame_number': 448854} |

| Step: 452625 | Episode: 123 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.24 s || Eps: 0.592640 || INFO: {'lives': 0, 'episode_frame_number': 3771, 'frame_number': 452625} |

| Step: 456643 | Episode: 124 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.19 s || Eps: 0.589023 || INFO: {'lives': 0, 'episode_frame_number': 4018, 'frame_number': 456643} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 461334 | Episode: 125 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 3.78 s || Eps: 0.584802 || INFO: {'lives': 0, 'episode_frame_number': 4691, 'frame_number': 461334} |

| Step: 464746 | Episode: 126 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.75 s || Eps: 0.581732 || INFO: {'lives': 0, 'episode_frame_number': 3412, 'frame_number': 464746} |

| Step: 468475 | Episode: 127 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.99 s || Eps: 0.578373 || INFO: {'lives': 0, 'episode_frame_number': 3729, 'frame_number': 468475} |
	|| Reward 1.0 ||
| Step: 473462 | Episode: 128 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.97 s || Eps: 0.573887 || INFO: {'lives': 0, 'episode_frame_number': 4987, 'frame_number': 473462} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 477895 | Episode: 129 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.73 s || Eps: 0.569895 || INFO: {'lives': 0, 'episode_frame_number': 4433, 'frame_number': 477895} |

| Step: 481663 | Episode: 130 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.21 s || Eps: 0.566507 || INFO: {'lives': 0, 'episode_frame_number': 3768, 'frame_number': 481663} |

| Step: 484967 | Episode: 131 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.76 s || Eps: 0.563533 || INFO: {'lives': 0, 'episode_frame_number': 3304, 'frame_number': 484967} |

| Step: 488491 | Episode: 132 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.23 s || Eps: 0.560362 || INFO: {'lives': 0, 'episode_frame_number': 3524, 'frame_number': 488491} |

| Step: 492326 | Episode: 133 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.17 s || Eps: 0.556909 || INFO: {'lives': 0, 'episode_frame_number': 3835, 'frame_number': 492326} |

| Step: 496118 | Episode: 134 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.18 s || Eps: 0.553497 || INFO: {'lives': 0, 'episode_frame_number': 3792, 'frame_number': 496118} |

| Step: 499843 | Episode: 135 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.04 s || Eps: 0.550142 || INFO: {'lives': 0, 'episode_frame_number': 3725, 'frame_number': 499843} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 505937 | Episode: 136 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 5.02 s || Eps: 0.544658 || INFO: {'lives': 0, 'episode_frame_number': 6094, 'frame_number': 505937} |

| Step: 509830 | Episode: 137 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.05 s || Eps: 0.541154 || INFO: {'lives': 0, 'episode_frame_number': 3893, 'frame_number': 509830} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 513974 | Episode: 138 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.25 s || Eps: 0.537427 || INFO: {'lives': 0, 'episode_frame_number': 4144, 'frame_number': 513974} |

| Step: 517270 | Episode: 139 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.58 s || Eps: 0.534461 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 517270} |

| Step: 520926 | Episode: 140 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.07 s || Eps: 0.531170 || INFO: {'lives': 0, 'episode_frame_number': 3656, 'frame_number': 520926} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 524852 | Episode: 141 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.17 s || Eps: 0.527635 || INFO: {'lives': 0, 'episode_frame_number': 3926, 'frame_number': 524852} |

| Step: 528612 | Episode: 142 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.11 s || Eps: 0.524253 || INFO: {'lives': 0, 'episode_frame_number': 3760, 'frame_number': 528612} |

| Step: 531900 | Episode: 143 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.71 s || Eps: 0.521294 || INFO: {'lives': 0, 'episode_frame_number': 3288, 'frame_number': 531900} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 535930 | Episode: 144 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.45 s || Eps: 0.517665 || INFO: {'lives': 0, 'episode_frame_number': 4030, 'frame_number': 535930} |

| Step: 539822 | Episode: 145 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.30 s || Eps: 0.514164 || INFO: {'lives': 0, 'episode_frame_number': 3892, 'frame_number': 539822} |

| Step: 542953 | Episode: 146 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.80 s || Eps: 0.511345 || INFO: {'lives': 0, 'episode_frame_number': 3131, 'frame_number': 542953} |

| Step: 546249 | Episode: 147 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.90 s || Eps: 0.508379 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 546249} |

| Step: 549716 | Episode: 148 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.91 s || Eps: 0.505258 || INFO: {'lives': 0, 'episode_frame_number': 3467, 'frame_number': 549716} |
Saving Model Checkpoint...

| Step: 553580 | Episode: 149 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.97 s || Eps: 0.501782 || INFO: {'lives': 0, 'episode_frame_number': 3864, 'frame_number': 553580} |

| Step: 556876 | Episode: 150 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.49 s || Eps: 0.498815 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 556876} |
	|| Reward 1.0 ||
| Step: 560680 | Episode: 151 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.94 s || Eps: 0.495392 || INFO: {'lives': 0, 'episode_frame_number': 3804, 'frame_number': 560680} |
	|| Reward 1.0 ||
| Step: 565001 | Episode: 152 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.41 s || Eps: 0.491500 || INFO: {'lives': 0, 'episode_frame_number': 4321, 'frame_number': 565001} |

| Step: 569450 | Episode: 153 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.54 s || Eps: 0.487496 || INFO: {'lives': 0, 'episode_frame_number': 4449, 'frame_number': 569450} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 574384 | Episode: 154 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.78 s || Eps: 0.483056 || INFO: {'lives': 0, 'episode_frame_number': 4934, 'frame_number': 574384} |

| Step: 577512 | Episode: 155 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.40 s || Eps: 0.480243 || INFO: {'lives': 0, 'episode_frame_number': 3128, 'frame_number': 577512} |
	|| Reward 1.0 ||
| Step: 582110 | Episode: 156 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.54 s || Eps: 0.476103 || INFO: {'lives': 0, 'episode_frame_number': 4598, 'frame_number': 582110} |
	|| Reward 1.0 ||
| Step: 586317 | Episode: 157 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.34 s || Eps: 0.472317 || INFO: {'lives': 0, 'episode_frame_number': 4207, 'frame_number': 586317} |

| Step: 589977 | Episode: 158 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.89 s || Eps: 0.469024 || INFO: {'lives': 0, 'episode_frame_number': 3660, 'frame_number': 589977} |
	|| Reward 1.0 ||
| Step: 593565 | Episode: 159 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.81 s || Eps: 0.465795 || INFO: {'lives': 0, 'episode_frame_number': 3588, 'frame_number': 593565} |
	|| Reward 1.0 ||
| Step: 597294 | Episode: 160 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.88 s || Eps: 0.462436 || INFO: {'lives': 0, 'episode_frame_number': 3729, 'frame_number': 597294} |
	|| Reward 1.0 ||
| Step: 600969 | Episode: 161 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.79 s || Eps: 0.459131 || INFO: {'lives': 0, 'episode_frame_number': 3675, 'frame_number': 600969} |

| Step: 604265 | Episode: 162 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.53 s || Eps: 0.456165 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 604265} |

| Step: 607561 | Episode: 163 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.55 s || Eps: 0.453199 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 607561} |

| Step: 611109 | Episode: 164 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.73 s || Eps: 0.450005 || INFO: {'lives': 0, 'episode_frame_number': 3548, 'frame_number': 611109} |
	|| Reward 1.0 ||
| Step: 615436 | Episode: 165 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.32 s || Eps: 0.446110 || INFO: {'lives': 0, 'episode_frame_number': 4327, 'frame_number': 615436} |

| Step: 618740 | Episode: 166 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.55 s || Eps: 0.443138 || INFO: {'lives': 0, 'episode_frame_number': 3304, 'frame_number': 618740} |

| Step: 622760 | Episode: 167 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.13 s || Eps: 0.439520 || INFO: {'lives': 0, 'episode_frame_number': 4020, 'frame_number': 622760} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 627242 | Episode: 168 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.55 s || Eps: 0.435484 || INFO: {'lives': 0, 'episode_frame_number': 4482, 'frame_number': 627242} |

| Step: 630970 | Episode: 169 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.35 s || Eps: 0.432131 || INFO: {'lives': 0, 'episode_frame_number': 3728, 'frame_number': 630970} |
	|| Reward 1.0 ||
| Step: 634320 | Episode: 170 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.80 s || Eps: 0.429114 || INFO: {'lives': 0, 'episode_frame_number': 3350, 'frame_number': 634320} |

| Step: 637728 | Episode: 171 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.81 s || Eps: 0.426048 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 637728} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 641722 | Episode: 172 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.33 s || Eps: 0.422452 || INFO: {'lives': 0, 'episode_frame_number': 3994, 'frame_number': 641722} |
	|| Reward 1.0 ||
| Step: 645645 | Episode: 173 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.85 s || Eps: 0.418922 || INFO: {'lives': 0, 'episode_frame_number': 3923, 'frame_number': 645645} |

| Step: 648941 | Episode: 174 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.68 s || Eps: 0.415957 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 648941} |

| Step: 652112 | Episode: 175 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.63 s || Eps: 0.413102 || INFO: {'lives': 0, 'episode_frame_number': 3171, 'frame_number': 652112} |

| Step: 656072 | Episode: 176 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.30 s || Eps: 0.409539 || INFO: {'lives': 0, 'episode_frame_number': 3960, 'frame_number': 656072} |

| Step: 659240 | Episode: 177 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.51 s || Eps: 0.406688 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 659240} |

| Step: 663140 | Episode: 178 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.27 s || Eps: 0.403178 || INFO: {'lives': 0, 'episode_frame_number': 3900, 'frame_number': 663140} |

| Step: 666308 | Episode: 179 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.57 s || Eps: 0.400326 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 666308} |

| Step: 669608 | Episode: 180 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.72 s || Eps: 0.397356 || INFO: {'lives': 0, 'episode_frame_number': 3300, 'frame_number': 669608} |

| Step: 672904 | Episode: 181 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.66 s || Eps: 0.394390 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 672904} |
	|| Reward 1.0 ||
| Step: 676888 | Episode: 182 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.27 s || Eps: 0.390804 || INFO: {'lives': 0, 'episode_frame_number': 3984, 'frame_number': 676888} |
	|| Reward 1.0 ||
| Step: 680675 | Episode: 183 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.14 s || Eps: 0.387395 || INFO: {'lives': 0, 'episode_frame_number': 3787, 'frame_number': 680675} |
	|| Reward 1.0 ||
| Step: 684722 | Episode: 184 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.32 s || Eps: 0.383753 || INFO: {'lives': 0, 'episode_frame_number': 4047, 'frame_number': 684722} |

| Step: 688018 | Episode: 185 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.73 s || Eps: 0.380787 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 688018} |

| Step: 691314 | Episode: 186 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.74 s || Eps: 0.377821 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 691314} |

| Step: 694760 | Episode: 187 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.72 s || Eps: 0.374718 || INFO: {'lives': 0, 'episode_frame_number': 3446, 'frame_number': 694760} |

| Step: 697928 | Episode: 188 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.48 s || Eps: 0.371868 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 697928} |
Saving Model Checkpoint...

| Step: 701336 | Episode: 189 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.77 s || Eps: 0.368801 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 701336} |
	|| Reward 1.0 ||
| Step: 704709 | Episode: 190 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.74 s || Eps: 0.365763 || INFO: {'lives': 0, 'episode_frame_number': 3373, 'frame_number': 704709} |
	|| Reward 1.0 ||
| Step: 708878 | Episode: 191 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.42 s || Eps: 0.362011 || INFO: {'lives': 0, 'episode_frame_number': 4169, 'frame_number': 708878} |

| Step: 712127 | Episode: 192 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.65 s || Eps: 0.359087 || INFO: {'lives': 0, 'episode_frame_number': 3249, 'frame_number': 712127} |

| Step: 715407 | Episode: 193 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.66 s || Eps: 0.356137 || INFO: {'lives': 0, 'episode_frame_number': 3280, 'frame_number': 715407} |

| Step: 718703 | Episode: 194 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.77 s || Eps: 0.353171 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 718703} |

| Step: 722003 | Episode: 195 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.72 s || Eps: 0.350201 || INFO: {'lives': 0, 'episode_frame_number': 3300, 'frame_number': 722003} |

| Step: 725299 | Episode: 196 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.69 s || Eps: 0.347235 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 725299} |

| Step: 730328 | Episode: 197 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 4.10 s || Eps: 0.342706 || INFO: {'lives': 0, 'episode_frame_number': 5029, 'frame_number': 730328} |

| Step: 733608 | Episode: 198 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.71 s || Eps: 0.339756 || INFO: {'lives': 0, 'episode_frame_number': 3280, 'frame_number': 733608} |
	|| Reward 1.0 ||
| Step: 737297 | Episode: 199 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.04 s || Eps: 0.336434 || INFO: {'lives': 0, 'episode_frame_number': 3689, 'frame_number': 737297} |

| Step: 741193 | Episode: 200 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.25 s || Eps: 0.332930 || INFO: {'lives': 0, 'episode_frame_number': 3896, 'frame_number': 741193} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 746092 | Episode: 201 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 4.13 s || Eps: 0.328520 || INFO: {'lives': 0, 'episode_frame_number': 4899, 'frame_number': 746092} |
	|| Reward 1.0 ||Saving Model Checkpoint...

| Step: 750164 | Episode: 202 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.53 s || Eps: 0.324856 || INFO: {'lives': 0, 'episode_frame_number': 4072, 'frame_number': 750164} |
	|| Reward 1.0 ||
| Step: 753866 | Episode: 203 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.04 s || Eps: 0.321522 || INFO: {'lives': 0, 'episode_frame_number': 3702, 'frame_number': 753866} |
	|| Reward 1.0 ||
| Step: 758168 | Episode: 204 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.58 s || Eps: 0.317651 || INFO: {'lives': 0, 'episode_frame_number': 4302, 'frame_number': 758168} |

| Step: 761336 | Episode: 205 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.69 s || Eps: 0.314801 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 761336} |

| Step: 764744 | Episode: 206 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.06 s || Eps: 0.311734 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 764744} |

| Step: 768048 | Episode: 207 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.90 s || Eps: 0.308760 || INFO: {'lives': 0, 'episode_frame_number': 3304, 'frame_number': 768048} |
	|| Reward 1.0 ||
| Step: 771398 | Episode: 208 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.98 s || Eps: 0.305744 || INFO: {'lives': 0, 'episode_frame_number': 3350, 'frame_number': 771398} |

| Step: 774934 | Episode: 209 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.04 s || Eps: 0.302563 || INFO: {'lives': 0, 'episode_frame_number': 3536, 'frame_number': 774934} |

| Step: 778238 | Episode: 210 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.85 s || Eps: 0.299589 || INFO: {'lives': 0, 'episode_frame_number': 3304, 'frame_number': 778238} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 782916 | Episode: 211 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 4.59 s || Eps: 0.295377 || INFO: {'lives': 0, 'episode_frame_number': 4678, 'frame_number': 782916} |

| Step: 787073 | Episode: 212 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.83 s || Eps: 0.291635 || INFO: {'lives': 0, 'episode_frame_number': 4157, 'frame_number': 787073} |

| Step: 790377 | Episode: 213 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.70 s || Eps: 0.288664 || INFO: {'lives': 0, 'episode_frame_number': 3304, 'frame_number': 790377} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 794907 | Episode: 214 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 3.63 s || Eps: 0.284586 || INFO: {'lives': 0, 'episode_frame_number': 4530, 'frame_number': 794907} |

| Step: 798209 | Episode: 215 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.67 s || Eps: 0.281614 || INFO: {'lives': 0, 'episode_frame_number': 3302, 'frame_number': 798209} |

| Step: 801513 | Episode: 216 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.66 s || Eps: 0.278642 || INFO: {'lives': 0, 'episode_frame_number': 3304, 'frame_number': 801513} |
	|| Reward 1.0 ||
| Step: 805313 | Episode: 217 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.11 s || Eps: 0.275222 || INFO: {'lives': 0, 'episode_frame_number': 3800, 'frame_number': 805313} |

| Step: 808796 | Episode: 218 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.77 s || Eps: 0.272086 || INFO: {'lives': 0, 'episode_frame_number': 3483, 'frame_number': 808796} |

| Step: 812204 | Episode: 219 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.87 s || Eps: 0.269020 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 812204} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 817441 | Episode: 220 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 4.35 s || Eps: 0.264304 || INFO: {'lives': 0, 'episode_frame_number': 5237, 'frame_number': 817441} |

| Step: 820737 | Episode: 221 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.66 s || Eps: 0.261340 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 820737} |

| Step: 825318 | Episode: 222 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.86 s || Eps: 0.257215 || INFO: {'lives': 0, 'episode_frame_number': 4581, 'frame_number': 825318} |

| Step: 828726 | Episode: 223 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.74 s || Eps: 0.254150 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 828726} |

| Step: 832514 | Episode: 224 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.08 s || Eps: 0.250741 || INFO: {'lives': 0, 'episode_frame_number': 3788, 'frame_number': 832514} |

| Step: 836601 | Episode: 225 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.41 s || Eps: 0.247062 || INFO: {'lives': 0, 'episode_frame_number': 4087, 'frame_number': 836601} |

| Step: 839732 | Episode: 226 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.53 s || Eps: 0.244244 || INFO: {'lives': 0, 'episode_frame_number': 3131, 'frame_number': 839732} |
	|| Reward 1.0 ||
| Step: 843330 | Episode: 227 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.93 s || Eps: 0.241005 || INFO: {'lives': 0, 'episode_frame_number': 3598, 'frame_number': 843330} |

| Step: 846618 | Episode: 228 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.70 s || Eps: 0.238047 || INFO: {'lives': 0, 'episode_frame_number': 3288, 'frame_number': 846618} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 850347 | Episode: 229 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.08 s || Eps: 0.234689 || INFO: {'lives': 0, 'episode_frame_number': 3729, 'frame_number': 850347} |

| Step: 853722 | Episode: 230 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.76 s || Eps: 0.231653 || INFO: {'lives': 0, 'episode_frame_number': 3375, 'frame_number': 853722} |
	|| Reward 1.0 ||
| Step: 857201 | Episode: 231 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.81 s || Eps: 0.228522 || INFO: {'lives': 0, 'episode_frame_number': 3479, 'frame_number': 857201} |
	|| Reward 1.0 ||
| Step: 861059 | Episode: 232 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.12 s || Eps: 0.225049 || INFO: {'lives': 0, 'episode_frame_number': 3858, 'frame_number': 861059} |

| Step: 864355 | Episode: 233 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.65 s || Eps: 0.222084 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 864355} |
	|| Reward 1.0 ||
| Step: 867705 | Episode: 234 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.78 s || Eps: 0.219067 || INFO: {'lives': 0, 'episode_frame_number': 3350, 'frame_number': 867705} |

| Step: 871560 | Episode: 235 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.18 s || Eps: 0.215599 || INFO: {'lives': 0, 'episode_frame_number': 3855, 'frame_number': 871560} |
	|| Reward 1.0 ||
| Step: 874910 | Episode: 236 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.95 s || Eps: 0.212583 || INFO: {'lives': 0, 'episode_frame_number': 3350, 'frame_number': 874910} |
	|| Reward 1.0 ||
| Step: 878703 | Episode: 237 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.19 s || Eps: 0.209168 || INFO: {'lives': 0, 'episode_frame_number': 3793, 'frame_number': 878703} |

| Step: 882119 | Episode: 238 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.87 s || Eps: 0.206097 || INFO: {'lives': 0, 'episode_frame_number': 3416, 'frame_number': 882119} |

| Step: 885775 | Episode: 239 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.00 s || Eps: 0.202806 || INFO: {'lives': 0, 'episode_frame_number': 3656, 'frame_number': 885775} |

| Step: 889195 | Episode: 240 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.86 s || Eps: 0.199728 || INFO: {'lives': 0, 'episode_frame_number': 3420, 'frame_number': 889195} |
	|| Reward 1.0 ||
| Step: 893544 | Episode: 241 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.54 s || Eps: 0.195811 || INFO: {'lives': 0, 'episode_frame_number': 4349, 'frame_number': 893544} |

| Step: 897155 | Episode: 242 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.96 s || Eps: 0.192563 || INFO: {'lives': 0, 'episode_frame_number': 3611, 'frame_number': 897155} |

| Step: 901175 | Episode: 243 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.28 s || Eps: 0.188946 || INFO: {'lives': 0, 'episode_frame_number': 4020, 'frame_number': 901175} |
	|| Reward 1.0 ||
| Step: 904616 | Episode: 244 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.76 s || Eps: 0.185847 || INFO: {'lives': 0, 'episode_frame_number': 3441, 'frame_number': 904616} |
	|| Reward 1.0 ||
| Step: 908226 | Episode: 245 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.95 s || Eps: 0.182598 || INFO: {'lives': 0, 'episode_frame_number': 3610, 'frame_number': 908226} |
	|| Reward 1.0 ||
| Step: 911915 | Episode: 246 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.10 s || Eps: 0.179277 || INFO: {'lives': 0, 'episode_frame_number': 3689, 'frame_number': 911915} |
	|| Reward 1.0 ||
| Step: 915375 | Episode: 247 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.87 s || Eps: 0.176166 || INFO: {'lives': 0, 'episode_frame_number': 3460, 'frame_number': 915375} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 919756 | Episode: 248 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 3.58 s || Eps: 0.172220 || INFO: {'lives': 0, 'episode_frame_number': 4381, 'frame_number': 919756} |

| Step: 923284 | Episode: 249 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.95 s || Eps: 0.169048 || INFO: {'lives': 0, 'episode_frame_number': 3528, 'frame_number': 923284} |

| Step: 926415 | Episode: 250 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.67 s || Eps: 0.166229 || INFO: {'lives': 0, 'episode_frame_number': 3131, 'frame_number': 926415} |

| Step: 929719 | Episode: 251 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.81 s || Eps: 0.163257 || INFO: {'lives': 0, 'episode_frame_number': 3304, 'frame_number': 929719} |
	|| Reward 1.0 ||
| Step: 933421 | Episode: 252 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.13 s || Eps: 0.159923 || INFO: {'lives': 0, 'episode_frame_number': 3702, 'frame_number': 933421} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 937590 | Episode: 253 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 3.44 s || Eps: 0.156170 || INFO: {'lives': 0, 'episode_frame_number': 4169, 'frame_number': 937590} |
	|| Reward 1.0 ||
| Step: 941183 | Episode: 254 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.99 s || Eps: 0.152936 || INFO: {'lives': 0, 'episode_frame_number': 3593, 'frame_number': 941183} |
	|| Reward 1.0 ||
| Step: 944662 | Episode: 255 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 2.86 s || Eps: 0.149807 || INFO: {'lives': 0, 'episode_frame_number': 3479, 'frame_number': 944662} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 949132 | Episode: 256 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 3.85 s || Eps: 0.145783 || INFO: {'lives': 0, 'episode_frame_number': 4470, 'frame_number': 949132} |
Saving Model Checkpoint...
	|| Reward 1.0 ||
| Step: 953211 | Episode: 257 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.48 s || Eps: 0.142113 || INFO: {'lives': 0, 'episode_frame_number': 4079, 'frame_number': 953211} |

| Step: 956582 | Episode: 258 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.84 s || Eps: 0.139079 || INFO: {'lives': 0, 'episode_frame_number': 3371, 'frame_number': 956582} |

| Step: 959750 | Episode: 259 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.72 s || Eps: 0.136229 || INFO: {'lives': 0, 'episode_frame_number': 3168, 'frame_number': 959750} |

| Step: 962883 | Episode: 260 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.65 s || Eps: 0.133406 || INFO: {'lives': 0, 'episode_frame_number': 3133, 'frame_number': 962883} |

| Step: 966291 | Episode: 261 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.83 s || Eps: 0.130342 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 966291} |

| Step: 970219 | Episode: 262 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.32 s || Eps: 0.126806 || INFO: {'lives': 0, 'episode_frame_number': 3928, 'frame_number': 970219} |

| Step: 973627 | Episode: 263 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.85 s || Eps: 0.123739 || INFO: {'lives': 0, 'episode_frame_number': 3408, 'frame_number': 973627} |

| Step: 977346 | Episode: 264 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.13 s || Eps: 0.120391 || INFO: {'lives': 0, 'episode_frame_number': 3719, 'frame_number': 977346} |
	|| Reward 1.0 ||
| Step: 980808 | Episode: 265 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.31 s || Eps: 0.117275 || INFO: {'lives': 0, 'episode_frame_number': 3462, 'frame_number': 980808} |

| Step: 984104 | Episode: 266 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.77 s || Eps: 0.114310 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 984104} |

| Step: 987400 | Episode: 267 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 2.93 s || Eps: 0.111344 || INFO: {'lives': 0, 'episode_frame_number': 3296, 'frame_number': 987400} |

| Step: 990936 | Episode: 268 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.27 s || Eps: 0.108161 || INFO: {'lives': 0, 'episode_frame_number': 3536, 'frame_number': 990936} |

| Step: 994347 | Episode: 269 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.03 s || Eps: 0.105090 || INFO: {'lives': 0, 'episode_frame_number': 3411, 'frame_number': 994347} |
	|| Reward 1.0 ||
| Step: 998306 | Episode: 270 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.71 s || Eps: 0.101527 || INFO: {'lives': 0, 'episode_frame_number': 3959, 'frame_number': 998306} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1003229 | Episode: 271 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 4.64 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4923, 'frame_number': 1003229} |

| Step: 1006952 | Episode: 272 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.59 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 3723, 'frame_number': 1006952} |
	|| Reward 1.0 ||
| Step: 1010941 | Episode: 273 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.45 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 3989, 'frame_number': 1010941} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1015836 | Episode: 274 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 4.21 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4895, 'frame_number': 1015836} |
	|| Reward 1.0 ||
| Step: 1020037 | Episode: 275 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.63 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4201, 'frame_number': 1020037} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1025566 | Episode: 276 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 4.81 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5529, 'frame_number': 1025566} |
	|| Reward 1.0 ||
| Step: 1029842 | Episode: 277 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.71 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4276, 'frame_number': 1029842} |
	|| Reward 1.0 ||
| Step: 1034550 | Episode: 278 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 4.10 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4708, 'frame_number': 1034550} |
	|| Reward 1.0 ||
| Step: 1038593 | Episode: 279 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 3.53 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4043, 'frame_number': 1038593} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1044018 | Episode: 280 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 4.66 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5425, 'frame_number': 1044018} |

| Step: 1047675 | Episode: 281 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.18 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 3657, 'frame_number': 1047675} |

| Step: 1052098 | Episode: 282 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 3.71 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4423, 'frame_number': 1052098} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1057241 | Episode: 283 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 4.40 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5143, 'frame_number': 1057241} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1064227 | Episode: 284 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 5.88 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6986, 'frame_number': 1064227} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1069003 | Episode: 285 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 4.08 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4776, 'frame_number': 1069003} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1073073 | Episode: 286 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 3.53 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4070, 'frame_number': 1073073} |
	|| Reward 1.0 ||
| Step: 1078776 | Episode: 287 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 4.89 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5703, 'frame_number': 1078776} |
	|| Reward 1.0 ||
| Step: 1083201 | Episode: 288 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 4.11 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4425, 'frame_number': 1083201} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1089392 | Episode: 289 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 5.42 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6191, 'frame_number': 1089392} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1094520 | Episode: 290 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 4.35 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5128, 'frame_number': 1094520} |
Saving Model Checkpoint...

| Step: 1100125 | Episode: 291 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 4.82 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5605, 'frame_number': 1100125} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1106451 | Episode: 292 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 5.59 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6326, 'frame_number': 1106451} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1111895 | Episode: 293 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 4.74 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5444, 'frame_number': 1111895} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1117640 | Episode: 294 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 5.04 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5745, 'frame_number': 1117640} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1122775 | Episode: 295 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 4.43 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5135, 'frame_number': 1122775} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1128336 | Episode: 296 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 4.74 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5561, 'frame_number': 1128336} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1133854 | Episode: 297 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 4.88 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5518, 'frame_number': 1133854} |
	|| Reward 1.0 ||
| Step: 1138433 | Episode: 298 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 4.02 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4579, 'frame_number': 1138433} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1145147 | Episode: 299 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 5.97 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6714, 'frame_number': 1145147} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1151647 | Episode: 300 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 5.96 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6500, 'frame_number': 1151647} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1158271 | Episode: 301 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 5.90 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6624, 'frame_number': 1158271} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1164338 | Episode: 302 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 5.37 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6067, 'frame_number': 1164338} |
	|| Reward 1.0 ||
| Step: 1169559 | Episode: 303 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 4.65 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5221, 'frame_number': 1169559} |
	|| Reward 1.0 ||
| Step: 1174995 | Episode: 304 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 4.80 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5436, 'frame_number': 1174995} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1182082 | Episode: 305 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.30 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7087, 'frame_number': 1182082} |
	|| Reward 1.0 ||
| Step: 1188295 | Episode: 306 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 5.48 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6213, 'frame_number': 1188295} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1194859 | Episode: 307 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 5.83 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6564, 'frame_number': 1194859} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1202101 | Episode: 308 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 6.46 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7242, 'frame_number': 1202101} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1209109 | Episode: 309 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.11 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7008, 'frame_number': 1209109} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1215555 | Episode: 310 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 5.57 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6446, 'frame_number': 1215555} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1221465 | Episode: 311 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 5.16 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5910, 'frame_number': 1221465} |
	|| Reward 1.0 ||
| Step: 1228064 | Episode: 312 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 5.68 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6599, 'frame_number': 1228064} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1235807 | Episode: 313 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 6.88 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7743, 'frame_number': 1235807} |
	|| Reward 1.0 ||
| Step: 1241728 | Episode: 314 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 5.35 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5921, 'frame_number': 1241728} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1249507 | Episode: 315 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 7.00 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7779, 'frame_number': 1249507} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1256091 | Episode: 316 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 5.88 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6584, 'frame_number': 1256091} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1262807 | Episode: 317 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.05 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6716, 'frame_number': 1262807} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1268815 | Episode: 318 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 5.41 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6008, 'frame_number': 1268815} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1275993 | Episode: 319 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 6.23 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7178, 'frame_number': 1275993} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1282512 | Episode: 320 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 5.91 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6519, 'frame_number': 1282512} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1288829 | Episode: 321 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 5.65 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6317, 'frame_number': 1288829} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1296374 | Episode: 322 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 6.60 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7545, 'frame_number': 1296374} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1303078 | Episode: 323 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 5.99 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6704, 'frame_number': 1303078} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1308359 | Episode: 324 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 4.76 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5281, 'frame_number': 1308359} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1314648 | Episode: 325 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 5.75 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6289, 'frame_number': 1314648} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1321940 | Episode: 326 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 6.70 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7292, 'frame_number': 1321940} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1328680 | Episode: 327 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.07 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6740, 'frame_number': 1328680} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1335358 | Episode: 328 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 6.06 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6678, 'frame_number': 1335358} |
	|| Reward 1.0 ||
| Step: 1342641 | Episode: 329 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 6.69 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7283, 'frame_number': 1342641} |
	|| Reward 1.0 ||
| Step: 1348742 | Episode: 330 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 5.63 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6101, 'frame_number': 1348742} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1356006 | Episode: 331 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 6.57 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7264, 'frame_number': 1356006} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1361286 | Episode: 332 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 4.81 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5280, 'frame_number': 1361286} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1369189 | Episode: 333 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 7.27 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7903, 'frame_number': 1369189} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1376013 | Episode: 334 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.21 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6824, 'frame_number': 1376013} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1381594 | Episode: 335 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 5.76 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5581, 'frame_number': 1381594} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1389735 | Episode: 336 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.98 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8141, 'frame_number': 1389735} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1396028 | Episode: 337 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.06 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6293, 'frame_number': 1396028} |
	|| Reward 1.0 ||Saving Model Checkpoint...
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1402947 | Episode: 338 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.70 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6919, 'frame_number': 1402947} |
	|| Reward 1.0 ||
| Step: 1409560 | Episode: 339 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 6.54 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6613, 'frame_number': 1409560} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1416711 | Episode: 340 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.83 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7151, 'frame_number': 1416711} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1423982 | Episode: 341 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.67 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7271, 'frame_number': 1423982} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1431826 | Episode: 342 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 7.18 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7844, 'frame_number': 1431826} |

| Step: 1437626 | Episode: 343 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 5.47 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5800, 'frame_number': 1437626} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1443825 | Episode: 344 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 5.74 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6199, 'frame_number': 1443825} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1451138 | Episode: 345 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.87 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7313, 'frame_number': 1451138} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1459176 | Episode: 346 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.53 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8038, 'frame_number': 1459176} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1468051 | Episode: 347 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 8.64 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8875, 'frame_number': 1468051} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1474584 | Episode: 348 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.29 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6533, 'frame_number': 1474584} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1481348 | Episode: 349 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 6.69 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6764, 'frame_number': 1481348} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1487812 | Episode: 350 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.20 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6464, 'frame_number': 1487812} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1494955 | Episode: 351 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.00 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7143, 'frame_number': 1494955} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1501553 | Episode: 352 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.48 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6598, 'frame_number': 1501553} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1509275 | Episode: 353 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 7.84 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7722, 'frame_number': 1509275} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1516914 | Episode: 354 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.40 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7639, 'frame_number': 1516914} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1521883 | Episode: 355 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 4.90 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4969, 'frame_number': 1521883} |
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| Step: 1526919 | Episode: 356 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 4.87 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5036, 'frame_number': 1526919} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1534333 | Episode: 357 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 7.05 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7414, 'frame_number': 1534333} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1542093 | Episode: 358 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 7.54 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7760, 'frame_number': 1542093} |
	|| Reward 1.0 ||
| Step: 1548104 | Episode: 359 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 6.06 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6011, 'frame_number': 1548104} |
	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1556561 | Episode: 360 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 8.49 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8457, 'frame_number': 1556561} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1563894 | Episode: 361 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.89 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7333, 'frame_number': 1563894} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1569772 | Episode: 362 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 5.57 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5878, 'frame_number': 1569772} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1576422 | Episode: 363 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.29 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6650, 'frame_number': 1576422} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1582857 | Episode: 364 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.03 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6435, 'frame_number': 1582857} |

| Step: 1588145 | Episode: 365 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 4.92 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5288, 'frame_number': 1588145} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1594797 | Episode: 366 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.44 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6652, 'frame_number': 1594797} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1601608 | Episode: 367 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.06 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6811, 'frame_number': 1601608} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1608366 | Episode: 368 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.56 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6758, 'frame_number': 1608366} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1615424 | Episode: 369 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 6.73 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7058, 'frame_number': 1615424} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1621551 | Episode: 370 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.20 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6127, 'frame_number': 1621551} |
	|| Reward 1.0 ||
| Step: 1628098 | Episode: 371 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 6.09 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6547, 'frame_number': 1628098} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1634805 | Episode: 372 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 6.44 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6707, 'frame_number': 1634805} |
	|| Reward 1.0 ||
| Step: 1641473 | Episode: 373 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 6.50 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6668, 'frame_number': 1641473} |
	|| Reward 1.0 ||
| Step: 1647400 | Episode: 374 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 5.68 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5927, 'frame_number': 1647400} |
	|| Reward 1.0 ||Saving Model Checkpoint...
	|| Reward 1.0 ||
| Step: 1653083 | Episode: 375 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 6.24 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5683, 'frame_number': 1653083} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1658965 | Episode: 376 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 5.89 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5882, 'frame_number': 1658965} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1664812 | Episode: 377 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 6.30 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5847, 'frame_number': 1664812} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1673208 | Episode: 378 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.44 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8396, 'frame_number': 1673208} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1678410 | Episode: 379 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 5.22 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5202, 'frame_number': 1678410} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1684741 | Episode: 380 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.22 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6331, 'frame_number': 1684741} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1690200 | Episode: 381 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 5.80 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5459, 'frame_number': 1690200} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1698376 | Episode: 382 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 8.02 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8176, 'frame_number': 1698376} |
	|| Reward 1.0 ||Saving Model Checkpoint...
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1706062 | Episode: 383 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.39 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7686, 'frame_number': 1706062} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1713499 | Episode: 384 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 7.44 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7437, 'frame_number': 1713499} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1720656 | Episode: 385 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.40 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7157, 'frame_number': 1720656} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1727744 | Episode: 386 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 6.93 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7088, 'frame_number': 1727744} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1734168 | Episode: 387 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.22 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6424, 'frame_number': 1734168} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1741764 | Episode: 388 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.56 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7596, 'frame_number': 1741764} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1748603 | Episode: 389 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 6.82 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6839, 'frame_number': 1748603} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1755552 | Episode: 390 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.68 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6949, 'frame_number': 1755552} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1761858 | Episode: 391 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 6.19 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6306, 'frame_number': 1761858} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1768151 | Episode: 392 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 6.70 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6293, 'frame_number': 1768151} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1774961 | Episode: 393 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.97 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6810, 'frame_number': 1774961} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1781302 | Episode: 394 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.57 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6341, 'frame_number': 1781302} |
	|| Reward 1.0 ||
| Step: 1787812 | Episode: 395 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 6.90 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6510, 'frame_number': 1787812} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1794138 | Episode: 396 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.52 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6326, 'frame_number': 1794138} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1801070 | Episode: 397 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.20 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6932, 'frame_number': 1801070} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1808056 | Episode: 398 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 6.99 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6986, 'frame_number': 1808056} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1815652 | Episode: 399 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 7.33 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7596, 'frame_number': 1815652} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1823237 | Episode: 400 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.54 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7585, 'frame_number': 1823237} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1829878 | Episode: 401 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 6.75 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6641, 'frame_number': 1829878} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1837210 | Episode: 402 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 7.32 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7332, 'frame_number': 1837210} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1843983 | Episode: 403 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.86 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6773, 'frame_number': 1843983} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1850608 | Episode: 404 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 6.63 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6625, 'frame_number': 1850608} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1857125 | Episode: 405 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.34 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6517, 'frame_number': 1857125} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1863893 | Episode: 406 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 7.07 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6768, 'frame_number': 1863893} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1870848 | Episode: 407 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 7.54 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6955, 'frame_number': 1870848} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1878005 | Episode: 408 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.78 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7157, 'frame_number': 1878005} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1884142 | Episode: 409 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.99 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6137, 'frame_number': 1884142} |

| Step: 1888717 | Episode: 410 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 4.60 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 4575, 'frame_number': 1888717} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1896232 | Episode: 411 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.77 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7515, 'frame_number': 1896232} |
	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1903650 | Episode: 412 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 7.50 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7418, 'frame_number': 1903650} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1910470 | Episode: 413 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.91 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6820, 'frame_number': 1910470} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1917206 | Episode: 414 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.01 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6736, 'frame_number': 1917206} |
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| Step: 1924489 | Episode: 415 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.53 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7283, 'frame_number': 1924489} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1932183 | Episode: 416 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.02 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7694, 'frame_number': 1932183} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1940279 | Episode: 417 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 8.33 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8096, 'frame_number': 1940279} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1947282 | Episode: 418 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.34 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7003, 'frame_number': 1947282} |
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| Step: 1953540 | Episode: 419 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 6.55 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6258, 'frame_number': 1953540} |
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| Step: 1960645 | Episode: 420 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.46 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7105, 'frame_number': 1960645} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1968109 | Episode: 421 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 7.90 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7464, 'frame_number': 1968109} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1975575 | Episode: 422 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 7.72 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7466, 'frame_number': 1975575} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1981132 | Episode: 423 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 5.80 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5557, 'frame_number': 1981132} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1987283 | Episode: 424 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 6.28 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6151, 'frame_number': 1987283} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 1994390 | Episode: 425 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 7.44 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7107, 'frame_number': 1994390} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2002146 | Episode: 426 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.11 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7756, 'frame_number': 2002146} |
	|| Reward 1.0 ||
| Step: 2008026 | Episode: 427 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 6.29 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5880, 'frame_number': 2008026} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2014379 | Episode: 428 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.50 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6353, 'frame_number': 2014379} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2021327 | Episode: 429 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 7.31 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6948, 'frame_number': 2021327} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2027036 | Episode: 430 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 5.92 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5709, 'frame_number': 2027036} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2033756 | Episode: 431 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.35 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6720, 'frame_number': 2033756} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2041854 | Episode: 432 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.58 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8098, 'frame_number': 2041854} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2049371 | Episode: 433 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 8.19 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7517, 'frame_number': 2049371} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2056852 | Episode: 434 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.81 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7481, 'frame_number': 2056852} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2064786 | Episode: 435 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.29 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7934, 'frame_number': 2064786} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2072638 | Episode: 436 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 8.18 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7852, 'frame_number': 2072638} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2078880 | Episode: 437 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.81 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6242, 'frame_number': 2078880} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2086306 | Episode: 438 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.37 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7426, 'frame_number': 2086306} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2093019 | Episode: 439 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.63 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6713, 'frame_number': 2093019} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2099545 | Episode: 440 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 6.78 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6526, 'frame_number': 2099545} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2106670 | Episode: 441 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.53 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7125, 'frame_number': 2106670} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2113639 | Episode: 442 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.44 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6969, 'frame_number': 2113639} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2120757 | Episode: 443 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.68 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7118, 'frame_number': 2120757} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2128930 | Episode: 444 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.76 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8173, 'frame_number': 2128930} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2137174 | Episode: 445 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 8.78 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8244, 'frame_number': 2137174} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2143676 | Episode: 446 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 6.80 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6502, 'frame_number': 2143676} |
	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...

| Step: 2151642 | Episode: 447 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 8.83 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7966, 'frame_number': 2151642} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2158130 | Episode: 448 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.17 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6488, 'frame_number': 2158130} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2165793 | Episode: 449 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.01 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7663, 'frame_number': 2165793} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2174106 | Episode: 450 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 9.06 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8313, 'frame_number': 2174106} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2181564 | Episode: 451 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 8.14 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7458, 'frame_number': 2181564} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2186991 | Episode: 452 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 5.75 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5427, 'frame_number': 2186991} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2194437 | Episode: 453 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.91 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7446, 'frame_number': 2194437} |
	|| Reward 1.0 ||
| Step: 2201538 | Episode: 454 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 8.49 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7101, 'frame_number': 2201538} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2209022 | Episode: 455 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 8.49 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7484, 'frame_number': 2209022} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2215528 | Episode: 456 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 7.33 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6506, 'frame_number': 2215528} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2223904 | Episode: 457 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.69 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8376, 'frame_number': 2223904} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2230897 | Episode: 458 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.52 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6993, 'frame_number': 2230897} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2239047 | Episode: 459 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 8.90 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8150, 'frame_number': 2239047} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2247197 | Episode: 460 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 9.02 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8150, 'frame_number': 2247197} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2254860 | Episode: 461 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.48 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7663, 'frame_number': 2254860} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2261582 | Episode: 462 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.51 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6722, 'frame_number': 2261582} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2268283 | Episode: 463 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.30 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6701, 'frame_number': 2268283} |

| Step: 2274215 | Episode: 464 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 6.45 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5932, 'frame_number': 2274215} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2280276 | Episode: 465 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 6.73 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6061, 'frame_number': 2280276} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2286552 | Episode: 466 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 6.98 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6276, 'frame_number': 2286552} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2293552 | Episode: 467 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 8.45 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7000, 'frame_number': 2293552} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...

| Step: 2301837 | Episode: 468 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 9.91 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8285, 'frame_number': 2301837} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2310290 | Episode: 469 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 9.55 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8453, 'frame_number': 2310290} |
	|| Reward 1.0 ||
| Step: 2316497 | Episode: 470 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 7.29 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6207, 'frame_number': 2316497} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2324085 | Episode: 471 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.86 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7588, 'frame_number': 2324085} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2331946 | Episode: 472 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 8.94 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7861, 'frame_number': 2331946} |
	|| Reward 1.0 ||
| Step: 2337686 | Episode: 473 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 6.72 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5740, 'frame_number': 2337686} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2345289 | Episode: 474 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 9.00 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7603, 'frame_number': 2345289} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2351753 | Episode: 475 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.91 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6464, 'frame_number': 2351753} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2357655 | Episode: 476 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 6.49 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5902, 'frame_number': 2357655} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2366045 | Episode: 477 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 9.45 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8390, 'frame_number': 2366045} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2373829 | Episode: 478 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 8.87 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7784, 'frame_number': 2373829} |
	|| Reward 1.0 ||
| Step: 2380636 | Episode: 479 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 7.72 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6807, 'frame_number': 2380636} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2388518 | Episode: 480 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 8.99 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7882, 'frame_number': 2388518} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2395062 | Episode: 481 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.22 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6544, 'frame_number': 2395062} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2402685 | Episode: 482 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.33 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7623, 'frame_number': 2402685} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2410035 | Episode: 483 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 8.30 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7350, 'frame_number': 2410035} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2417722 | Episode: 484 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 8.80 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7687, 'frame_number': 2417722} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2425562 | Episode: 485 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.29 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7840, 'frame_number': 2425562} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2431967 | Episode: 486 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.86 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6405, 'frame_number': 2431967} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2440260 | Episode: 487 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8293, 'frame_number': 2440260} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2447715 | Episode: 488 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 9.40 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7455, 'frame_number': 2447715} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2454741 | Episode: 489 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.99 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7026, 'frame_number': 2454741} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2462282 | Episode: 490 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.35 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7541, 'frame_number': 2462282} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2471362 | Episode: 491 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9080, 'frame_number': 2471362} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2478706 | Episode: 492 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 8.96 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7344, 'frame_number': 2478706} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2486924 | Episode: 493 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.93 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8218, 'frame_number': 2486924} |

| Step: 2494014 | Episode: 494 || Σ Rewards: -21.00 || lr: 1.000000e-04 || dt: 8.76 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7090, 'frame_number': 2494014} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 2503608 | Episode: 495 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9594, 'frame_number': 2503608} |
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| Step: 2512055 | Episode: 496 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 10.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8447, 'frame_number': 2512055} |
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| Step: 2518287 | Episode: 497 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 7.44 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6232, 'frame_number': 2518287} |
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| Step: 2525810 | Episode: 498 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 8.76 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7523, 'frame_number': 2525810} |
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| Step: 2533660 | Episode: 499 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 9.12 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7850, 'frame_number': 2533660} |
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| Step: 2542588 | Episode: 500 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8928, 'frame_number': 2542588} |
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| Step: 2551645 | Episode: 501 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9057, 'frame_number': 2551645} |
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| Step: 2557791 | Episode: 502 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 7.32 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6146, 'frame_number': 2557791} |
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| Step: 2565024 | Episode: 503 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.31 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7233, 'frame_number': 2565024} |
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| Step: 2571166 | Episode: 504 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 7.41 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6142, 'frame_number': 2571166} |
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| Step: 2579611 | Episode: 505 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 9.90 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8445, 'frame_number': 2579611} |
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| Step: 2590843 | Episode: 506 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 13.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11232, 'frame_number': 2590843} |
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| Step: 2598526 | Episode: 507 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 9.61 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7683, 'frame_number': 2598526} |
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| Step: 2608251 | Episode: 508 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 11.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9725, 'frame_number': 2608251} |
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| Step: 2615016 | Episode: 509 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 7.95 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6765, 'frame_number': 2615016} |
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| Step: 2625431 | Episode: 510 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 12.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10415, 'frame_number': 2625431} |
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| Step: 2634576 | Episode: 511 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 11.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9145, 'frame_number': 2634576} |
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| Step: 2642580 | Episode: 512 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 9.56 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8004, 'frame_number': 2642580} |
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| Step: 2651610 | Episode: 513 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 10.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9030, 'frame_number': 2651610} |
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| Step: 2661446 | Episode: 514 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 11.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9836, 'frame_number': 2661446} |
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| Step: 2670917 | Episode: 515 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9471, 'frame_number': 2670917} |
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| Step: 2679088 | Episode: 516 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.96 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8171, 'frame_number': 2679088} |
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| Step: 2686327 | Episode: 517 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 8.86 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7239, 'frame_number': 2686327} |
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| Step: 2696248 | Episode: 518 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9921, 'frame_number': 2696248} |
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| Step: 2703741 | Episode: 519 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 9.14 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7493, 'frame_number': 2703741} |
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| Step: 2711460 | Episode: 520 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 9.20 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7719, 'frame_number': 2711460} |
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| Step: 2719806 | Episode: 521 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8346, 'frame_number': 2719806} |
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| Step: 2727215 | Episode: 522 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 8.65 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7409, 'frame_number': 2727215} |
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| Step: 2733768 | Episode: 523 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.97 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6553, 'frame_number': 2733768} |
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| Step: 2741119 | Episode: 524 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.93 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7351, 'frame_number': 2741119} |
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| Step: 2748950 | Episode: 525 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 9.49 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7831, 'frame_number': 2748950} |
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| Step: 2758483 | Episode: 526 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9533, 'frame_number': 2758483} |
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| Step: 2766264 | Episode: 527 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7781, 'frame_number': 2766264} |
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| Step: 2777108 | Episode: 528 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10844, 'frame_number': 2777108} |
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| Step: 2785285 | Episode: 529 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 10.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8177, 'frame_number': 2785285} |
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| Step: 2794038 | Episode: 530 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 10.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8753, 'frame_number': 2794038} |
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| Step: 2799888 | Episode: 531 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 7.43 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5850, 'frame_number': 2799888} |
Saving Model Checkpoint...
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| Step: 2808985 | Episode: 532 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9097, 'frame_number': 2808985} |
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| Step: 2816848 | Episode: 533 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 9.95 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7863, 'frame_number': 2816848} |
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| Step: 2823194 | Episode: 534 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 7.75 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6346, 'frame_number': 2823194} |
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| Step: 2831356 | Episode: 535 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8162, 'frame_number': 2831356} |
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| Step: 2841199 | Episode: 536 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9843, 'frame_number': 2841199} |
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| Step: 2849648 | Episode: 537 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 10.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8449, 'frame_number': 2849648} |
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| Step: 2856393 | Episode: 538 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.02 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6745, 'frame_number': 2856393} |
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| Step: 2865576 | Episode: 539 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 11.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9183, 'frame_number': 2865576} |
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| Step: 2873594 | Episode: 540 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8018, 'frame_number': 2873594} |
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| Step: 2882231 | Episode: 541 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8637, 'frame_number': 2882231} |
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| Step: 2888028 | Episode: 542 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 8.00 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5797, 'frame_number': 2888028} |
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| Step: 2896871 | Episode: 543 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8843, 'frame_number': 2896871} |
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| Step: 2903965 | Episode: 544 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 9.43 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7094, 'frame_number': 2903965} |
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| Step: 2912051 | Episode: 545 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8086, 'frame_number': 2912051} |
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| Step: 2922540 | Episode: 546 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10489, 'frame_number': 2922540} |
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| Step: 2932234 | Episode: 547 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 12.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9694, 'frame_number': 2932234} |
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| Step: 2939632 | Episode: 548 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 9.30 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7398, 'frame_number': 2939632} |
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| Step: 2949201 | Episode: 549 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9569, 'frame_number': 2949201} |
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| Step: 2956256 | Episode: 550 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 9.06 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7055, 'frame_number': 2956256} |
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| Step: 2965286 | Episode: 551 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9030, 'frame_number': 2965286} |
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| Step: 2974617 | Episode: 552 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9331, 'frame_number': 2974617} |
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| Step: 2983003 | Episode: 553 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8386, 'frame_number': 2983003} |
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| Step: 2990733 | Episode: 554 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7730, 'frame_number': 2990733} |
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| Step: 3001624 | Episode: 555 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 14.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10891, 'frame_number': 3001624} |
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| Step: 3011784 | Episode: 556 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 13.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10160, 'frame_number': 3011784} |
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| Step: 3019500 | Episode: 557 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 10.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7716, 'frame_number': 3019500} |
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| Step: 3025981 | Episode: 558 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 8.15 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6481, 'frame_number': 3025981} |
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| Step: 3033006 | Episode: 559 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.42 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7025, 'frame_number': 3033006} |
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| Step: 3039792 | Episode: 560 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 9.02 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6786, 'frame_number': 3039792} |
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| Step: 3048312 | Episode: 561 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8520, 'frame_number': 3048312} |
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| Step: 3055972 | Episode: 562 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.79 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7660, 'frame_number': 3055972} |
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| Step: 3066898 | Episode: 563 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10926, 'frame_number': 3066898} |
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| Step: 3074870 | Episode: 564 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 10.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7972, 'frame_number': 3074870} |
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| Step: 3082504 | Episode: 565 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 10.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7634, 'frame_number': 3082504} |
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| Step: 3091438 | Episode: 566 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8934, 'frame_number': 3091438} |
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| Step: 3099709 | Episode: 567 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 11.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8271, 'frame_number': 3099709} |
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| Step: 3107413 | Episode: 568 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 11.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7704, 'frame_number': 3107413} |
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| Step: 3115208 | Episode: 569 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7795, 'frame_number': 3115208} |
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| Step: 3121571 | Episode: 570 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 8.80 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6363, 'frame_number': 3121571} |
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| Step: 3130821 | Episode: 571 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 12.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9250, 'frame_number': 3130821} |
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| Step: 3138374 | Episode: 572 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7553, 'frame_number': 3138374} |
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| Step: 3146098 | Episode: 573 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7724, 'frame_number': 3146098} |
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| Step: 3154768 | Episode: 574 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 11.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8670, 'frame_number': 3154768} |
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| Step: 3164038 | Episode: 575 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9270, 'frame_number': 3164038} |
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| Step: 3173512 | Episode: 576 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9474, 'frame_number': 3173512} |
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| Step: 3181940 | Episode: 577 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 11.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8428, 'frame_number': 3181940} |
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| Step: 3187900 | Episode: 578 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 8.01 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5960, 'frame_number': 3187900} |
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| Step: 3195586 | Episode: 579 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 10.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7686, 'frame_number': 3195586} |
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| Step: 3202564 | Episode: 580 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.15 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6978, 'frame_number': 3202564} |
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| Step: 3210214 | Episode: 581 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 10.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7650, 'frame_number': 3210214} |
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| Step: 3216506 | Episode: 582 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 8.48 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6292, 'frame_number': 3216506} |
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| Step: 3224819 | Episode: 583 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8313, 'frame_number': 3224819} |
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| Step: 3231652 | Episode: 584 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 9.26 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6833, 'frame_number': 3231652} |
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| Step: 3238657 | Episode: 585 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.32 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7005, 'frame_number': 3238657} |
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| Step: 3248148 | Episode: 586 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9491, 'frame_number': 3248148} |
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| Step: 3257375 | Episode: 587 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 12.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9227, 'frame_number': 3257375} |
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| Step: 3264005 | Episode: 588 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.21 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6630, 'frame_number': 3264005} |
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| Step: 3272253 | Episode: 589 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8248, 'frame_number': 3272253} |
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| Step: 3280327 | Episode: 590 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8074, 'frame_number': 3280327} |
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| Step: 3288102 | Episode: 591 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7775, 'frame_number': 3288102} |
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| Step: 3294906 | Episode: 592 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 10.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6804, 'frame_number': 3294906} |
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| Step: 3303506 | Episode: 593 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8600, 'frame_number': 3303506} |
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| Step: 3311057 | Episode: 594 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7551, 'frame_number': 3311057} |
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| Step: 3319726 | Episode: 595 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 12.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8669, 'frame_number': 3319726} |
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| Step: 3326717 | Episode: 596 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 10.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6991, 'frame_number': 3326717} |
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| Step: 3335686 | Episode: 597 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8969, 'frame_number': 3335686} |
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| Step: 3342380 | Episode: 598 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.91 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6694, 'frame_number': 3342380} |
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| Step: 3350400 | Episode: 599 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8020, 'frame_number': 3350400} |
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| Step: 3358458 | Episode: 600 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8058, 'frame_number': 3358458} |
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| Step: 3366884 | Episode: 601 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8426, 'frame_number': 3366884} |
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| Step: 3375025 | Episode: 602 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 11.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8141, 'frame_number': 3375025} |
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| Step: 3382911 | Episode: 603 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7886, 'frame_number': 3382911} |
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| Step: 3392060 | Episode: 604 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9149, 'frame_number': 3392060} |
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| Step: 3401218 | Episode: 605 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9158, 'frame_number': 3401218} |
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| Step: 3410032 | Episode: 606 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8814, 'frame_number': 3410032} |
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| Step: 3416031 | Episode: 607 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 8.34 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5999, 'frame_number': 3416031} |
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| Step: 3424123 | Episode: 608 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8092, 'frame_number': 3424123} |
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| Step: 3433232 | Episode: 609 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9109, 'frame_number': 3433232} |
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| Step: 3442210 | Episode: 610 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 12.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8978, 'frame_number': 3442210} |
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| Step: 3449960 | Episode: 611 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 10.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7750, 'frame_number': 3449960} |
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| Step: 3459670 | Episode: 612 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 13.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9710, 'frame_number': 3459670} |
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| Step: 3466964 | Episode: 613 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7294, 'frame_number': 3466964} |
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| Step: 3475767 | Episode: 614 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8803, 'frame_number': 3475767} |
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| Step: 3483472 | Episode: 615 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7705, 'frame_number': 3483472} |
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| Step: 3493402 | Episode: 616 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9930, 'frame_number': 3493402} |
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| Step: 3501227 | Episode: 617 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7825, 'frame_number': 3501227} |
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| Step: 3509480 | Episode: 618 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8253, 'frame_number': 3509480} |
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| Step: 3516274 | Episode: 619 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6794, 'frame_number': 3516274} |
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| Step: 3523726 | Episode: 620 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 12.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7452, 'frame_number': 3523726} |
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| Step: 3533172 | Episode: 621 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 14.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9446, 'frame_number': 3533172} |
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| Step: 3542857 | Episode: 622 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9685, 'frame_number': 3542857} |
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| Step: 3551488 | Episode: 623 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8631, 'frame_number': 3551488} |
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| Step: 3560885 | Episode: 624 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9397, 'frame_number': 3560885} |
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| Step: 3568219 | Episode: 625 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7334, 'frame_number': 3568219} |
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| Step: 3576551 | Episode: 626 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 14.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8332, 'frame_number': 3576551} |
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| Step: 3583399 | Episode: 627 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6848, 'frame_number': 3583399} |
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| Step: 3591191 | Episode: 628 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7792, 'frame_number': 3591191} |
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| Step: 3598398 | Episode: 629 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7207, 'frame_number': 3598398} |
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| Step: 3606471 | Episode: 630 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8073, 'frame_number': 3606471} |
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| Step: 3615461 | Episode: 631 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8990, 'frame_number': 3615461} |
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| Step: 3622157 | Episode: 632 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.50 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6696, 'frame_number': 3622157} |
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| Step: 3630318 | Episode: 633 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8161, 'frame_number': 3630318} |
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| Step: 3636797 | Episode: 634 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.40 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6479, 'frame_number': 3636797} |
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| Step: 3646900 | Episode: 635 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10103, 'frame_number': 3646900} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 3653435 | Episode: 636 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 9.25 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6535, 'frame_number': 3653435} |
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| Step: 3661203 | Episode: 637 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7768, 'frame_number': 3661203} |
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| Step: 3669102 | Episode: 638 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7899, 'frame_number': 3669102} |
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| Step: 3677019 | Episode: 639 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7917, 'frame_number': 3677019} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3685841 | Episode: 640 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8822, 'frame_number': 3685841} |
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| Step: 3694294 | Episode: 641 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8453, 'frame_number': 3694294} |
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| Step: 3702489 | Episode: 642 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8195, 'frame_number': 3702489} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3711289 | Episode: 643 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8800, 'frame_number': 3711289} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3718074 | Episode: 644 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.86 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6785, 'frame_number': 3718074} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3729405 | Episode: 645 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 16.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11331, 'frame_number': 3729405} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3736949 | Episode: 646 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 10.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7544, 'frame_number': 3736949} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3746023 | Episode: 647 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9074, 'frame_number': 3746023} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3754610 | Episode: 648 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 13.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8587, 'frame_number': 3754610} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3762606 | Episode: 649 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7996, 'frame_number': 3762606} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3768752 | Episode: 650 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 8.90 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6146, 'frame_number': 3768752} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3777015 | Episode: 651 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8263, 'frame_number': 3777015} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3784757 | Episode: 652 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7742, 'frame_number': 3784757} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3796397 | Episode: 653 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11640, 'frame_number': 3796397} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3805746 | Episode: 654 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9349, 'frame_number': 3805746} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3814495 | Episode: 655 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8749, 'frame_number': 3814495} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3821957 | Episode: 656 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7462, 'frame_number': 3821957} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3831892 | Episode: 657 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 14.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9935, 'frame_number': 3831892} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3838334 | Episode: 658 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 9.54 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6442, 'frame_number': 3838334} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3846452 | Episode: 659 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8118, 'frame_number': 3846452} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 3853541 | Episode: 660 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7089, 'frame_number': 3853541} |
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| Step: 3861066 | Episode: 661 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7525, 'frame_number': 3861066} |
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| Step: 3868890 | Episode: 662 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7824, 'frame_number': 3868890} |
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| Step: 3877184 | Episode: 663 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8294, 'frame_number': 3877184} |
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| Step: 3884105 | Episode: 664 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 10.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6921, 'frame_number': 3884105} |
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| Step: 3892311 | Episode: 665 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8206, 'frame_number': 3892311} |
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| Step: 3900954 | Episode: 666 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8643, 'frame_number': 3900954} |
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| Step: 3907565 | Episode: 667 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.95 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6611, 'frame_number': 3907565} |
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| Step: 3915233 | Episode: 668 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7668, 'frame_number': 3915233} |
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| Step: 3922967 | Episode: 669 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7734, 'frame_number': 3922967} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3932652 | Episode: 670 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9685, 'frame_number': 3932652} |
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| Step: 3939574 | Episode: 671 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 10.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6922, 'frame_number': 3939574} |
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| Step: 3946058 | Episode: 672 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 10.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6484, 'frame_number': 3946058} |
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| Step: 3953643 | Episode: 673 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7585, 'frame_number': 3953643} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3962623 | Episode: 674 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8980, 'frame_number': 3962623} |
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| Step: 3970345 | Episode: 675 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7722, 'frame_number': 3970345} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 3980874 | Episode: 676 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10529, 'frame_number': 3980874} |
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| Step: 3987382 | Episode: 677 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 11.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6508, 'frame_number': 3987382} |
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| Step: 3996189 | Episode: 678 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8807, 'frame_number': 3996189} |
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| Step: 4004461 | Episode: 679 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8272, 'frame_number': 4004461} |
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| Step: 4013338 | Episode: 680 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8877, 'frame_number': 4013338} |
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| Step: 4020951 | Episode: 681 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7613, 'frame_number': 4020951} |
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| Step: 4027312 | Episode: 682 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 9.89 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6361, 'frame_number': 4027312} |
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| Step: 4035781 | Episode: 683 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8469, 'frame_number': 4035781} |
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| Step: 4044196 | Episode: 684 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8415, 'frame_number': 4044196} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 4050617 | Episode: 685 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.97 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6421, 'frame_number': 4050617} |
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| Step: 4060231 | Episode: 686 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9614, 'frame_number': 4060231} |
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| Step: 4068662 | Episode: 687 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.94s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8431, 'frame_number': 4068662} |
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| Step: 4074776 | Episode: 688 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 9.52 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6114, 'frame_number': 4074776} |
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| Step: 4081205 | Episode: 689 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 9.71 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6429, 'frame_number': 4081205} |
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| Step: 4089172 | Episode: 690 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7967, 'frame_number': 4089172} |
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| Step: 4099084 | Episode: 691 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9912, 'frame_number': 4099084} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 4107628 | Episode: 692 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8544, 'frame_number': 4107628} |
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| Step: 4116758 | Episode: 693 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9130, 'frame_number': 4116758} |
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| Step: 4123132 | Episode: 694 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 9.84 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6374, 'frame_number': 4123132} |
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| Step: 4131528 | Episode: 695 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8396, 'frame_number': 4131528} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4141767 | Episode: 696 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 15.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10239, 'frame_number': 4141767} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4149475 | Episode: 697 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7708, 'frame_number': 4149475} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4158829 | Episode: 698 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9354, 'frame_number': 4158829} |
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| Step: 4167201 | Episode: 699 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8372, 'frame_number': 4167201} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4176536 | Episode: 700 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9335, 'frame_number': 4176536} |
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| Step: 4184159 | Episode: 701 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.93s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7623, 'frame_number': 4184159} |
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| Step: 4192040 | Episode: 702 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7881, 'frame_number': 4192040} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 4202263 | Episode: 703 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 15.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10223, 'frame_number': 4202263} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4211018 | Episode: 704 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8755, 'frame_number': 4211018} |
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| Step: 4216805 | Episode: 705 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 8.84 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5787, 'frame_number': 4216805} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4227261 | Episode: 706 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10456, 'frame_number': 4227261} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4235493 | Episode: 707 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8232, 'frame_number': 4235493} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4244832 | Episode: 708 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9339, 'frame_number': 4244832} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...

| Step: 4252777 | Episode: 709 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.65s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7945, 'frame_number': 4252777} |
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| Step: 4260266 | Episode: 710 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7489, 'frame_number': 4260266} |
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| Step: 4268603 | Episode: 711 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8337, 'frame_number': 4268603} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4276958 | Episode: 712 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8355, 'frame_number': 4276958} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4287231 | Episode: 713 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10273, 'frame_number': 4287231} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4296728 | Episode: 714 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.68s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9497, 'frame_number': 4296728} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 4304360 | Episode: 715 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7632, 'frame_number': 4304360} |
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| Step: 4312412 | Episode: 716 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 12.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8052, 'frame_number': 4312412} |
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| Step: 4318721 | Episode: 717 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 9.88 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6309, 'frame_number': 4318721} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4327406 | Episode: 718 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8685, 'frame_number': 4327406} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4335442 | Episode: 719 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8036, 'frame_number': 4335442} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4344533 | Episode: 720 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9091, 'frame_number': 4344533} |
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| Step: 4353116 | Episode: 721 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8583, 'frame_number': 4353116} |
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| Step: 4361657 | Episode: 722 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 13.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8541, 'frame_number': 4361657} |
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| Step: 4369502 | Episode: 723 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7845, 'frame_number': 4369502} |
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| Step: 4377717 | Episode: 724 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8215, 'frame_number': 4377717} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4386070 | Episode: 725 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8353, 'frame_number': 4386070} |
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| Step: 4393372 | Episode: 726 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 11.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7302, 'frame_number': 4393372} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 4401757 | Episode: 727 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8385, 'frame_number': 4401757} |
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| Step: 4410275 | Episode: 728 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8518, 'frame_number': 4410275} |
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| Step: 4417706 | Episode: 729 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7431, 'frame_number': 4417706} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4425998 | Episode: 730 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8292, 'frame_number': 4425998} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4435796 | Episode: 731 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9798, 'frame_number': 4435796} |
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| Step: 4443310 | Episode: 732 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7514, 'frame_number': 4443310} |
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| Step: 4450787 | Episode: 733 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7477, 'frame_number': 4450787} |
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| Step: 4459018 | Episode: 734 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8231, 'frame_number': 4459018} |
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| Step: 4470105 | Episode: 735 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 17.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11087, 'frame_number': 4470105} |
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| Step: 4479095 | Episode: 736 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8990, 'frame_number': 4479095} |
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| Step: 4486153 | Episode: 737 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 11.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7058, 'frame_number': 4486153} |
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| Step: 4495739 | Episode: 738 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9586, 'frame_number': 4495739} |
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| Step: 4502133 | Episode: 739 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 10.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6394, 'frame_number': 4502133} |
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| Step: 4510511 | Episode: 740 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8378, 'frame_number': 4510511} |
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| Step: 4520036 | Episode: 741 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 14.68s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9525, 'frame_number': 4520036} |
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| Step: 4527231 | Episode: 742 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7195, 'frame_number': 4527231} |
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| Step: 4534659 | Episode: 743 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7428, 'frame_number': 4534659} |
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| Step: 4542822 | Episode: 744 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 12.63s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8163, 'frame_number': 4542822} |
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| Step: 4552454 | Episode: 745 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9632, 'frame_number': 4552454} |
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| Step: 4559294 | Episode: 746 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6840, 'frame_number': 4559294} |
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| Step: 4568128 | Episode: 747 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8834, 'frame_number': 4568128} |
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| Step: 4576057 | Episode: 748 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7929, 'frame_number': 4576057} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4584333 | Episode: 749 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8276, 'frame_number': 4584333} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4591063 | Episode: 750 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6730, 'frame_number': 4591063} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4598646 | Episode: 751 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7583, 'frame_number': 4598646} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4605565 | Episode: 752 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6919, 'frame_number': 4605565} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4615685 | Episode: 753 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10120, 'frame_number': 4615685} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4623893 | Episode: 754 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8208, 'frame_number': 4623893} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4631892 | Episode: 755 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.63s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7999, 'frame_number': 4631892} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4639308 | Episode: 756 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 11.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7416, 'frame_number': 4639308} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4648019 | Episode: 757 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.63s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8711, 'frame_number': 4648019} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4657341 | Episode: 758 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9322, 'frame_number': 4657341} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4666677 | Episode: 759 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9336, 'frame_number': 4666677} |
	|| Reward 1.0 ||
| Step: 4673310 | Episode: 760 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 10.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6633, 'frame_number': 4673310} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4680119 | Episode: 761 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 10.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6809, 'frame_number': 4680119} |
	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4686488 | Episode: 762 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 10.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6369, 'frame_number': 4686488} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4697097 | Episode: 763 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10609, 'frame_number': 4697097} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4704518 | Episode: 764 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7421, 'frame_number': 4704518} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4712041 | Episode: 765 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 11.65s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7523, 'frame_number': 4712041} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4720265 | Episode: 766 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8224, 'frame_number': 4720265} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4728952 | Episode: 767 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8687, 'frame_number': 4728952} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4737332 | Episode: 768 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8380, 'frame_number': 4737332} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4745619 | Episode: 769 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8287, 'frame_number': 4745619} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4757156 | Episode: 770 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11537, 'frame_number': 4757156} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4764734 | Episode: 771 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7578, 'frame_number': 4764734} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4772957 | Episode: 772 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8223, 'frame_number': 4772957} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4782921 | Episode: 773 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 15.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9964, 'frame_number': 4782921} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4792445 | Episode: 774 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9524, 'frame_number': 4792445} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4801559 | Episode: 775 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9114, 'frame_number': 4801559} |
	|| Reward 1.0 ||
| Step: 4807256 | Episode: 776 || Σ Rewards: -20.00 || lr: 1.000000e-04 || dt: 8.97 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 5697, 'frame_number': 4807256} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4816336 | Episode: 777 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9080, 'frame_number': 4816336} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4825002 | Episode: 778 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8666, 'frame_number': 4825002} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4834134 | Episode: 779 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9132, 'frame_number': 4834134} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4841761 | Episode: 780 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 11.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7627, 'frame_number': 4841761} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4853884 | Episode: 781 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12123, 'frame_number': 4853884} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4862243 | Episode: 782 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8359, 'frame_number': 4862243} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4870806 | Episode: 783 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8563, 'frame_number': 4870806} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4882039 | Episode: 784 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11233, 'frame_number': 4882039} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4894083 | Episode: 785 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12044, 'frame_number': 4894083} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4902048 | Episode: 786 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7965, 'frame_number': 4902048} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4910664 | Episode: 787 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8616, 'frame_number': 4910664} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4918146 | Episode: 788 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7482, 'frame_number': 4918146} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4928325 | Episode: 789 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 15.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10179, 'frame_number': 4928325} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4937756 | Episode: 790 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9431, 'frame_number': 4937756} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4947145 | Episode: 791 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9389, 'frame_number': 4947145} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4957140 | Episode: 792 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9995, 'frame_number': 4957140} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4965020 | Episode: 793 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7880, 'frame_number': 4965020} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4973441 | Episode: 794 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8421, 'frame_number': 4973441} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4981398 | Episode: 795 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7957, 'frame_number': 4981398} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 4992144 | Episode: 796 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10746, 'frame_number': 4992144} |
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| Step: 4999271 | Episode: 797 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 11.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7127, 'frame_number': 4999271} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5007688 | Episode: 798 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8417, 'frame_number': 5007688} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5016301 | Episode: 799 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8613, 'frame_number': 5016301} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5023209 | Episode: 800 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 10.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6908, 'frame_number': 5023209} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5031180 | Episode: 801 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7971, 'frame_number': 5031180} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5040587 | Episode: 802 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.63s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9407, 'frame_number': 5040587} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5050611 | Episode: 803 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10024, 'frame_number': 5050611} |
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| Step: 5057752 | Episode: 804 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7141, 'frame_number': 5057752} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5068197 | Episode: 805 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10445, 'frame_number': 5068197} |
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| Step: 5077362 | Episode: 806 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9165, 'frame_number': 5077362} |
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| Step: 5086031 | Episode: 807 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 13.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8669, 'frame_number': 5086031} |
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| Step: 5094304 | Episode: 808 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8273, 'frame_number': 5094304} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 5103335 | Episode: 809 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9031, 'frame_number': 5103335} |
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| Step: 5111538 | Episode: 810 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8203, 'frame_number': 5111538} |
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| Step: 5120283 | Episode: 811 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8745, 'frame_number': 5120283} |
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| Step: 5129575 | Episode: 812 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9292, 'frame_number': 5129575} |
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| Step: 5138922 | Episode: 813 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9347, 'frame_number': 5138922} |
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| Step: 5146334 | Episode: 814 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7412, 'frame_number': 5146334} |
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| Step: 5154737 | Episode: 815 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8403, 'frame_number': 5154737} |
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| Step: 5167568 | Episode: 816 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 20.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12831, 'frame_number': 5167568} |
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| Step: 5175670 | Episode: 817 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8102, 'frame_number': 5175670} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5184115 | Episode: 818 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8445, 'frame_number': 5184115} |
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| Step: 5194158 | Episode: 819 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10043, 'frame_number': 5194158} |
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| Step: 5202928 | Episode: 820 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8770, 'frame_number': 5202928} |
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| Step: 5212338 | Episode: 821 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9410, 'frame_number': 5212338} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5221570 | Episode: 822 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9232, 'frame_number': 5221570} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5231219 | Episode: 823 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9649, 'frame_number': 5231219} |
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| Step: 5239421 | Episode: 824 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8202, 'frame_number': 5239421} |
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| Step: 5246787 | Episode: 825 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7366, 'frame_number': 5246787} |
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| Step: 5256319 | Episode: 826 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9532, 'frame_number': 5256319} |
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| Step: 5262750 | Episode: 827 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 10.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6431, 'frame_number': 5262750} |
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| Step: 5270740 | Episode: 828 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 12.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7990, 'frame_number': 5270740} |
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| Step: 5278947 | Episode: 829 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8207, 'frame_number': 5278947} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5289439 | Episode: 830 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10492, 'frame_number': 5289439} |
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| Step: 5297253 | Episode: 831 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7814, 'frame_number': 5297253} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5308114 | Episode: 832 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10861, 'frame_number': 5308114} |
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| Step: 5316653 | Episode: 833 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8539, 'frame_number': 5316653} |
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| Step: 5325923 | Episode: 834 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9270, 'frame_number': 5325923} |
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| Step: 5334320 | Episode: 835 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8397, 'frame_number': 5334320} |
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| Step: 5342399 | Episode: 836 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8079, 'frame_number': 5342399} |
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| Step: 5351206 | Episode: 837 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8807, 'frame_number': 5351206} |
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| Step: 5360401 | Episode: 838 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9195, 'frame_number': 5360401} |
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| Step: 5366663 | Episode: 839 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 9.98 s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6262, 'frame_number': 5366663} |
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| Step: 5376539 | Episode: 840 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9876, 'frame_number': 5376539} |
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| Step: 5386129 | Episode: 841 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9590, 'frame_number': 5386129} |
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| Step: 5395642 | Episode: 842 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9513, 'frame_number': 5395642} |
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| Step: 5404023 | Episode: 843 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8381, 'frame_number': 5404023} |
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| Step: 5412972 | Episode: 844 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8949, 'frame_number': 5412972} |
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| Step: 5421356 | Episode: 845 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8384, 'frame_number': 5421356} |
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| Step: 5429634 | Episode: 846 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8278, 'frame_number': 5429634} |
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| Step: 5437562 | Episode: 847 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7928, 'frame_number': 5437562} |
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| Step: 5445588 | Episode: 848 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.65s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8026, 'frame_number': 5445588} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 5453857 | Episode: 849 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8269, 'frame_number': 5453857} |
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| Step: 5460901 | Episode: 850 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 10.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7044, 'frame_number': 5460901} |
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| Step: 5471042 | Episode: 851 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 15.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10141, 'frame_number': 5471042} |
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| Step: 5478823 | Episode: 852 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7781, 'frame_number': 5478823} |
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| Step: 5488563 | Episode: 853 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.93s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9740, 'frame_number': 5488563} |
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| Step: 5496696 | Episode: 854 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8133, 'frame_number': 5496696} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 5505350 | Episode: 855 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8654, 'frame_number': 5505350} |
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| Step: 5514426 | Episode: 856 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9076, 'frame_number': 5514426} |
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| Step: 5523976 | Episode: 857 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9550, 'frame_number': 5523976} |
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| Step: 5532264 | Episode: 858 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8288, 'frame_number': 5532264} |
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| Step: 5541877 | Episode: 859 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9613, 'frame_number': 5541877} |
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| Step: 5552035 | Episode: 860 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 15.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10158, 'frame_number': 5552035} |
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| Step: 5562188 | Episode: 861 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10153, 'frame_number': 5562188} |
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| Step: 5571029 | Episode: 862 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8841, 'frame_number': 5571029} |
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| Step: 5580259 | Episode: 863 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9230, 'frame_number': 5580259} |
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| Step: 5588043 | Episode: 864 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 12.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7784, 'frame_number': 5588043} |
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| Step: 5597224 | Episode: 865 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9181, 'frame_number': 5597224} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 5605736 | Episode: 866 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8512, 'frame_number': 5605736} |
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| Step: 5613033 | Episode: 867 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7297, 'frame_number': 5613033} |
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| Step: 5621395 | Episode: 868 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8362, 'frame_number': 5621395} |
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| Step: 5631897 | Episode: 869 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10502, 'frame_number': 5631897} |
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| Step: 5640002 | Episode: 870 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 12.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8105, 'frame_number': 5640002} |
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| Step: 5649586 | Episode: 871 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9584, 'frame_number': 5649586} |
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| Step: 5658123 | Episode: 872 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8537, 'frame_number': 5658123} |
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| Step: 5665814 | Episode: 873 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 11.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7691, 'frame_number': 5665814} |
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| Step: 5673895 | Episode: 874 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8081, 'frame_number': 5673895} |
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| Step: 5684651 | Episode: 875 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10756, 'frame_number': 5684651} |
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| Step: 5693749 | Episode: 876 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9098, 'frame_number': 5693749} |
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| Step: 5702768 | Episode: 877 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9019, 'frame_number': 5702768} |
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| Step: 5710420 | Episode: 878 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 13.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7652, 'frame_number': 5710420} |
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| Step: 5720395 | Episode: 879 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9975, 'frame_number': 5720395} |
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| Step: 5730102 | Episode: 880 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 16.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9707, 'frame_number': 5730102} |
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| Step: 5739407 | Episode: 881 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9305, 'frame_number': 5739407} |
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| Step: 5746968 | Episode: 882 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7561, 'frame_number': 5746968} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 5755766 | Episode: 883 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8798, 'frame_number': 5755766} |
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| Step: 5762687 | Episode: 884 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6921, 'frame_number': 5762687} |
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| Step: 5772100 | Episode: 885 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 16.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9413, 'frame_number': 5772100} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 5780887 | Episode: 886 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8787, 'frame_number': 5780887} |
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| Step: 5790836 | Episode: 887 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9949, 'frame_number': 5790836} |
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| Step: 5798944 | Episode: 888 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8108, 'frame_number': 5798944} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 5807181 | Episode: 889 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8237, 'frame_number': 5807181} |
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| Step: 5817694 | Episode: 890 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 18.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10513, 'frame_number': 5817694} |
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| Step: 5826583 | Episode: 891 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8889, 'frame_number': 5826583} |
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| Step: 5834826 | Episode: 892 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8243, 'frame_number': 5834826} |
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| Step: 5844584 | Episode: 893 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9758, 'frame_number': 5844584} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 5853026 | Episode: 894 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8442, 'frame_number': 5853026} |
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| Step: 5861662 | Episode: 895 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8636, 'frame_number': 5861662} |
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| Step: 5871968 | Episode: 896 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10306, 'frame_number': 5871968} |
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| Step: 5880022 | Episode: 897 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8054, 'frame_number': 5880022} |
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| Step: 5889803 | Episode: 898 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9781, 'frame_number': 5889803} |
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| Step: 5900123 | Episode: 899 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10320, 'frame_number': 5900123} |
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| Step: 5909810 | Episode: 900 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9687, 'frame_number': 5909810} |
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| Step: 5918784 | Episode: 901 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8974, 'frame_number': 5918784} |
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| Step: 5929064 | Episode: 902 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10280, 'frame_number': 5929064} |
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| Step: 5937631 | Episode: 903 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 14.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8567, 'frame_number': 5937631} |
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| Step: 5946341 | Episode: 904 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8710, 'frame_number': 5946341} |
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| Step: 5955446 | Episode: 905 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9105, 'frame_number': 5955446} |
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| Step: 5964806 | Episode: 906 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 16.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9360, 'frame_number': 5964806} |
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| Step: 5973838 | Episode: 907 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9032, 'frame_number': 5973838} |
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| Step: 5980571 | Episode: 908 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6733, 'frame_number': 5980571} |
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| Step: 5988766 | Episode: 909 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 13.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8195, 'frame_number': 5988766} |
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| Step: 5997683 | Episode: 910 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8917, 'frame_number': 5997683} |
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| Step: 6007844 | Episode: 911 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10161, 'frame_number': 6007844} |
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| Step: 6016288 | Episode: 912 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 15.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8444, 'frame_number': 6016288} |
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| Step: 6025272 | Episode: 913 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 15.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8984, 'frame_number': 6025272} |
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| Step: 6033641 | Episode: 914 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 14.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8369, 'frame_number': 6033641} |
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| Step: 6041417 | Episode: 915 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.94s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7776, 'frame_number': 6041417} |
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| Step: 6050236 | Episode: 916 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8819, 'frame_number': 6050236} |
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| Step: 6059333 | Episode: 917 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9097, 'frame_number': 6059333} |
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| Step: 6069322 | Episode: 918 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9989, 'frame_number': 6069322} |
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| Step: 6077899 | Episode: 919 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8577, 'frame_number': 6077899} |
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| Step: 6086904 | Episode: 920 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9005, 'frame_number': 6086904} |
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| Step: 6097499 | Episode: 921 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10595, 'frame_number': 6097499} |
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| Step: 6108349 | Episode: 922 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 17.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10850, 'frame_number': 6108349} |
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| Step: 6118020 | Episode: 923 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9671, 'frame_number': 6118020} |
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| Step: 6127191 | Episode: 924 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9171, 'frame_number': 6127191} |
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| Step: 6135276 | Episode: 925 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8085, 'frame_number': 6135276} |
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| Step: 6142668 | Episode: 926 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7392, 'frame_number': 6142668} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 6151893 | Episode: 927 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9225, 'frame_number': 6151893} |
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| Step: 6162044 | Episode: 928 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10151, 'frame_number': 6162044} |
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| Step: 6170417 | Episode: 929 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8373, 'frame_number': 6170417} |
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| Step: 6178602 | Episode: 930 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8185, 'frame_number': 6178602} |
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| Step: 6188404 | Episode: 931 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9802, 'frame_number': 6188404} |
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| Step: 6197054 | Episode: 932 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8650, 'frame_number': 6197054} |
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| Step: 6205046 | Episode: 933 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 14.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7992, 'frame_number': 6205046} |
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| Step: 6215455 | Episode: 934 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 17.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10409, 'frame_number': 6215455} |
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| Step: 6222990 | Episode: 935 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7535, 'frame_number': 6222990} |
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| Step: 6234623 | Episode: 936 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 23.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11633, 'frame_number': 6234623} |
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| Step: 6244221 | Episode: 937 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 18.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9598, 'frame_number': 6244221} |
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| Step: 6252736 | Episode: 938 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8515, 'frame_number': 6252736} |
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| Step: 6262527 | Episode: 939 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9791, 'frame_number': 6262527} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 6273416 | Episode: 940 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 18.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10889, 'frame_number': 6273416} |
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| Step: 6283012 | Episode: 941 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9596, 'frame_number': 6283012} |
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| Step: 6292511 | Episode: 942 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9499, 'frame_number': 6292511} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||
| Step: 6302588 | Episode: 943 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10077, 'frame_number': 6302588} |
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| Step: 6313846 | Episode: 944 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11258, 'frame_number': 6313846} |
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| Step: 6324125 | Episode: 945 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10279, 'frame_number': 6324125} |
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| Step: 6332473 | Episode: 946 || Σ Rewards: -19.00 || lr: 1.000000e-04 || dt: 13.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8348, 'frame_number': 6332473} |
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| Step: 6343949 | Episode: 947 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 19.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11476, 'frame_number': 6343949} |
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| Step: 6350251 | Episode: 948 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6302, 'frame_number': 6350251} |
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| Step: 6361511 | Episode: 949 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 20.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11260, 'frame_number': 6361511} |
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| Step: 6372259 | Episode: 950 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10748, 'frame_number': 6372259} |
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| Step: 6380471 | Episode: 951 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 14.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8212, 'frame_number': 6380471} |
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| Step: 6390777 | Episode: 952 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 17.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10306, 'frame_number': 6390777} |
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| Step: 6402966 | Episode: 953 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 20.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12189, 'frame_number': 6402966} |
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| Step: 6412150 | Episode: 954 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9184, 'frame_number': 6412150} |
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| Step: 6419738 | Episode: 955 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7588, 'frame_number': 6419738} |
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| Step: 6432179 | Episode: 956 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 21.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12441, 'frame_number': 6432179} |
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| Step: 6441906 | Episode: 957 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9727, 'frame_number': 6441906} |
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| Step: 6451962 | Episode: 958 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10056, 'frame_number': 6451962} |
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| Step: 6462363 | Episode: 959 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10401, 'frame_number': 6462363} |
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| Step: 6469064 | Episode: 960 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 10.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6701, 'frame_number': 6469064} |
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| Step: 6478121 | Episode: 961 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9057, 'frame_number': 6478121} |
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| Step: 6488231 | Episode: 962 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10110, 'frame_number': 6488231} |
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| Step: 6497864 | Episode: 963 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 16.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9633, 'frame_number': 6497864} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 6507675 | Episode: 964 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9811, 'frame_number': 6507675} |
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| Step: 6515976 | Episode: 965 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8301, 'frame_number': 6515976} |
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| Step: 6524301 | Episode: 966 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8325, 'frame_number': 6524301} |
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| Step: 6532421 | Episode: 967 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.94s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8120, 'frame_number': 6532421} |
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| Step: 6540698 | Episode: 968 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 14.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8277, 'frame_number': 6540698} |
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| Step: 6550890 | Episode: 969 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10192, 'frame_number': 6550890} |
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| Step: 6560996 | Episode: 970 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10106, 'frame_number': 6560996} |
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| Step: 6571213 | Episode: 971 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 17.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10217, 'frame_number': 6571213} |
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| Step: 6580238 | Episode: 972 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9025, 'frame_number': 6580238} |
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| Step: 6588537 | Episode: 973 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8299, 'frame_number': 6588537} |
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| Step: 6597049 | Episode: 974 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 14.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8512, 'frame_number': 6597049} |
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| Step: 6605194 | Episode: 975 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8145, 'frame_number': 6605194} |
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| Step: 6615114 | Episode: 976 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9920, 'frame_number': 6615114} |
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| Step: 6626010 | Episode: 977 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10896, 'frame_number': 6626010} |
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| Step: 6634053 | Episode: 978 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8043, 'frame_number': 6634053} |
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| Step: 6643123 | Episode: 979 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 14.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9070, 'frame_number': 6643123} |
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| Step: 6653158 | Episode: 980 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10035, 'frame_number': 6653158} |
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| Step: 6661172 | Episode: 981 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 12.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8014, 'frame_number': 6661172} |
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| Step: 6669334 | Episode: 982 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8162, 'frame_number': 6669334} |
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| Step: 6677848 | Episode: 983 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8514, 'frame_number': 6677848} |
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| Step: 6686653 | Episode: 984 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 14.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8805, 'frame_number': 6686653} |
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| Step: 6694407 | Episode: 985 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7754, 'frame_number': 6694407} |
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| Step: 6702315 | Episode: 986 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7908, 'frame_number': 6702315} |
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| Step: 6713767 | Episode: 987 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11452, 'frame_number': 6713767} |
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| Step: 6723287 | Episode: 988 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9520, 'frame_number': 6723287} |
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| Step: 6731063 | Episode: 989 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7776, 'frame_number': 6731063} |
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| Step: 6738966 | Episode: 990 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7903, 'frame_number': 6738966} |
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| Step: 6749014 | Episode: 991 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10048, 'frame_number': 6749014} |
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| Step: 6758365 | Episode: 992 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9351, 'frame_number': 6758365} |
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| Step: 6767654 | Episode: 993 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 15.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9289, 'frame_number': 6767654} |
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| Step: 6776068 | Episode: 994 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8414, 'frame_number': 6776068} |
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| Step: 6786033 | Episode: 995 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 17.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9965, 'frame_number': 6786033} |
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| Step: 6793368 | Episode: 996 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7335, 'frame_number': 6793368} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 6801802 | Episode: 997 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8434, 'frame_number': 6801802} |
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| Step: 6808703 | Episode: 998 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6901, 'frame_number': 6808703} |
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| Step: 6820083 | Episode: 999 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11380, 'frame_number': 6820083} |
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| Step: 6829034 | Episode: 1000 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 15.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8951, 'frame_number': 6829034} |
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| Step: 6838652 | Episode: 1001 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9618, 'frame_number': 6838652} |
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| Step: 6847604 | Episode: 1002 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8952, 'frame_number': 6847604} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 6856374 | Episode: 1003 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8770, 'frame_number': 6856374} |
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| Step: 6864854 | Episode: 1004 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8480, 'frame_number': 6864854} |
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| Step: 6872990 | Episode: 1005 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8136, 'frame_number': 6872990} |
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| Step: 6882960 | Episode: 1006 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9970, 'frame_number': 6882960} |
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| Step: 6891295 | Episode: 1007 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8335, 'frame_number': 6891295} |
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| Step: 6901428 | Episode: 1008 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10133, 'frame_number': 6901428} |
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| Step: 6908623 | Episode: 1009 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7195, 'frame_number': 6908623} |
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| Step: 6917134 | Episode: 1010 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8511, 'frame_number': 6917134} |
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| Step: 6926388 | Episode: 1011 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9254, 'frame_number': 6926388} |
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| Step: 6933594 | Episode: 1012 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7206, 'frame_number': 6933594} |
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| Step: 6944017 | Episode: 1013 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10423, 'frame_number': 6944017} |
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| Step: 6952293 | Episode: 1014 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8276, 'frame_number': 6952293} |
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| Step: 6961455 | Episode: 1015 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9162, 'frame_number': 6961455} |
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| Step: 6969302 | Episode: 1016 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 12.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7847, 'frame_number': 6969302} |
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| Step: 6979635 | Episode: 1017 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10333, 'frame_number': 6979635} |
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| Step: 6989700 | Episode: 1018 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10065, 'frame_number': 6989700} |
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| Step: 6999479 | Episode: 1019 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 16.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9779, 'frame_number': 6999479} |
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| Step: 7007950 | Episode: 1020 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8471, 'frame_number': 7007950} |
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| Step: 7016718 | Episode: 1021 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8768, 'frame_number': 7016718} |
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| Step: 7024514 | Episode: 1022 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 12.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7796, 'frame_number': 7024514} |
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| Step: 7033816 | Episode: 1023 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9302, 'frame_number': 7033816} |
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| Step: 7041980 | Episode: 1024 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8164, 'frame_number': 7041980} |
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| Step: 7050789 | Episode: 1025 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8809, 'frame_number': 7050789} |
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| Step: 7057720 | Episode: 1026 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6931, 'frame_number': 7057720} |
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| Step: 7065964 | Episode: 1027 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8244, 'frame_number': 7065964} |
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| Step: 7073709 | Episode: 1028 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7745, 'frame_number': 7073709} |
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| Step: 7082727 | Episode: 1029 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9018, 'frame_number': 7082727} |
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| Step: 7092162 | Episode: 1030 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9435, 'frame_number': 7092162} |
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| Step: 7101955 | Episode: 1031 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9793, 'frame_number': 7101955} |
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| Step: 7111989 | Episode: 1032 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10034, 'frame_number': 7111989} |
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| Step: 7120793 | Episode: 1033 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8804, 'frame_number': 7120793} |
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| Step: 7132539 | Episode: 1034 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.93s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11746, 'frame_number': 7132539} |
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| Step: 7142723 | Episode: 1035 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10184, 'frame_number': 7142723} |
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| Step: 7151978 | Episode: 1036 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9255, 'frame_number': 7151978} |
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| Step: 7160786 | Episode: 1037 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8808, 'frame_number': 7160786} |
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| Step: 7170611 | Episode: 1038 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9825, 'frame_number': 7170611} |
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| Step: 7181443 | Episode: 1039 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10832, 'frame_number': 7181443} |
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| Step: 7189838 | Episode: 1040 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8395, 'frame_number': 7189838} |
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| Step: 7199200 | Episode: 1041 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9362, 'frame_number': 7199200} |
Saving Model Checkpoint...
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| Step: 7207594 | Episode: 1042 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8394, 'frame_number': 7207594} |
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| Step: 7214982 | Episode: 1043 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7388, 'frame_number': 7214982} |
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| Step: 7224145 | Episode: 1044 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9163, 'frame_number': 7224145} |
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| Step: 7234786 | Episode: 1045 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10641, 'frame_number': 7234786} |
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| Step: 7243896 | Episode: 1046 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9110, 'frame_number': 7243896} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 7254496 | Episode: 1047 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 20.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10600, 'frame_number': 7254496} |
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| Step: 7263790 | Episode: 1048 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 16.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9294, 'frame_number': 7263790} |
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| Step: 7273640 | Episode: 1049 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 18.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9850, 'frame_number': 7273640} |
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| Step: 7285517 | Episode: 1050 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 21.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11877, 'frame_number': 7285517} |
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| Step: 7296439 | Episode: 1051 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 20.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10922, 'frame_number': 7296439} |
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| Step: 7304657 | Episode: 1052 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8218, 'frame_number': 7304657} |
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| Step: 7314222 | Episode: 1053 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9565, 'frame_number': 7314222} |
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| Step: 7326095 | Episode: 1054 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 21.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11873, 'frame_number': 7326095} |
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| Step: 7336204 | Episode: 1055 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10109, 'frame_number': 7336204} |
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| Step: 7343409 | Episode: 1056 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7205, 'frame_number': 7343409} |
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| Step: 7353052 | Episode: 1057 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9643, 'frame_number': 7353052} |
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| Step: 7361730 | Episode: 1058 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8678, 'frame_number': 7361730} |
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| Step: 7371948 | Episode: 1059 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 19.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10218, 'frame_number': 7371948} |
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| Step: 7381828 | Episode: 1060 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 18.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9880, 'frame_number': 7381828} |
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| Step: 7392141 | Episode: 1061 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10313, 'frame_number': 7392141} |
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| Step: 7401287 | Episode: 1062 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9146, 'frame_number': 7401287} |
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| Step: 7408662 | Episode: 1063 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 12.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7375, 'frame_number': 7408662} |
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| Step: 7417655 | Episode: 1064 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 15.68s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8993, 'frame_number': 7417655} |
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| Step: 7427516 | Episode: 1065 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9861, 'frame_number': 7427516} |
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| Step: 7435919 | Episode: 1066 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8403, 'frame_number': 7435919} |
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| Step: 7448007 | Episode: 1067 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12088, 'frame_number': 7448007} |
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| Step: 7458117 | Episode: 1068 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10110, 'frame_number': 7458117} |
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| Step: 7469105 | Episode: 1069 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10988, 'frame_number': 7469105} |
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| Step: 7476867 | Episode: 1070 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7762, 'frame_number': 7476867} |
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| Step: 7487129 | Episode: 1071 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 15.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10262, 'frame_number': 7487129} |
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| Step: 7497403 | Episode: 1072 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10274, 'frame_number': 7497403} |
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| Step: 7508478 | Episode: 1073 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11075, 'frame_number': 7508478} |
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| Step: 7518552 | Episode: 1074 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 15.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10074, 'frame_number': 7518552} |
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| Step: 7527907 | Episode: 1075 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9355, 'frame_number': 7527907} |
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| Step: 7537098 | Episode: 1076 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9191, 'frame_number': 7537098} |
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| Step: 7544420 | Episode: 1077 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7322, 'frame_number': 7544420} |
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| Step: 7554297 | Episode: 1078 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9877, 'frame_number': 7554297} |
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| Step: 7562976 | Episode: 1079 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8679, 'frame_number': 7562976} |
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| Step: 7572043 | Episode: 1080 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 14.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9067, 'frame_number': 7572043} |
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| Step: 7580416 | Episode: 1081 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8373, 'frame_number': 7580416} |
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| Step: 7588293 | Episode: 1082 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7877, 'frame_number': 7588293} |
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| Step: 7600102 | Episode: 1083 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11809, 'frame_number': 7600102} |
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| Step: 7609652 | Episode: 1084 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9550, 'frame_number': 7609652} |
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| Step: 7616876 | Episode: 1085 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7224, 'frame_number': 7616876} |
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| Step: 7629374 | Episode: 1086 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12498, 'frame_number': 7629374} |
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| Step: 7639220 | Episode: 1087 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9846, 'frame_number': 7639220} |
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| Step: 7646525 | Episode: 1088 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7305, 'frame_number': 7646525} |
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| Step: 7655181 | Episode: 1089 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8656, 'frame_number': 7655181} |
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| Step: 7663804 | Episode: 1090 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 13.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8623, 'frame_number': 7663804} |
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| Step: 7674198 | Episode: 1091 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10394, 'frame_number': 7674198} |
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| Step: 7685454 | Episode: 1092 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11256, 'frame_number': 7685454} |
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| Step: 7694809 | Episode: 1093 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9355, 'frame_number': 7694809} |
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| Step: 7705161 | Episode: 1094 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10352, 'frame_number': 7705161} |
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| Step: 7715494 | Episode: 1095 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10333, 'frame_number': 7715494} |
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| Step: 7726741 | Episode: 1096 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11247, 'frame_number': 7726741} |
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| Step: 7735583 | Episode: 1097 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8842, 'frame_number': 7735583} |
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| Step: 7745018 | Episode: 1098 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9435, 'frame_number': 7745018} |
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| Step: 7756034 | Episode: 1099 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11016, 'frame_number': 7756034} |
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| Step: 7764422 | Episode: 1100 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8388, 'frame_number': 7764422} |
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| Step: 7774436 | Episode: 1101 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10014, 'frame_number': 7774436} |
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| Step: 7786011 | Episode: 1102 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11575, 'frame_number': 7786011} |
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| Step: 7794943 | Episode: 1103 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8932, 'frame_number': 7794943} |
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| Step: 7805310 | Episode: 1104 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10367, 'frame_number': 7805310} |
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| Step: 7814640 | Episode: 1105 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 14.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9330, 'frame_number': 7814640} |
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| Step: 7822929 | Episode: 1106 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8289, 'frame_number': 7822929} |
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| Step: 7832587 | Episode: 1107 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9658, 'frame_number': 7832587} |
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| Step: 7842713 | Episode: 1108 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10126, 'frame_number': 7842713} |
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| Step: 7850511 | Episode: 1109 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 11.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7798, 'frame_number': 7850511} |
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| Step: 7859205 | Episode: 1110 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8694, 'frame_number': 7859205} |
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| Step: 7867176 | Episode: 1111 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 12.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7971, 'frame_number': 7867176} |
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| Step: 7877980 | Episode: 1112 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10804, 'frame_number': 7877980} |
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| Step: 7886330 | Episode: 1113 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8350, 'frame_number': 7886330} |
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| Step: 7896119 | Episode: 1114 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 15.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9789, 'frame_number': 7896119} |
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| Step: 7905261 | Episode: 1115 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9142, 'frame_number': 7905261} |
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| Step: 7915784 | Episode: 1116 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10523, 'frame_number': 7915784} |
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| Step: 7925110 | Episode: 1117 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9326, 'frame_number': 7925110} |
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| Step: 7934603 | Episode: 1118 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9493, 'frame_number': 7934603} |
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| Step: 7943381 | Episode: 1119 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8778, 'frame_number': 7943381} |
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| Step: 7955101 | Episode: 1120 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11720, 'frame_number': 7955101} |
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| Step: 7965313 | Episode: 1121 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10212, 'frame_number': 7965313} |
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| Step: 7974508 | Episode: 1122 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9195, 'frame_number': 7974508} |
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| Step: 7983738 | Episode: 1123 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9230, 'frame_number': 7983738} |
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| Step: 7993065 | Episode: 1124 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9327, 'frame_number': 7993065} |
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| Step: 8002266 | Episode: 1125 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9201, 'frame_number': 8002266} |
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| Step: 8012623 | Episode: 1126 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10357, 'frame_number': 8012623} |
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| Step: 8023027 | Episode: 1127 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10404, 'frame_number': 8023027} |
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| Step: 8034201 | Episode: 1128 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 17.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11174, 'frame_number': 8034201} |
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| Step: 8044878 | Episode: 1129 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 16.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10677, 'frame_number': 8044878} |
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| Step: 8053474 | Episode: 1130 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8596, 'frame_number': 8053474} |
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| Step: 8062395 | Episode: 1131 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8921, 'frame_number': 8062395} |
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| Step: 8072667 | Episode: 1132 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10272, 'frame_number': 8072667} |
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| Step: 8081683 | Episode: 1133 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9016, 'frame_number': 8081683} |
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| Step: 8092014 | Episode: 1134 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10331, 'frame_number': 8092014} |
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| Step: 8100741 | Episode: 1135 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8727, 'frame_number': 8100741} |
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| Step: 8110886 | Episode: 1136 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10145, 'frame_number': 8110886} |
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| Step: 8120190 | Episode: 1137 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9304, 'frame_number': 8120190} |
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| Step: 8129582 | Episode: 1138 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9392, 'frame_number': 8129582} |
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| Step: 8138083 | Episode: 1139 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8501, 'frame_number': 8138083} |
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| Step: 8147197 | Episode: 1140 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9114, 'frame_number': 8147197} |
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| Step: 8156416 | Episode: 1141 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9219, 'frame_number': 8156416} |
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| Step: 8165511 | Episode: 1142 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9095, 'frame_number': 8165511} |
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| Step: 8175286 | Episode: 1143 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9775, 'frame_number': 8175286} |
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| Step: 8186630 | Episode: 1144 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11344, 'frame_number': 8186630} |
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| Step: 8198048 | Episode: 1145 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 17.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11418, 'frame_number': 8198048} |
	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 8208160 | Episode: 1146 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10112, 'frame_number': 8208160} |
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| Step: 8219783 | Episode: 1147 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 17.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11623, 'frame_number': 8219783} |
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| Step: 8230863 | Episode: 1148 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11080, 'frame_number': 8230863} |
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| Step: 8242010 | Episode: 1149 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11147, 'frame_number': 8242010} |
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| Step: 8253123 | Episode: 1150 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11113, 'frame_number': 8253123} |
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| Step: 8264076 | Episode: 1151 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10953, 'frame_number': 8264076} |
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| Step: 8273811 | Episode: 1152 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9735, 'frame_number': 8273811} |
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| Step: 8281633 | Episode: 1153 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 12.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7822, 'frame_number': 8281633} |
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| Step: 8293071 | Episode: 1154 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11438, 'frame_number': 8293071} |
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| Step: 8303557 | Episode: 1155 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10486, 'frame_number': 8303557} |
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| Step: 8312630 | Episode: 1156 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9073, 'frame_number': 8312630} |
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| Step: 8324316 | Episode: 1157 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11686, 'frame_number': 8324316} |
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| Step: 8334667 | Episode: 1158 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10351, 'frame_number': 8334667} |
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| Step: 8344690 | Episode: 1159 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10023, 'frame_number': 8344690} |
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| Step: 8353464 | Episode: 1160 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8774, 'frame_number': 8353464} |
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| Step: 8364222 | Episode: 1161 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10758, 'frame_number': 8364222} |
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| Step: 8374257 | Episode: 1162 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10035, 'frame_number': 8374257} |
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| Step: 8385608 | Episode: 1163 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11351, 'frame_number': 8385608} |
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| Step: 8395105 | Episode: 1164 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 14.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9497, 'frame_number': 8395105} |
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| Step: 8403540 | Episode: 1165 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8435, 'frame_number': 8403540} |
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| Step: 8412727 | Episode: 1166 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9187, 'frame_number': 8412727} |
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| Step: 8424474 | Episode: 1167 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11747, 'frame_number': 8424474} |
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| Step: 8437460 | Episode: 1168 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12986, 'frame_number': 8437460} |
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| Step: 8446538 | Episode: 1169 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9078, 'frame_number': 8446538} |
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| Step: 8459793 | Episode: 1170 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13255, 'frame_number': 8459793} |
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| Step: 8469687 | Episode: 1171 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9894, 'frame_number': 8469687} |
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| Step: 8481391 | Episode: 1172 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11704, 'frame_number': 8481391} |
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| Step: 8492646 | Episode: 1173 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11255, 'frame_number': 8492646} |
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| Step: 8503616 | Episode: 1174 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 16.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10970, 'frame_number': 8503616} |
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| Step: 8512404 | Episode: 1175 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8788, 'frame_number': 8512404} |
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| Step: 8521972 | Episode: 1176 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.65s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9568, 'frame_number': 8521972} |
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| Step: 8532863 | Episode: 1177 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10891, 'frame_number': 8532863} |
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| Step: 8544222 | Episode: 1178 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 17.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11359, 'frame_number': 8544222} |
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| Step: 8555977 | Episode: 1179 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11755, 'frame_number': 8555977} |
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| Step: 8566565 | Episode: 1180 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10588, 'frame_number': 8566565} |
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| Step: 8576723 | Episode: 1181 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.93s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10158, 'frame_number': 8576723} |
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| Step: 8587008 | Episode: 1182 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10285, 'frame_number': 8587008} |
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| Step: 8597504 | Episode: 1183 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10496, 'frame_number': 8597504} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 8606453 | Episode: 1184 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 13.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8949, 'frame_number': 8606453} |
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| Step: 8616345 | Episode: 1185 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9892, 'frame_number': 8616345} |
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| Step: 8629098 | Episode: 1186 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12753, 'frame_number': 8629098} |
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| Step: 8637975 | Episode: 1187 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8877, 'frame_number': 8637975} |
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| Step: 8648529 | Episode: 1188 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10554, 'frame_number': 8648529} |
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| Step: 8660006 | Episode: 1189 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11477, 'frame_number': 8660006} |
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| Step: 8673182 | Episode: 1190 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13176, 'frame_number': 8673182} |
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| Step: 8684994 | Episode: 1191 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11812, 'frame_number': 8684994} |
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| Step: 8696596 | Episode: 1192 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11602, 'frame_number': 8696596} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 8706455 | Episode: 1193 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9859, 'frame_number': 8706455} |
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| Step: 8715335 | Episode: 1194 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8880, 'frame_number': 8715335} |
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| Step: 8725347 | Episode: 1195 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10012, 'frame_number': 8725347} |
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| Step: 8735350 | Episode: 1196 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10003, 'frame_number': 8735350} |
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| Step: 8745295 | Episode: 1197 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9945, 'frame_number': 8745295} |
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| Step: 8754698 | Episode: 1198 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9403, 'frame_number': 8754698} |
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| Step: 8762878 | Episode: 1199 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8180, 'frame_number': 8762878} |
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| Step: 8770153 | Episode: 1200 || Σ Rewards: -18.00 || lr: 1.000000e-04 || dt: 11.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7275, 'frame_number': 8770153} |
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| Step: 8779605 | Episode: 1201 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9452, 'frame_number': 8779605} |
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| Step: 8789738 | Episode: 1202 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10133, 'frame_number': 8789738} |
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| Step: 8800544 | Episode: 1203 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10806, 'frame_number': 8800544} |
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| Step: 8810599 | Episode: 1204 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10055, 'frame_number': 8810599} |
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| Step: 8820629 | Episode: 1205 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.94s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10030, 'frame_number': 8820629} |
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| Step: 8831782 | Episode: 1206 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11153, 'frame_number': 8831782} |
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| Step: 8843308 | Episode: 1207 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11526, 'frame_number': 8843308} |
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| Step: 8852254 | Episode: 1208 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8946, 'frame_number': 8852254} |
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| Step: 8865991 | Episode: 1209 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13737, 'frame_number': 8865991} |
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| Step: 8877793 | Episode: 1210 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11802, 'frame_number': 8877793} |
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| Step: 8888840 | Episode: 1211 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11047, 'frame_number': 8888840} |
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| Step: 8900909 | Episode: 1212 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 18.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12069, 'frame_number': 8900909} |
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| Step: 8910219 | Episode: 1213 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9310, 'frame_number': 8910219} |
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| Step: 8920203 | Episode: 1214 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9984, 'frame_number': 8920203} |
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| Step: 8931128 | Episode: 1215 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10925, 'frame_number': 8931128} |
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| Step: 8940044 | Episode: 1216 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8916, 'frame_number': 8940044} |
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| Step: 8952037 | Episode: 1217 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11993, 'frame_number': 8952037} |
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| Step: 8962128 | Episode: 1218 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 15.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10091, 'frame_number': 8962128} |
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| Step: 8971379 | Episode: 1219 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9251, 'frame_number': 8971379} |
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| Step: 8980409 | Episode: 1220 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9030, 'frame_number': 8980409} |
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| Step: 8992289 | Episode: 1221 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11880, 'frame_number': 8992289} |
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| Step: 9004108 | Episode: 1222 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11819, 'frame_number': 9004108} |
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| Step: 9014454 | Episode: 1223 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10346, 'frame_number': 9014454} |
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| Step: 9024607 | Episode: 1224 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10153, 'frame_number': 9024607} |
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| Step: 9034917 | Episode: 1225 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 15.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10310, 'frame_number': 9034917} |
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| Step: 9045276 | Episode: 1226 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10359, 'frame_number': 9045276} |
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| Step: 9058790 | Episode: 1227 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13514, 'frame_number': 9058790} |
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| Step: 9071250 | Episode: 1228 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 19.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12460, 'frame_number': 9071250} |
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| Step: 9083537 | Episode: 1229 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 19.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12287, 'frame_number': 9083537} |
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| Step: 9093849 | Episode: 1230 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10312, 'frame_number': 9093849} |
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| Step: 9106091 | Episode: 1231 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 19.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12242, 'frame_number': 9106091} |
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| Step: 9116380 | Episode: 1232 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 16.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10289, 'frame_number': 9116380} |
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| Step: 9127052 | Episode: 1233 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10672, 'frame_number': 9127052} |
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| Step: 9139973 | Episode: 1234 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 20.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12921, 'frame_number': 9139973} |
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| Step: 9149556 | Episode: 1235 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9583, 'frame_number': 9149556} |
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| Step: 9158753 | Episode: 1236 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9197, 'frame_number': 9158753} |
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| Step: 9167740 | Episode: 1237 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8987, 'frame_number': 9167740} |
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| Step: 9177877 | Episode: 1238 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10137, 'frame_number': 9177877} |
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| Step: 9185172 | Episode: 1239 || Σ Rewards: -17.00 || lr: 1.000000e-04 || dt: 11.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7295, 'frame_number': 9185172} |
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| Step: 9197309 | Episode: 1240 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12137, 'frame_number': 9197309} |
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| Step: 9208814 | Episode: 1241 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11505, 'frame_number': 9208814} |
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| Step: 9219112 | Episode: 1242 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10298, 'frame_number': 9219112} |
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| Step: 9227880 | Episode: 1243 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8768, 'frame_number': 9227880} |
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| Step: 9239760 | Episode: 1244 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11880, 'frame_number': 9239760} |
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| Step: 9253872 | Episode: 1245 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 22.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14112, 'frame_number': 9253872} |
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| Step: 9267062 | Episode: 1246 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13190, 'frame_number': 9267062} |
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| Step: 9278297 | Episode: 1247 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11235, 'frame_number': 9278297} |
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| Step: 9289614 | Episode: 1248 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11317, 'frame_number': 9289614} |
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| Step: 9301017 | Episode: 1249 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11403, 'frame_number': 9301017} |
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| Step: 9310046 | Episode: 1250 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9029, 'frame_number': 9310046} |
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| Step: 9319568 | Episode: 1251 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 15.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9522, 'frame_number': 9319568} |
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| Step: 9329781 | Episode: 1252 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10213, 'frame_number': 9329781} |
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| Step: 9343507 | Episode: 1253 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 21.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13726, 'frame_number': 9343507} |
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| Step: 9352508 | Episode: 1254 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9001, 'frame_number': 9352508} |
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| Step: 9363515 | Episode: 1255 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11007, 'frame_number': 9363515} |
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| Step: 9373753 | Episode: 1256 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 15.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10238, 'frame_number': 9373753} |
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| Step: 9384948 | Episode: 1257 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11195, 'frame_number': 9384948} |
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| Step: 9395680 | Episode: 1258 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10732, 'frame_number': 9395680} |
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| Step: 9406012 | Episode: 1259 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10332, 'frame_number': 9406012} |
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| Step: 9414741 | Episode: 1260 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 13.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8729, 'frame_number': 9414741} |
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| Step: 9425564 | Episode: 1261 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10823, 'frame_number': 9425564} |
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| Step: 9434587 | Episode: 1262 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9023, 'frame_number': 9434587} |
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| Step: 9447366 | Episode: 1263 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12779, 'frame_number': 9447366} |
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| Step: 9458546 | Episode: 1264 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 17.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11180, 'frame_number': 9458546} |
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| Step: 9469917 | Episode: 1265 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11371, 'frame_number': 9469917} |
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| Step: 9479309 | Episode: 1266 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9392, 'frame_number': 9479309} |
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| Step: 9491494 | Episode: 1267 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 19.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12185, 'frame_number': 9491494} |
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| Step: 9501648 | Episode: 1268 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10154, 'frame_number': 9501648} |
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| Step: 9511885 | Episode: 1269 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10237, 'frame_number': 9511885} |
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| Step: 9520766 | Episode: 1270 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8881, 'frame_number': 9520766} |
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| Step: 9532170 | Episode: 1271 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11404, 'frame_number': 9532170} |
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| Step: 9543679 | Episode: 1272 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11509, 'frame_number': 9543679} |
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| Step: 9551838 | Episode: 1273 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8159, 'frame_number': 9551838} |
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| Step: 9562920 | Episode: 1274 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 17.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11082, 'frame_number': 9562920} |
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| Step: 9572509 | Episode: 1275 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9589, 'frame_number': 9572509} |
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| Step: 9583655 | Episode: 1276 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 17.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11146, 'frame_number': 9583655} |
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| Step: 9593618 | Episode: 1277 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9963, 'frame_number': 9593618} |
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| Step: 9605067 | Episode: 1278 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11449, 'frame_number': 9605067} |
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| Step: 9614475 | Episode: 1279 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9408, 'frame_number': 9614475} |
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| Step: 9625116 | Episode: 1280 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 16.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10641, 'frame_number': 9625116} |
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| Step: 9636386 | Episode: 1281 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11270, 'frame_number': 9636386} |
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| Step: 9647191 | Episode: 1282 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 17.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10805, 'frame_number': 9647191} |
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| Step: 9656766 | Episode: 1283 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.94s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9575, 'frame_number': 9656766} |
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| Step: 9669443 | Episode: 1284 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 19.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12677, 'frame_number': 9669443} |
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| Step: 9679001 | Episode: 1285 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9558, 'frame_number': 9679001} |
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| Step: 9690702 | Episode: 1286 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11701, 'frame_number': 9690702} |
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| Step: 9704004 | Episode: 1287 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13302, 'frame_number': 9704004} |
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| Step: 9713703 | Episode: 1288 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 15.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9699, 'frame_number': 9713703} |
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| Step: 9724664 | Episode: 1289 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10961, 'frame_number': 9724664} |
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| Step: 9736148 | Episode: 1290 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 18.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11484, 'frame_number': 9736148} |
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| Step: 9746063 | Episode: 1291 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9915, 'frame_number': 9746063} |
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| Step: 9756708 | Episode: 1292 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10645, 'frame_number': 9756708} |
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| Step: 9767468 | Episode: 1293 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10760, 'frame_number': 9767468} |
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| Step: 9776276 | Episode: 1294 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8808, 'frame_number': 9776276} |
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| Step: 9786911 | Episode: 1295 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10635, 'frame_number': 9786911} |
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| Step: 9797661 | Episode: 1296 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 18.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10750, 'frame_number': 9797661} |
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| Step: 9807094 | Episode: 1297 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9433, 'frame_number': 9807094} |
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| Step: 9816585 | Episode: 1298 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9491, 'frame_number': 9816585} |
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| Step: 9828350 | Episode: 1299 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11765, 'frame_number': 9828350} |
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| Step: 9840567 | Episode: 1300 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 20.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12217, 'frame_number': 9840567} |
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| Step: 9849421 | Episode: 1301 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8854, 'frame_number': 9849421} |
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| Step: 9859318 | Episode: 1302 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9897, 'frame_number': 9859318} |
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| Step: 9872398 | Episode: 1303 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 21.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13080, 'frame_number': 9872398} |
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| Step: 9882699 | Episode: 1304 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10301, 'frame_number': 9882699} |
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| Step: 9893244 | Episode: 1305 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 16.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10545, 'frame_number': 9893244} |
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| Step: 9906302 | Episode: 1306 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13058, 'frame_number': 9906302} |
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| Step: 9916851 | Episode: 1307 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10549, 'frame_number': 9916851} |
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| Step: 9929621 | Episode: 1308 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 20.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12770, 'frame_number': 9929621} |
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| Step: 9939546 | Episode: 1309 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9925, 'frame_number': 9939546} |
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| Step: 9950107 | Episode: 1310 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10561, 'frame_number': 9950107} |
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| Step: 9962897 | Episode: 1311 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12790, 'frame_number': 9962897} |
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| Step: 9972224 | Episode: 1312 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9327, 'frame_number': 9972224} |
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| Step: 9983804 | Episode: 1313 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11580, 'frame_number': 9983804} |
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| Step: 9993948 | Episode: 1314 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10144, 'frame_number': 9993948} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 10005643 | Episode: 1315 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11695, 'frame_number': 10005643} |
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| Step: 10013432 | Episode: 1316 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 12.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7789, 'frame_number': 10013432} |
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| Step: 10021078 | Episode: 1317 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 11.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7646, 'frame_number': 10021078} |
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| Step: 10032618 | Episode: 1318 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11540, 'frame_number': 10032618} |
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| Step: 10040504 | Episode: 1319 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 12.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7886, 'frame_number': 10040504} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...

| Step: 10050983 | Episode: 1320 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10479, 'frame_number': 10050983} |
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| Step: 10060704 | Episode: 1321 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9721, 'frame_number': 10060704} |
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| Step: 10071311 | Episode: 1322 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10607, 'frame_number': 10071311} |
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| Step: 10082472 | Episode: 1323 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11161, 'frame_number': 10082472} |
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| Step: 10092789 | Episode: 1324 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10317, 'frame_number': 10092789} |
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| Step: 10103377 | Episode: 1325 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10588, 'frame_number': 10103377} |
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| Step: 10113920 | Episode: 1326 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 16.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10543, 'frame_number': 10113920} |
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| Step: 10125407 | Episode: 1327 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11487, 'frame_number': 10125407} |
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| Step: 10135183 | Episode: 1328 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 15.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9776, 'frame_number': 10135183} |
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| Step: 10145216 | Episode: 1329 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 15.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10033, 'frame_number': 10145216} |
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| Step: 10154072 | Episode: 1330 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 13.93s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8856, 'frame_number': 10154072} |
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| Step: 10166204 | Episode: 1331 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12132, 'frame_number': 10166204} |
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| Step: 10175424 | Episode: 1332 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9220, 'frame_number': 10175424} |
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| Step: 10186303 | Episode: 1333 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10879, 'frame_number': 10186303} |
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| Step: 10202208 | Episode: 1334 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 27.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15905, 'frame_number': 10202208} |
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| Step: 10212399 | Episode: 1335 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 17.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10191, 'frame_number': 10212399} |
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| Step: 10225455 | Episode: 1336 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 21.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13056, 'frame_number': 10225455} |
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| Step: 10237341 | Episode: 1337 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11886, 'frame_number': 10237341} |
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| Step: 10250299 | Episode: 1338 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12958, 'frame_number': 10250299} |
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| Step: 10261399 | Episode: 1339 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11100, 'frame_number': 10261399} |
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| Step: 10271929 | Episode: 1340 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10530, 'frame_number': 10271929} |
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| Step: 10283543 | Episode: 1341 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11614, 'frame_number': 10283543} |
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| Step: 10294020 | Episode: 1342 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 16.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10477, 'frame_number': 10294020} |
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| Step: 10304863 | Episode: 1343 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10843, 'frame_number': 10304863} |
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| Step: 10317864 | Episode: 1344 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 22.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13001, 'frame_number': 10317864} |
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| Step: 10328367 | Episode: 1345 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10503, 'frame_number': 10328367} |
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| Step: 10341190 | Episode: 1346 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12823, 'frame_number': 10341190} |
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| Step: 10350517 | Episode: 1347 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9327, 'frame_number': 10350517} |
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| Step: 10363516 | Episode: 1348 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 21.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12999, 'frame_number': 10363516} |
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| Step: 10377075 | Episode: 1349 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13559, 'frame_number': 10377075} |
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| Step: 10387690 | Episode: 1350 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 16.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10615, 'frame_number': 10387690} |
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| Step: 10396977 | Episode: 1351 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 14.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9287, 'frame_number': 10396977} |
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| Step: 10409861 | Episode: 1352 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 20.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12884, 'frame_number': 10409861} |
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| Step: 10421952 | Episode: 1353 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12091, 'frame_number': 10421952} |
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| Step: 10433443 | Episode: 1354 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11491, 'frame_number': 10433443} |
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| Step: 10445981 | Episode: 1355 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 19.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12538, 'frame_number': 10445981} |
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| Step: 10457292 | Episode: 1356 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11311, 'frame_number': 10457292} |
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| Step: 10467867 | Episode: 1357 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 16.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10575, 'frame_number': 10467867} |
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| Step: 10477322 | Episode: 1358 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 14.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9455, 'frame_number': 10477322} |
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| Step: 10488646 | Episode: 1359 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11324, 'frame_number': 10488646} |
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| Step: 10499925 | Episode: 1360 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11279, 'frame_number': 10499925} |
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| Step: 10510440 | Episode: 1361 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 17.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10515, 'frame_number': 10510440} |
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| Step: 10521825 | Episode: 1362 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.63s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11385, 'frame_number': 10521825} |
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| Step: 10530392 | Episode: 1363 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8567, 'frame_number': 10530392} |
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| Step: 10542242 | Episode: 1364 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 19.68s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11850, 'frame_number': 10542242} |
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| Step: 10554633 | Episode: 1365 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 20.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12391, 'frame_number': 10554633} |
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| Step: 10563509 | Episode: 1366 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8876, 'frame_number': 10563509} |
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| Step: 10575502 | Episode: 1367 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 20.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11993, 'frame_number': 10575502} |
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| Step: 10585731 | Episode: 1368 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10229, 'frame_number': 10585731} |
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| Step: 10597664 | Episode: 1369 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11933, 'frame_number': 10597664} |
	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 10608480 | Episode: 1370 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10816, 'frame_number': 10608480} |
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| Step: 10621375 | Episode: 1371 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12895, 'frame_number': 10621375} |
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| Step: 10633649 | Episode: 1372 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 19.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12274, 'frame_number': 10633649} |
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| Step: 10643010 | Episode: 1373 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9361, 'frame_number': 10643010} |
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| Step: 10654368 | Episode: 1374 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11358, 'frame_number': 10654368} |
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| Step: 10664781 | Episode: 1375 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10413, 'frame_number': 10664781} |
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| Step: 10677497 | Episode: 1376 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 22.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12716, 'frame_number': 10677497} |
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| Step: 10691661 | Episode: 1377 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 26.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14164, 'frame_number': 10691661} |
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| Step: 10703050 | Episode: 1378 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 19.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11389, 'frame_number': 10703050} |
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| Step: 10714190 | Episode: 1379 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 19.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11140, 'frame_number': 10714190} |
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| Step: 10727901 | Episode: 1380 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 23.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13711, 'frame_number': 10727901} |
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| Step: 10737711 | Episode: 1381 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9810, 'frame_number': 10737711} |
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| Step: 10746144 | Episode: 1382 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8433, 'frame_number': 10746144} |
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| Step: 10758660 | Episode: 1383 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 22.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12516, 'frame_number': 10758660} |
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| Step: 10766988 | Episode: 1384 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 14.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8328, 'frame_number': 10766988} |
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| Step: 10778617 | Episode: 1385 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11629, 'frame_number': 10778617} |
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| Step: 10788796 | Episode: 1386 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 18.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10179, 'frame_number': 10788796} |
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| Step: 10801315 | Episode: 1387 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 21.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12519, 'frame_number': 10801315} |
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| Step: 10813497 | Episode: 1388 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12182, 'frame_number': 10813497} |
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| Step: 10824333 | Episode: 1389 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 18.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10836, 'frame_number': 10824333} |
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| Step: 10835616 | Episode: 1390 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 20.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11283, 'frame_number': 10835616} |
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| Step: 10847057 | Episode: 1391 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 21.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11441, 'frame_number': 10847057} |
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| Step: 10859738 | Episode: 1392 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12681, 'frame_number': 10859738} |
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| Step: 10868438 | Episode: 1393 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8700, 'frame_number': 10868438} |
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| Step: 10880523 | Episode: 1394 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12085, 'frame_number': 10880523} |
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| Step: 10892157 | Episode: 1395 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 21.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11634, 'frame_number': 10892157} |
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| Step: 10904090 | Episode: 1396 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 24.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11933, 'frame_number': 10904090} |
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| Step: 10915412 | Episode: 1397 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 20.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11322, 'frame_number': 10915412} |
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| Step: 10929381 | Episode: 1398 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 23.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13969, 'frame_number': 10929381} |
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| Step: 10939243 | Episode: 1399 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 19.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9862, 'frame_number': 10939243} |
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| Step: 10950555 | Episode: 1400 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11312, 'frame_number': 10950555} |
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| Step: 10962922 | Episode: 1401 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 24.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12367, 'frame_number': 10962922} |
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| Step: 10977285 | Episode: 1402 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 24.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14363, 'frame_number': 10977285} |
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| Step: 10991968 | Episode: 1403 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 25.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14683, 'frame_number': 10991968} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 11001869 | Episode: 1404 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9901, 'frame_number': 11001869} |
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| Step: 11015001 | Episode: 1405 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 21.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13132, 'frame_number': 11015001} |
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| Step: 11024614 | Episode: 1406 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9613, 'frame_number': 11024614} |
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| Step: 11034103 | Episode: 1407 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 14.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9489, 'frame_number': 11034103} |
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| Step: 11045233 | Episode: 1408 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 17.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11130, 'frame_number': 11045233} |
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| Step: 11055697 | Episode: 1409 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10464, 'frame_number': 11055697} |
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| Step: 11065765 | Episode: 1410 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10068, 'frame_number': 11065765} |
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| Step: 11076630 | Episode: 1411 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10865, 'frame_number': 11076630} |
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| Step: 11086396 | Episode: 1412 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9766, 'frame_number': 11086396} |
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| Step: 11098672 | Episode: 1413 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12276, 'frame_number': 11098672} |
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| Step: 11111508 | Episode: 1414 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12836, 'frame_number': 11111508} |
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| Step: 11121285 | Episode: 1415 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9777, 'frame_number': 11121285} |
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| Step: 11132838 | Episode: 1416 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11553, 'frame_number': 11132838} |
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| Step: 11144442 | Episode: 1417 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11604, 'frame_number': 11144442} |
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| Step: 11158437 | Episode: 1418 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 21.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13995, 'frame_number': 11158437} |
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| Step: 11169604 | Episode: 1419 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11167, 'frame_number': 11169604} |
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| Step: 11180248 | Episode: 1420 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 16.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10644, 'frame_number': 11180248} |
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| Step: 11191828 | Episode: 1421 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 18.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11580, 'frame_number': 11191828} |
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| Step: 11203115 | Episode: 1422 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11287, 'frame_number': 11203115} |
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| Step: 11215929 | Episode: 1423 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12814, 'frame_number': 11215929} |
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| Step: 11227521 | Episode: 1424 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11592, 'frame_number': 11227521} |
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| Step: 11239780 | Episode: 1425 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 19.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12259, 'frame_number': 11239780} |
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| Step: 11251331 | Episode: 1426 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11551, 'frame_number': 11251331} |
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| Step: 11261468 | Episode: 1427 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10137, 'frame_number': 11261468} |
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| Step: 11272570 | Episode: 1428 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11102, 'frame_number': 11272570} |
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| Step: 11285464 | Episode: 1429 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12894, 'frame_number': 11285464} |
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| Step: 11296615 | Episode: 1430 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11151, 'frame_number': 11296615} |
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| Step: 11310470 | Episode: 1431 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 21.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13855, 'frame_number': 11310470} |
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| Step: 11319463 | Episode: 1432 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8993, 'frame_number': 11319463} |
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| Step: 11328861 | Episode: 1433 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 14.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9398, 'frame_number': 11328861} |
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| Step: 11341294 | Episode: 1434 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12433, 'frame_number': 11341294} |
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| Step: 11353448 | Episode: 1435 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12154, 'frame_number': 11353448} |
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| Step: 11365154 | Episode: 1436 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 18.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11706, 'frame_number': 11365154} |
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| Step: 11374789 | Episode: 1437 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 14.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9635, 'frame_number': 11374789} |
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| Step: 11384927 | Episode: 1438 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 15.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10138, 'frame_number': 11384927} |
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| Step: 11397009 | Episode: 1439 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12082, 'frame_number': 11397009} |
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| Step: 11408550 | Episode: 1440 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11541, 'frame_number': 11408550} |
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| Step: 11419887 | Episode: 1441 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11337, 'frame_number': 11419887} |
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| Step: 11430107 | Episode: 1442 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 17.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10220, 'frame_number': 11430107} |
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| Step: 11439598 | Episode: 1443 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9491, 'frame_number': 11439598} |
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| Step: 11450793 | Episode: 1444 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 18.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11195, 'frame_number': 11450793} |
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| Step: 11461767 | Episode: 1445 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10974, 'frame_number': 11461767} |
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| Step: 11471833 | Episode: 1446 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10066, 'frame_number': 11471833} |
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| Step: 11483146 | Episode: 1447 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 17.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11313, 'frame_number': 11483146} |
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| Step: 11496137 | Episode: 1448 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 21.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12991, 'frame_number': 11496137} |
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| Step: 11508500 | Episode: 1449 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 20.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12363, 'frame_number': 11508500} |
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| Step: 11519850 | Episode: 1450 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11350, 'frame_number': 11519850} |
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| Step: 11532257 | Episode: 1451 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12407, 'frame_number': 11532257} |
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| Step: 11541711 | Episode: 1452 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 15.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9454, 'frame_number': 11541711} |
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| Step: 11553662 | Episode: 1453 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 20.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11951, 'frame_number': 11553662} |
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| Step: 11565879 | Episode: 1454 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 20.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12217, 'frame_number': 11565879} |
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| Step: 11576107 | Episode: 1455 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 17.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10228, 'frame_number': 11576107} |
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| Step: 11587798 | Episode: 1456 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 19.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11691, 'frame_number': 11587798} |
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| Step: 11600187 | Episode: 1457 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 19.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12389, 'frame_number': 11600187} |
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| Step: 11612328 | Episode: 1458 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12141, 'frame_number': 11612328} |
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| Step: 11624901 | Episode: 1459 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12573, 'frame_number': 11624901} |
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| Step: 11633125 | Episode: 1460 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8224, 'frame_number': 11633125} |
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| Step: 11646629 | Episode: 1461 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 21.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13504, 'frame_number': 11646629} |
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| Step: 11656790 | Episode: 1462 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 16.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10161, 'frame_number': 11656790} |
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| Step: 11669634 | Episode: 1463 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12844, 'frame_number': 11669634} |
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| Step: 11682455 | Episode: 1464 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 22.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12821, 'frame_number': 11682455} |
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| Step: 11693342 | Episode: 1465 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10887, 'frame_number': 11693342} |
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| Step: 11706605 | Episode: 1466 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 21.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13263, 'frame_number': 11706605} |
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| Step: 11719980 | Episode: 1467 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 21.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13375, 'frame_number': 11719980} |
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| Step: 11729541 | Episode: 1468 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9561, 'frame_number': 11729541} |
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| Step: 11743751 | Episode: 1469 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 23.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14210, 'frame_number': 11743751} |
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| Step: 11756036 | Episode: 1470 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12285, 'frame_number': 11756036} |
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| Step: 11766792 | Episode: 1471 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10756, 'frame_number': 11766792} |
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| Step: 11779152 | Episode: 1472 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 19.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12360, 'frame_number': 11779152} |
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| Step: 11792831 | Episode: 1473 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 23.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13679, 'frame_number': 11792831} |
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| Step: 11803914 | Episode: 1474 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11083, 'frame_number': 11803914} |
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| Step: 11813820 | Episode: 1475 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9906, 'frame_number': 11813820} |
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| Step: 11826872 | Episode: 1476 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 22.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13052, 'frame_number': 11826872} |
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| Step: 11838616 | Episode: 1477 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 19.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11744, 'frame_number': 11838616} |
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| Step: 11848066 | Episode: 1478 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 16.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9450, 'frame_number': 11848066} |
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| Step: 11856753 | Episode: 1479 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 14.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8687, 'frame_number': 11856753} |
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| Step: 11870099 | Episode: 1480 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 21.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13346, 'frame_number': 11870099} |
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| Step: 11881624 | Episode: 1481 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11525, 'frame_number': 11881624} |
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| Step: 11892849 | Episode: 1482 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 22.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11225, 'frame_number': 11892849} |
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| Step: 11903552 | Episode: 1483 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10703, 'frame_number': 11903552} |
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| Step: 11915030 | Episode: 1484 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 19.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11478, 'frame_number': 11915030} |
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| Step: 11924786 | Episode: 1485 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9756, 'frame_number': 11924786} |
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| Step: 11934980 | Episode: 1486 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 16.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10194, 'frame_number': 11934980} |
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| Step: 11947995 | Episode: 1487 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13015, 'frame_number': 11947995} |
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| Step: 11960385 | Episode: 1488 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 19.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12390, 'frame_number': 11960385} |
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| Step: 11974047 | Episode: 1489 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13662, 'frame_number': 11974047} |
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| Step: 11984507 | Episode: 1490 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10460, 'frame_number': 11984507} |
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| Step: 11997422 | Episode: 1491 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 20.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12915, 'frame_number': 11997422} |
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| Step: 12011089 | Episode: 1492 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 21.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13667, 'frame_number': 12011089} |
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| Step: 12022640 | Episode: 1493 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11551, 'frame_number': 12022640} |
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| Step: 12033000 | Episode: 1494 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10360, 'frame_number': 12033000} |
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| Step: 12040624 | Episode: 1495 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 11.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7624, 'frame_number': 12040624} |
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| Step: 12050898 | Episode: 1496 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10274, 'frame_number': 12050898} |
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| Step: 12060547 | Episode: 1497 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9649, 'frame_number': 12060547} |
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| Step: 12072614 | Episode: 1498 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 18.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12067, 'frame_number': 12072614} |
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| Step: 12082195 | Episode: 1499 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9581, 'frame_number': 12082195} |
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| Step: 12092870 | Episode: 1500 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 16.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10675, 'frame_number': 12092870} |
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| Step: 12104233 | Episode: 1501 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 17.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11363, 'frame_number': 12104233} |
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| Step: 12115975 | Episode: 1502 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11742, 'frame_number': 12115975} |
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| Step: 12126426 | Episode: 1503 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10451, 'frame_number': 12126426} |
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| Step: 12138996 | Episode: 1504 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12570, 'frame_number': 12138996} |
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| Step: 12151044 | Episode: 1505 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12048, 'frame_number': 12151044} |
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| Step: 12162517 | Episode: 1506 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11473, 'frame_number': 12162517} |
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| Step: 12175276 | Episode: 1507 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 19.65s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12759, 'frame_number': 12175276} |
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| Step: 12187483 | Episode: 1508 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 19.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12207, 'frame_number': 12187483} |
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| Step: 12195468 | Episode: 1509 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 12.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7985, 'frame_number': 12195468} |
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| Step: 12208033 | Episode: 1510 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12565, 'frame_number': 12208033} |
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| Step: 12218864 | Episode: 1511 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10831, 'frame_number': 12218864} |
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| Step: 12231350 | Episode: 1512 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12486, 'frame_number': 12231350} |
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| Step: 12243331 | Episode: 1513 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11981, 'frame_number': 12243331} |
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| Step: 12255106 | Episode: 1514 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11775, 'frame_number': 12255106} |
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| Step: 12267404 | Episode: 1515 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12298, 'frame_number': 12267404} |
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| Step: 12278196 | Episode: 1516 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10792, 'frame_number': 12278196} |
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| Step: 12291444 | Episode: 1517 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13248, 'frame_number': 12291444} |
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| Step: 12302453 | Episode: 1518 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11009, 'frame_number': 12302453} |
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| Step: 12314507 | Episode: 1519 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 18.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12054, 'frame_number': 12314507} |
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| Step: 12326477 | Episode: 1520 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11970, 'frame_number': 12326477} |
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| Step: 12336385 | Episode: 1521 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9908, 'frame_number': 12336385} |
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| Step: 12345304 | Episode: 1522 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8919, 'frame_number': 12345304} |
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| Step: 12355815 | Episode: 1523 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 16.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10511, 'frame_number': 12355815} |
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| Step: 12368142 | Episode: 1524 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 19.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12327, 'frame_number': 12368142} |
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| Step: 12379362 | Episode: 1525 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11220, 'frame_number': 12379362} |
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| Step: 12389688 | Episode: 1526 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 15.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10326, 'frame_number': 12389688} |
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| Step: 12402319 | Episode: 1527 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12631, 'frame_number': 12402319} |
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| Step: 12415628 | Episode: 1528 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13309, 'frame_number': 12415628} |
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| Step: 12427171 | Episode: 1529 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 17.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11543, 'frame_number': 12427171} |
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| Step: 12438922 | Episode: 1530 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 18.65s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11751, 'frame_number': 12438922} |
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| Step: 12451402 | Episode: 1531 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 19.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12480, 'frame_number': 12451402} |
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| Step: 12462935 | Episode: 1532 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 18.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11533, 'frame_number': 12462935} |
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| Step: 12476595 | Episode: 1533 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13660, 'frame_number': 12476595} |
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| Step: 12489506 | Episode: 1534 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12911, 'frame_number': 12489506} |
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| Step: 12503185 | Episode: 1535 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13679, 'frame_number': 12503185} |
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| Step: 12514447 | Episode: 1536 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11262, 'frame_number': 12514447} |
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| Step: 12527600 | Episode: 1537 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13153, 'frame_number': 12527600} |
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| Step: 12541423 | Episode: 1538 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13823, 'frame_number': 12541423} |
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| Step: 12553776 | Episode: 1539 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12353, 'frame_number': 12553776} |
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| Step: 12566078 | Episode: 1540 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12302, 'frame_number': 12566078} |
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| Step: 12578694 | Episode: 1541 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12616, 'frame_number': 12578694} |
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| Step: 12588117 | Episode: 1542 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 14.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9423, 'frame_number': 12588117} |
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| Step: 12599879 | Episode: 1543 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11762, 'frame_number': 12599879} |
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| Step: 12608873 | Episode: 1544 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8994, 'frame_number': 12608873} |
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| Step: 12621993 | Episode: 1545 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13120, 'frame_number': 12621993} |
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| Step: 12633301 | Episode: 1546 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 17.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11308, 'frame_number': 12633301} |
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| Step: 12644262 | Episode: 1547 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10961, 'frame_number': 12644262} |
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| Step: 12658649 | Episode: 1548 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14387, 'frame_number': 12658649} |
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| Step: 12671150 | Episode: 1549 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 19.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12501, 'frame_number': 12671150} |
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| Step: 12683511 | Episode: 1550 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12361, 'frame_number': 12683511} |
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| Step: 12694802 | Episode: 1551 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 17.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11291, 'frame_number': 12694802} |
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| Step: 12709172 | Episode: 1552 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 22.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14370, 'frame_number': 12709172} |
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| Step: 12722493 | Episode: 1553 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13321, 'frame_number': 12722493} |
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| Step: 12735704 | Episode: 1554 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 20.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13211, 'frame_number': 12735704} |
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| Step: 12749013 | Episode: 1555 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13309, 'frame_number': 12749013} |
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| Step: 12762180 | Episode: 1556 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 20.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13167, 'frame_number': 12762180} |
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| Step: 12774203 | Episode: 1557 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12023, 'frame_number': 12774203} |
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| Step: 12784832 | Episode: 1558 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 16.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10629, 'frame_number': 12784832} |
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| Step: 12796130 | Episode: 1559 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11298, 'frame_number': 12796130} |
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| Step: 12809476 | Episode: 1560 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13346, 'frame_number': 12809476} |
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| Step: 12819670 | Episode: 1561 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10194, 'frame_number': 12819670} |
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| Step: 12831125 | Episode: 1562 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11455, 'frame_number': 12831125} |
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| Step: 12844387 | Episode: 1563 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 22.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13262, 'frame_number': 12844387} |
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| Step: 12856594 | Episode: 1564 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12207, 'frame_number': 12856594} |
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| Step: 12868523 | Episode: 1565 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11929, 'frame_number': 12868523} |
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| Step: 12878690 | Episode: 1566 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10167, 'frame_number': 12878690} |
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| Step: 12891960 | Episode: 1567 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13270, 'frame_number': 12891960} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 12903537 | Episode: 1568 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 19.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11577, 'frame_number': 12903537} |
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| Step: 12914880 | Episode: 1569 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 18.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11343, 'frame_number': 12914880} |
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| Step: 12925250 | Episode: 1570 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 17.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10370, 'frame_number': 12925250} |
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| Step: 12936456 | Episode: 1571 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 18.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11206, 'frame_number': 12936456} |
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| Step: 12947594 | Episode: 1572 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11138, 'frame_number': 12947594} |
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| Step: 12959966 | Episode: 1573 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 19.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12372, 'frame_number': 12959966} |
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| Step: 12974183 | Episode: 1574 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 22.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14217, 'frame_number': 12974183} |
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| Step: 12986972 | Episode: 1575 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12789, 'frame_number': 12986972} |
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| Step: 13000263 | Episode: 1576 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13291, 'frame_number': 13000263} |
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| Step: 13013703 | Episode: 1577 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 21.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13440, 'frame_number': 13013703} |
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| Step: 13023916 | Episode: 1578 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10213, 'frame_number': 13023916} |
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| Step: 13038333 | Episode: 1579 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 22.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14417, 'frame_number': 13038333} |
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| Step: 13052086 | Episode: 1580 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13753, 'frame_number': 13052086} |
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| Step: 13061346 | Episode: 1581 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 14.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9260, 'frame_number': 13061346} |
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| Step: 13072893 | Episode: 1582 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11547, 'frame_number': 13072893} |
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| Step: 13083798 | Episode: 1583 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 17.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10905, 'frame_number': 13083798} |
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| Step: 13096011 | Episode: 1584 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 19.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12213, 'frame_number': 13096011} |
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| Step: 13106325 | Episode: 1585 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10314, 'frame_number': 13106325} |
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| Step: 13117472 | Episode: 1586 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11147, 'frame_number': 13117472} |
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| Step: 13132241 | Episode: 1587 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 23.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14769, 'frame_number': 13132241} |
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| Step: 13145237 | Episode: 1588 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 20.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12996, 'frame_number': 13145237} |
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| Step: 13157274 | Episode: 1589 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12037, 'frame_number': 13157274} |
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| Step: 13168285 | Episode: 1590 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11011, 'frame_number': 13168285} |
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| Step: 13179053 | Episode: 1591 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10768, 'frame_number': 13179053} |
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| Step: 13191611 | Episode: 1592 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12558, 'frame_number': 13191611} |
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| Step: 13204407 | Episode: 1593 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12796, 'frame_number': 13204407} |
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| Step: 13217085 | Episode: 1594 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.93s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12678, 'frame_number': 13217085} |
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| Step: 13226615 | Episode: 1595 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 15.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9530, 'frame_number': 13226615} |
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| Step: 13235501 | Episode: 1596 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8886, 'frame_number': 13235501} |
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| Step: 13245536 | Episode: 1597 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 16.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10035, 'frame_number': 13245536} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 13255023 | Episode: 1598 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 14.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9487, 'frame_number': 13255023} |
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| Step: 13266215 | Episode: 1599 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.63s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11192, 'frame_number': 13266215} |
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| Step: 13278281 | Episode: 1600 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12066, 'frame_number': 13278281} |
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| Step: 13289976 | Episode: 1601 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11695, 'frame_number': 13289976} |
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| Step: 13303269 | Episode: 1602 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13293, 'frame_number': 13303269} |
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| Step: 13315714 | Episode: 1603 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 19.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12445, 'frame_number': 13315714} |
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| Step: 13327371 | Episode: 1604 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 19.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11657, 'frame_number': 13327371} |
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| Step: 13341024 | Episode: 1605 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 22.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13653, 'frame_number': 13341024} |
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| Step: 13350250 | Episode: 1606 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 15.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9226, 'frame_number': 13350250} |
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| Step: 13362772 | Episode: 1607 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 21.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12522, 'frame_number': 13362772} |
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| Step: 13375423 | Episode: 1608 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 23.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12651, 'frame_number': 13375423} |
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| Step: 13386579 | Episode: 1609 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 23.65s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11156, 'frame_number': 13386579} |
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| Step: 13399345 | Episode: 1610 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 22.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12766, 'frame_number': 13399345} |
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| Step: 13413640 | Episode: 1611 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 24.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14295, 'frame_number': 13413640} |
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| Step: 13427171 | Episode: 1612 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 24.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13531, 'frame_number': 13427171} |
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| Step: 13439746 | Episode: 1613 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 25.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12575, 'frame_number': 13439746} |
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| Step: 13449302 | Episode: 1614 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9556, 'frame_number': 13449302} |
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| Step: 13459344 | Episode: 1615 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 18.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10042, 'frame_number': 13459344} |
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| Step: 13472920 | Episode: 1616 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 22.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13576, 'frame_number': 13472920} |
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| Step: 13484742 | Episode: 1617 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11822, 'frame_number': 13484742} |
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| Step: 13496863 | Episode: 1618 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 20.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12121, 'frame_number': 13496863} |
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| Step: 13508154 | Episode: 1619 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11291, 'frame_number': 13508154} |
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| Step: 13520203 | Episode: 1620 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12049, 'frame_number': 13520203} |
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| Step: 13530722 | Episode: 1621 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 19.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10519, 'frame_number': 13530722} |
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| Step: 13541494 | Episode: 1622 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 18.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10772, 'frame_number': 13541494} |
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| Step: 13552447 | Episode: 1623 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 19.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10953, 'frame_number': 13552447} |
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| Step: 13564876 | Episode: 1624 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 20.68s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12429, 'frame_number': 13564876} |
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| Step: 13578441 | Episode: 1625 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 22.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13565, 'frame_number': 13578441} |
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| Step: 13590872 | Episode: 1626 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.94s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12431, 'frame_number': 13590872} |
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| Step: 13602795 | Episode: 1627 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 20.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11923, 'frame_number': 13602795} |
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| Step: 13613660 | Episode: 1628 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 18.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10865, 'frame_number': 13613660} |
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| Step: 13626833 | Episode: 1629 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 23.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13173, 'frame_number': 13626833} |
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| Step: 13639018 | Episode: 1630 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 21.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12185, 'frame_number': 13639018} |
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| Step: 13651001 | Episode: 1631 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 20.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11983, 'frame_number': 13651001} |
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| Step: 13660319 | Episode: 1632 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 14.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9318, 'frame_number': 13660319} |
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| Step: 13673144 | Episode: 1633 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 20.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12825, 'frame_number': 13673144} |
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| Step: 13683389 | Episode: 1634 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10245, 'frame_number': 13683389} |
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| Step: 13695413 | Episode: 1635 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12024, 'frame_number': 13695413} |
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| Step: 13708413 | Episode: 1636 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 21.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13000, 'frame_number': 13708413} |
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| Step: 13721794 | Episode: 1637 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 21.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13381, 'frame_number': 13721794} |
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| Step: 13732315 | Episode: 1638 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 18.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10521, 'frame_number': 13732315} |
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| Step: 13745230 | Episode: 1639 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12915, 'frame_number': 13745230} |
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| Step: 13757113 | Episode: 1640 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 20.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11883, 'frame_number': 13757113} |
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| Step: 13768182 | Episode: 1641 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11069, 'frame_number': 13768182} |
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| Step: 13778769 | Episode: 1642 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 20.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10587, 'frame_number': 13778769} |
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| Step: 13792043 | Episode: 1643 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.93s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13274, 'frame_number': 13792043} |
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| Step: 13803945 | Episode: 1644 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 22.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11902, 'frame_number': 13803945} |
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| Step: 13814307 | Episode: 1645 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10362, 'frame_number': 13814307} |
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| Step: 13825830 | Episode: 1646 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 19.63s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11523, 'frame_number': 13825830} |
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| Step: 13837009 | Episode: 1647 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11179, 'frame_number': 13837009} |
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| Step: 13849351 | Episode: 1648 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12342, 'frame_number': 13849351} |
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| Step: 13861283 | Episode: 1649 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 21.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11932, 'frame_number': 13861283} |
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| Step: 13874911 | Episode: 1650 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 23.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13628, 'frame_number': 13874911} |
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| Step: 13887361 | Episode: 1651 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12450, 'frame_number': 13887361} |
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| Step: 13898446 | Episode: 1652 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 19.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11085, 'frame_number': 13898446} |
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| Step: 13910606 | Episode: 1653 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 21.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12160, 'frame_number': 13910606} |
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| Step: 13922201 | Episode: 1654 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11595, 'frame_number': 13922201} |
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| Step: 13935646 | Episode: 1655 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 22.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13445, 'frame_number': 13935646} |
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| Step: 13949034 | Episode: 1656 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 23.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13388, 'frame_number': 13949034} |
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| Step: 13961784 | Episode: 1657 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 22.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12750, 'frame_number': 13961784} |
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| Step: 13975054 | Episode: 1658 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 22.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13270, 'frame_number': 13975054} |
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| Step: 13988610 | Episode: 1659 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 22.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13556, 'frame_number': 13988610} |
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| Step: 14001072 | Episode: 1660 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12462, 'frame_number': 14001072} |
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| Step: 14010716 | Episode: 1661 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 15.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9644, 'frame_number': 14010716} |
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| Step: 14023471 | Episode: 1662 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12755, 'frame_number': 14023471} |
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| Step: 14036782 | Episode: 1663 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 26.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13311, 'frame_number': 14036782} |
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| Step: 14048630 | Episode: 1664 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 21.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11848, 'frame_number': 14048630} |
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| Step: 14060564 | Episode: 1665 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 23.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11934, 'frame_number': 14060564} |
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| Step: 14073644 | Episode: 1666 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 26.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13080, 'frame_number': 14073644} |
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| Step: 14085859 | Episode: 1667 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 24.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12215, 'frame_number': 14085859} |
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| Step: 14098623 | Episode: 1668 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 21.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12764, 'frame_number': 14098623} |
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| Step: 14112680 | Episode: 1669 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 28.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14057, 'frame_number': 14112680} |
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| Step: 14125271 | Episode: 1670 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 24.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12591, 'frame_number': 14125271} |
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| Step: 14135912 | Episode: 1671 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 19.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10641, 'frame_number': 14135912} |
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| Step: 14149838 | Episode: 1672 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 25.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13926, 'frame_number': 14149838} |
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| Step: 14163005 | Episode: 1673 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 22.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13167, 'frame_number': 14163005} |
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| Step: 14174566 | Episode: 1674 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 23.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11561, 'frame_number': 14174566} |
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| Step: 14188336 | Episode: 1675 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 23.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13770, 'frame_number': 14188336} |
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| Step: 14200735 | Episode: 1676 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 28.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12399, 'frame_number': 14200735} |
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| Step: 14214785 | Episode: 1677 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 26.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14050, 'frame_number': 14214785} |
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| Step: 14228246 | Episode: 1678 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 28.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13461, 'frame_number': 14228246} |
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| Step: 14239280 | Episode: 1679 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 22.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11034, 'frame_number': 14239280} |
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| Step: 14251662 | Episode: 1680 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 22.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12382, 'frame_number': 14251662} |
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| Step: 14265740 | Episode: 1681 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 25.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14078, 'frame_number': 14265740} |
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| Step: 14276212 | Episode: 1682 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 17.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10472, 'frame_number': 14276212} |
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| Step: 14288667 | Episode: 1683 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 21.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12455, 'frame_number': 14288667} |
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| Step: 14300850 | Episode: 1684 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 21.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12183, 'frame_number': 14300850} |
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| Step: 14312143 | Episode: 1685 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 24.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11293, 'frame_number': 14312143} |
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| Step: 14324070 | Episode: 1686 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 23.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11927, 'frame_number': 14324070} |
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| Step: 14335538 | Episode: 1687 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 19.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11468, 'frame_number': 14335538} |
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| Step: 14348688 | Episode: 1688 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 28.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13150, 'frame_number': 14348688} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 14359269 | Episode: 1689 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 18.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10581, 'frame_number': 14359269} |
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| Step: 14368705 | Episode: 1690 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 20.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9436, 'frame_number': 14368705} |
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| Step: 14381687 | Episode: 1691 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 27.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12982, 'frame_number': 14381687} |
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| Step: 14395499 | Episode: 1692 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 27.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13812, 'frame_number': 14395499} |
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| Step: 14408078 | Episode: 1693 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 24.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12579, 'frame_number': 14408078} |
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| Step: 14419229 | Episode: 1694 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 20.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11151, 'frame_number': 14419229} |
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| Step: 14429754 | Episode: 1695 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 19.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10525, 'frame_number': 14429754} |
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| Step: 14443561 | Episode: 1696 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 24.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13807, 'frame_number': 14443561} |
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| Step: 14456044 | Episode: 1697 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 25.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12483, 'frame_number': 14456044} |
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| Step: 14464333 | Episode: 1698 || Σ Rewards: -16.00 || lr: 1.000000e-04 || dt: 16.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8289, 'frame_number': 14464333} |
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| Step: 14478378 | Episode: 1699 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 26.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14045, 'frame_number': 14478378} |
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| Step: 14491173 | Episode: 1700 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 23.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12795, 'frame_number': 14491173} |
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| Step: 14502154 | Episode: 1701 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 21.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10981, 'frame_number': 14502154} |
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| Step: 14517357 | Episode: 1702 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 26.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15203, 'frame_number': 14517357} |
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| Step: 14527371 | Episode: 1703 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10014, 'frame_number': 14527371} |
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| Step: 14538437 | Episode: 1704 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11066, 'frame_number': 14538437} |
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| Step: 14550161 | Episode: 1705 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 20.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11724, 'frame_number': 14550161} |
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| Step: 14564514 | Episode: 1706 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 24.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14353, 'frame_number': 14564514} |
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| Step: 14578400 | Episode: 1707 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 24.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13886, 'frame_number': 14578400} |
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| Step: 14590701 | Episode: 1708 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.93s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12301, 'frame_number': 14590701} |
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| Step: 14602344 | Episode: 1709 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 19.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11643, 'frame_number': 14602344} |
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| Step: 14613935 | Episode: 1710 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 18.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11591, 'frame_number': 14613935} |
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| Step: 14625880 | Episode: 1711 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 19.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11945, 'frame_number': 14625880} |
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| Step: 14637593 | Episode: 1712 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 20.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11713, 'frame_number': 14637593} |
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| Step: 14650498 | Episode: 1713 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 21.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12905, 'frame_number': 14650498} |
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| Step: 14660880 | Episode: 1714 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10382, 'frame_number': 14660880} |
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| Step: 14671057 | Episode: 1715 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10177, 'frame_number': 14671057} |
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| Step: 14681842 | Episode: 1716 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10785, 'frame_number': 14681842} |
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| Step: 14694551 | Episode: 1717 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 20.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12709, 'frame_number': 14694551} |
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| Step: 14706637 | Episode: 1718 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12086, 'frame_number': 14706637} |
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| Step: 14717186 | Episode: 1719 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 17.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10549, 'frame_number': 14717186} |
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| Step: 14729067 | Episode: 1720 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11881, 'frame_number': 14729067} |
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| Step: 14742630 | Episode: 1721 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 21.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13563, 'frame_number': 14742630} |
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| Step: 14754613 | Episode: 1722 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 18.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11983, 'frame_number': 14754613} |
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| Step: 14765971 | Episode: 1723 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11358, 'frame_number': 14765971} |
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| Step: 14780305 | Episode: 1724 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 22.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14334, 'frame_number': 14780305} |
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| Step: 14793342 | Episode: 1725 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13037, 'frame_number': 14793342} |
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| Step: 14804472 | Episode: 1726 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11130, 'frame_number': 14804472} |
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| Step: 14816005 | Episode: 1727 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11533, 'frame_number': 14816005} |
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| Step: 14828746 | Episode: 1728 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12741, 'frame_number': 14828746} |
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| Step: 14843130 | Episode: 1729 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14384, 'frame_number': 14843130} |
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| Step: 14854553 | Episode: 1730 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11423, 'frame_number': 14854553} |
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| Step: 14868048 | Episode: 1731 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 21.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13495, 'frame_number': 14868048} |
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| Step: 14880028 | Episode: 1732 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11980, 'frame_number': 14880028} |
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| Step: 14896312 | Episode: 1733 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 26.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 16284, 'frame_number': 14896312} |
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| Step: 14907793 | Episode: 1734 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11481, 'frame_number': 14907793} |
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| Step: 14919543 | Episode: 1735 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.63s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11750, 'frame_number': 14919543} |
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| Step: 14933007 | Episode: 1736 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13464, 'frame_number': 14933007} |
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| Step: 14946356 | Episode: 1737 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13349, 'frame_number': 14946356} |
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| Step: 14959202 | Episode: 1738 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12846, 'frame_number': 14959202} |
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| Step: 14970873 | Episode: 1739 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 18.65s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11671, 'frame_number': 14970873} |
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| Step: 14984606 | Episode: 1740 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13733, 'frame_number': 14984606} |
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| Step: 14998164 | Episode: 1741 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13558, 'frame_number': 14998164} |
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| Step: 15010609 | Episode: 1742 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12445, 'frame_number': 15010609} |
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| Step: 15023608 | Episode: 1743 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12999, 'frame_number': 15023608} |
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| Step: 15036813 | Episode: 1744 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13205, 'frame_number': 15036813} |
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| Step: 15051139 | Episode: 1745 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 22.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14326, 'frame_number': 15051139} |
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| Step: 15062212 | Episode: 1746 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11073, 'frame_number': 15062212} |
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| Step: 15076224 | Episode: 1747 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14012, 'frame_number': 15076224} |
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| Step: 15087476 | Episode: 1748 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11252, 'frame_number': 15087476} |
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| Step: 15100909 | Episode: 1749 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 21.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13433, 'frame_number': 15100909} |
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| Step: 15114864 | Episode: 1750 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13955, 'frame_number': 15114864} |
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| Step: 15127940 | Episode: 1751 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13076, 'frame_number': 15127940} |
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| Step: 15140431 | Episode: 1752 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 20.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12491, 'frame_number': 15140431} |
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| Step: 15149410 | Episode: 1753 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 14.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8979, 'frame_number': 15149410} |
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| Step: 15157745 | Episode: 1754 || Σ Rewards: 16.00  || lr: 1.000000e-04 || dt: 13.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8335, 'frame_number': 15157745} |
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| Step: 15170934 | Episode: 1755 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13189, 'frame_number': 15170934} |
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| Step: 15183112 | Episode: 1756 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12178, 'frame_number': 15183112} |
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| Step: 15195915 | Episode: 1757 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12803, 'frame_number': 15195915} |
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| Step: 15207301 | Episode: 1758 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11386, 'frame_number': 15207301} |
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| Step: 15219253 | Episode: 1759 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 18.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11952, 'frame_number': 15219253} |
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| Step: 15233822 | Episode: 1760 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 23.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14569, 'frame_number': 15233822} |
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| Step: 15247470 | Episode: 1761 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13648, 'frame_number': 15247470} |
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| Step: 15259930 | Episode: 1762 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 19.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12460, 'frame_number': 15259930} |
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| Step: 15271163 | Episode: 1763 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11233, 'frame_number': 15271163} |
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| Step: 15284551 | Episode: 1764 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 21.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13388, 'frame_number': 15284551} |
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| Step: 15297630 | Episode: 1765 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13079, 'frame_number': 15297630} |
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| Step: 15310180 | Episode: 1766 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12550, 'frame_number': 15310180} |
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| Step: 15323137 | Episode: 1767 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 20.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12957, 'frame_number': 15323137} |
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| Step: 15336027 | Episode: 1768 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12890, 'frame_number': 15336027} |
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| Step: 15345373 | Episode: 1769 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 14.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9346, 'frame_number': 15345373} |
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| Step: 15358742 | Episode: 1770 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13369, 'frame_number': 15358742} |
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| Step: 15369490 | Episode: 1771 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 16.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10748, 'frame_number': 15369490} |
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| Step: 15381454 | Episode: 1772 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 18.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11964, 'frame_number': 15381454} |
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| Step: 15393145 | Episode: 1773 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11691, 'frame_number': 15393145} |
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| Step: 15406308 | Episode: 1774 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13163, 'frame_number': 15406308} |
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| Step: 15418398 | Episode: 1775 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 18.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12090, 'frame_number': 15418398} |
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| Step: 15432777 | Episode: 1776 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14379, 'frame_number': 15432777} |
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| Step: 15444822 | Episode: 1777 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 18.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12045, 'frame_number': 15444822} |
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| Step: 15455344 | Episode: 1778 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10522, 'frame_number': 15455344} |
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| Step: 15466547 | Episode: 1779 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 17.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11203, 'frame_number': 15466547} |
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| Step: 15479528 | Episode: 1780 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12981, 'frame_number': 15479528} |
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| Step: 15493348 | Episode: 1781 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 22.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13820, 'frame_number': 15493348} |
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| Step: 15505558 | Episode: 1782 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12210, 'frame_number': 15505558} |
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| Step: 15518560 | Episode: 1783 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13002, 'frame_number': 15518560} |
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| Step: 15530428 | Episode: 1784 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 18.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11868, 'frame_number': 15530428} |
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| Step: 15542121 | Episode: 1785 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11693, 'frame_number': 15542121} |
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| Step: 15554457 | Episode: 1786 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 19.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12336, 'frame_number': 15554457} |
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| Step: 15566902 | Episode: 1787 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 19.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12445, 'frame_number': 15566902} |
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| Step: 15579786 | Episode: 1788 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12884, 'frame_number': 15579786} |
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| Step: 15592437 | Episode: 1789 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12651, 'frame_number': 15592437} |
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| Step: 15605936 | Episode: 1790 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13499, 'frame_number': 15605936} |
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| Step: 15619496 | Episode: 1791 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 21.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13560, 'frame_number': 15619496} |
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| Step: 15632418 | Episode: 1792 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12922, 'frame_number': 15632418} |
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| Step: 15645524 | Episode: 1793 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 23.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13106, 'frame_number': 15645524} |
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| Step: 15656649 | Episode: 1794 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11125, 'frame_number': 15656649} |
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| Step: 15669616 | Episode: 1795 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 21.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12967, 'frame_number': 15669616} |
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| Step: 15681708 | Episode: 1796 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 20.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12092, 'frame_number': 15681708} |
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| Step: 15693479 | Episode: 1797 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11771, 'frame_number': 15693479} |
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| Step: 15706541 | Episode: 1798 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 20.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13062, 'frame_number': 15706541} |
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| Step: 15717547 | Episode: 1799 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11006, 'frame_number': 15717547} |
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| Step: 15729966 | Episode: 1800 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12419, 'frame_number': 15729966} |
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| Step: 15743091 | Episode: 1801 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 21.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13125, 'frame_number': 15743091} |
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| Step: 15754421 | Episode: 1802 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 18.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11330, 'frame_number': 15754421} |
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| Step: 15766155 | Episode: 1803 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 19.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11734, 'frame_number': 15766155} |
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| Step: 15777995 | Episode: 1804 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11840, 'frame_number': 15777995} |
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| Step: 15791183 | Episode: 1805 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 21.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13188, 'frame_number': 15791183} |
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| Step: 15802092 | Episode: 1806 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 17.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10909, 'frame_number': 15802092} |
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| Step: 15815926 | Episode: 1807 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 22.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13834, 'frame_number': 15815926} |
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| Step: 15829940 | Episode: 1808 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 21.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14014, 'frame_number': 15829940} |
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| Step: 15844007 | Episode: 1809 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14067, 'frame_number': 15844007} |
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| Step: 15855601 | Episode: 1810 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11594, 'frame_number': 15855601} |
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| Step: 15869804 | Episode: 1811 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 22.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14203, 'frame_number': 15869804} |
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| Step: 15881674 | Episode: 1812 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11870, 'frame_number': 15881674} |
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| Step: 15891660 | Episode: 1813 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9986, 'frame_number': 15891660} |
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| Step: 15903927 | Episode: 1814 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12267, 'frame_number': 15903927} |
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| Step: 15915186 | Episode: 1815 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 17.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11259, 'frame_number': 15915186} |
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| Step: 15924936 | Episode: 1816 || Σ Rewards: 14.00  || lr: 1.000000e-04 || dt: 15.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9750, 'frame_number': 15924936} |
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| Step: 15933844 | Episode: 1817 || Σ Rewards: 14.00  || lr: 1.000000e-04 || dt: 13.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8908, 'frame_number': 15933844} |
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| Step: 15945736 | Episode: 1818 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 18.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11892, 'frame_number': 15945736} |
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| Step: 15957083 | Episode: 1819 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11347, 'frame_number': 15957083} |
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| Step: 15969616 | Episode: 1820 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12533, 'frame_number': 15969616} |
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| Step: 15984684 | Episode: 1821 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 23.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15068, 'frame_number': 15984684} |
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| Step: 15998623 | Episode: 1822 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 21.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13939, 'frame_number': 15998623} |
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| Step: 16009770 | Episode: 1823 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 17.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11147, 'frame_number': 16009770} |
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| Step: 16023028 | Episode: 1824 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 20.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13258, 'frame_number': 16023028} |
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| Step: 16036438 | Episode: 1825 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13410, 'frame_number': 16036438} |
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| Step: 16048394 | Episode: 1826 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 18.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11956, 'frame_number': 16048394} |
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| Step: 16059280 | Episode: 1827 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 16.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10886, 'frame_number': 16059280} |
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| Step: 16069988 | Episode: 1828 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 16.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10708, 'frame_number': 16069988} |
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| Step: 16084376 | Episode: 1829 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14388, 'frame_number': 16084376} |
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| Step: 16099135 | Episode: 1830 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14759, 'frame_number': 16099135} |
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| Step: 16111299 | Episode: 1831 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12164, 'frame_number': 16111299} |
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| Step: 16125519 | Episode: 1832 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 22.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14220, 'frame_number': 16125519} |
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| Step: 16140029 | Episode: 1833 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 22.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14510, 'frame_number': 16140029} |
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| Step: 16152565 | Episode: 1834 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 19.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12536, 'frame_number': 16152565} |
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| Step: 16167334 | Episode: 1835 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14769, 'frame_number': 16167334} |
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| Step: 16178384 | Episode: 1836 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11050, 'frame_number': 16178384} |
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| Step: 16189661 | Episode: 1837 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 17.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11277, 'frame_number': 16189661} |
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| Step: 16203302 | Episode: 1838 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 21.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13641, 'frame_number': 16203302} |
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| Step: 16216325 | Episode: 1839 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13023, 'frame_number': 16216325} |
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| Step: 16230180 | Episode: 1840 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13855, 'frame_number': 16230180} |
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| Step: 16242094 | Episode: 1841 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11914, 'frame_number': 16242094} |
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| Step: 16252503 | Episode: 1842 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 16.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10409, 'frame_number': 16252503} |
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| Step: 16263299 | Episode: 1843 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 16.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10796, 'frame_number': 16263299} |
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| Step: 16273491 | Episode: 1844 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 15.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10192, 'frame_number': 16273491} |
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| Step: 16285487 | Episode: 1845 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11996, 'frame_number': 16285487} |
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| Step: 16295624 | Episode: 1846 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 15.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10137, 'frame_number': 16295624} |
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| Step: 16309005 | Episode: 1847 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 20.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13381, 'frame_number': 16309005} |
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| Step: 16320099 | Episode: 1848 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11094, 'frame_number': 16320099} |
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| Step: 16332727 | Episode: 1849 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 19.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12628, 'frame_number': 16332727} |
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| Step: 16347701 | Episode: 1850 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 23.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14974, 'frame_number': 16347701} |
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| Step: 16360593 | Episode: 1851 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12892, 'frame_number': 16360593} |
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| Step: 16374735 | Episode: 1852 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14142, 'frame_number': 16374735} |
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| Step: 16389821 | Episode: 1853 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 23.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15086, 'frame_number': 16389821} |
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| Step: 16404833 | Episode: 1854 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 23.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15012, 'frame_number': 16404833} |
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| Step: 16415308 | Episode: 1855 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 16.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10475, 'frame_number': 16415308} |
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| Step: 16424388 | Episode: 1856 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 14.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9080, 'frame_number': 16424388} |
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| Step: 16437049 | Episode: 1857 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 20.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12661, 'frame_number': 16437049} |
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| Step: 16450169 | Episode: 1858 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13120, 'frame_number': 16450169} |
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| Step: 16459493 | Episode: 1859 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 14.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9324, 'frame_number': 16459493} |
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| Step: 16471870 | Episode: 1860 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12377, 'frame_number': 16471870} |
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| Step: 16483998 | Episode: 1861 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 19.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12128, 'frame_number': 16483998} |
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| Step: 16493730 | Episode: 1862 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 15.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9732, 'frame_number': 16493730} |
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| Step: 16508144 | Episode: 1863 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 22.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14414, 'frame_number': 16508144} |
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| Step: 16521871 | Episode: 1864 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 21.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13727, 'frame_number': 16521871} |
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| Step: 16534876 | Episode: 1865 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 20.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13005, 'frame_number': 16534876} |
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| Step: 16548352 | Episode: 1866 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 21.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13476, 'frame_number': 16548352} |
	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 16559966 | Episode: 1867 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11614, 'frame_number': 16559966} |
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| Step: 16572029 | Episode: 1868 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 18.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12063, 'frame_number': 16572029} |
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| Step: 16583837 | Episode: 1869 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11808, 'frame_number': 16583837} |
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| Step: 16592964 | Episode: 1870 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 14.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9127, 'frame_number': 16592964} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 16606622 | Episode: 1871 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13658, 'frame_number': 16606622} |
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| Step: 16619237 | Episode: 1872 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 19.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12615, 'frame_number': 16619237} |
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| Step: 16633375 | Episode: 1873 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 22.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14138, 'frame_number': 16633375} |
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| Step: 16644743 | Episode: 1874 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 17.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11368, 'frame_number': 16644743} |
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| Step: 16659633 | Episode: 1875 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 23.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14890, 'frame_number': 16659633} |
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| Step: 16671667 | Episode: 1876 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 19.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12034, 'frame_number': 16671667} |
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| Step: 16685271 | Episode: 1877 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 21.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13604, 'frame_number': 16685271} |
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| Step: 16696242 | Episode: 1878 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 17.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10971, 'frame_number': 16696242} |
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| Step: 16707901 | Episode: 1879 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11659, 'frame_number': 16707901} |
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| Step: 16720776 | Episode: 1880 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12875, 'frame_number': 16720776} |
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| Step: 16734126 | Episode: 1881 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13350, 'frame_number': 16734126} |
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| Step: 16745070 | Episode: 1882 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10944, 'frame_number': 16745070} |
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| Step: 16759000 | Episode: 1883 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13930, 'frame_number': 16759000} |
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| Step: 16770263 | Episode: 1884 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11263, 'frame_number': 16770263} |
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| Step: 16784519 | Episode: 1885 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 22.56s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14256, 'frame_number': 16784519} |
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| Step: 16794769 | Episode: 1886 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10250, 'frame_number': 16794769} |
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| Step: 16804877 | Episode: 1887 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 15.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10108, 'frame_number': 16804877} |
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| Step: 16816926 | Episode: 1888 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 19.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12049, 'frame_number': 16816926} |
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| Step: 16829531 | Episode: 1889 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.65s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12605, 'frame_number': 16829531} |
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| Step: 16842765 | Episode: 1890 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 20.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13234, 'frame_number': 16842765} |
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| Step: 16853922 | Episode: 1891 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11157, 'frame_number': 16853922} |
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| Step: 16864973 | Episode: 1892 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 17.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11051, 'frame_number': 16864973} |
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| Step: 16876359 | Episode: 1893 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11386, 'frame_number': 16876359} |
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| Step: 16889793 | Episode: 1894 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13434, 'frame_number': 16889793} |
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| Step: 16901972 | Episode: 1895 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12179, 'frame_number': 16901972} |
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| Step: 16914264 | Episode: 1896 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 19.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12292, 'frame_number': 16914264} |
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| Step: 16928827 | Episode: 1897 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 22.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14563, 'frame_number': 16928827} |
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| Step: 16937922 | Episode: 1898 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 14.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9095, 'frame_number': 16937922} |
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| Step: 16951636 | Episode: 1899 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13714, 'frame_number': 16951636} |
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| Step: 16962948 | Episode: 1900 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 17.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11312, 'frame_number': 16962948} |
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| Step: 16972404 | Episode: 1901 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 14.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9456, 'frame_number': 16972404} |
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| Step: 16984900 | Episode: 1902 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 19.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12496, 'frame_number': 16984900} |
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| Step: 16996253 | Episode: 1903 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11353, 'frame_number': 16996253} |
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| Step: 17009271 | Episode: 1904 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13018, 'frame_number': 17009271} |
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| Step: 17019853 | Episode: 1905 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 16.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10582, 'frame_number': 17019853} |
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| Step: 17034129 | Episode: 1906 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14276, 'frame_number': 17034129} |
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| Step: 17046367 | Episode: 1907 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 19.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12238, 'frame_number': 17046367} |
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| Step: 17057741 | Episode: 1908 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11374, 'frame_number': 17057741} |
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| Step: 17069747 | Episode: 1909 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 19.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12006, 'frame_number': 17069747} |
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| Step: 17080331 | Episode: 1910 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10584, 'frame_number': 17080331} |
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| Step: 17090193 | Episode: 1911 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 15.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9862, 'frame_number': 17090193} |
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| Step: 17104068 | Episode: 1912 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 22.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13875, 'frame_number': 17104068} |
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| Step: 17118109 | Episode: 1913 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 22.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14041, 'frame_number': 17118109} |
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| Step: 17129683 | Episode: 1914 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11574, 'frame_number': 17129683} |
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| Step: 17140670 | Episode: 1915 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 17.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10987, 'frame_number': 17140670} |
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| Step: 17151093 | Episode: 1916 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 16.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10423, 'frame_number': 17151093} |
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| Step: 17159316 | Episode: 1917 || Σ Rewards: 16.00  || lr: 1.000000e-04 || dt: 12.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8223, 'frame_number': 17159316} |
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| Step: 17172934 | Episode: 1918 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 21.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13618, 'frame_number': 17172934} |
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| Step: 17182688 | Episode: 1919 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9754, 'frame_number': 17182688} |
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| Step: 17194376 | Episode: 1920 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 18.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11688, 'frame_number': 17194376} |
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| Step: 17206251 | Episode: 1921 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 18.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11875, 'frame_number': 17206251} |
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| Step: 17220141 | Episode: 1922 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 22.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13890, 'frame_number': 17220141} |
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| Step: 17232534 | Episode: 1923 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12393, 'frame_number': 17232534} |
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| Step: 17244170 | Episode: 1924 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11636, 'frame_number': 17244170} |
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| Step: 17258431 | Episode: 1925 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 22.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14261, 'frame_number': 17258431} |
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| Step: 17271553 | Episode: 1926 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13122, 'frame_number': 17271553} |
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| Step: 17279145 | Episode: 1927 || Σ Rewards: 18.00  || lr: 1.000000e-04 || dt: 11.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7592, 'frame_number': 17279145} |
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| Step: 17291888 | Episode: 1928 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12743, 'frame_number': 17291888} |
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| Step: 17304720 | Episode: 1929 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 20.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12832, 'frame_number': 17304720} |
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| Step: 17317555 | Episode: 1930 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12835, 'frame_number': 17317555} |
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| Step: 17330076 | Episode: 1931 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12521, 'frame_number': 17330076} |
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| Step: 17343071 | Episode: 1932 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12995, 'frame_number': 17343071} |
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| Step: 17351539 | Episode: 1933 || Σ Rewards: -11.00 || lr: 1.000000e-04 || dt: 13.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8468, 'frame_number': 17351539} |
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| Step: 17363945 | Episode: 1934 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.39s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12406, 'frame_number': 17363945} |
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| Step: 17377210 | Episode: 1935 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.78s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13265, 'frame_number': 17377210} |
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| Step: 17388046 | Episode: 1936 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 17.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10836, 'frame_number': 17388046} |
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| Step: 17400764 | Episode: 1937 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 20.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12718, 'frame_number': 17400764} |
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| Step: 17408291 | Episode: 1938 || Σ Rewards: 19.00  || lr: 1.000000e-04 || dt: 12.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 7527, 'frame_number': 17408291} |
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| Step: 17418800 | Episode: 1939 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 16.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10509, 'frame_number': 17418800} |
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| Step: 17427207 | Episode: 1940 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 13.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8407, 'frame_number': 17427207} |
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| Step: 17440185 | Episode: 1941 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 20.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12978, 'frame_number': 17440185} |
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| Step: 17451934 | Episode: 1942 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11749, 'frame_number': 17451934} |
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| Step: 17467230 | Episode: 1943 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 23.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15296, 'frame_number': 17467230} |
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| Step: 17480531 | Episode: 1944 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13301, 'frame_number': 17480531} |
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| Step: 17490564 | Episode: 1945 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10033, 'frame_number': 17490564} |
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| Step: 17501367 | Episode: 1946 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 16.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10803, 'frame_number': 17501367} |
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| Step: 17514433 | Episode: 1947 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 20.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13066, 'frame_number': 17514433} |
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| Step: 17524464 | Episode: 1948 || Σ Rewards: -14.00 || lr: 1.000000e-04 || dt: 16.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10031, 'frame_number': 17524464} |
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| Step: 17535659 | Episode: 1949 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11195, 'frame_number': 17535659} |
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| Step: 17547201 | Episode: 1950 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11542, 'frame_number': 17547201} |
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| Step: 17556849 | Episode: 1951 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 15.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9648, 'frame_number': 17556849} |
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| Step: 17567618 | Episode: 1952 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10769, 'frame_number': 17567618} |
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| Step: 17579799 | Episode: 1953 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 19.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12181, 'frame_number': 17579799} |
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| Step: 17592522 | Episode: 1954 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12723, 'frame_number': 17592522} |
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| Step: 17606457 | Episode: 1955 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 21.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13935, 'frame_number': 17606457} |
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| Step: 17616129 | Episode: 1956 || Σ Rewards: 14.00  || lr: 1.000000e-04 || dt: 15.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9672, 'frame_number': 17616129} |
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| Step: 17628855 | Episode: 1957 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12726, 'frame_number': 17628855} |
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| Step: 17640645 | Episode: 1958 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11790, 'frame_number': 17640645} |
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| Step: 17654237 | Episode: 1959 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13592, 'frame_number': 17654237} |
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| Step: 17667740 | Episode: 1960 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13503, 'frame_number': 17667740} |
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| Step: 17677835 | Episode: 1961 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 15.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10095, 'frame_number': 17677835} |
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| Step: 17693455 | Episode: 1962 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 24.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15620, 'frame_number': 17693455} |
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| Step: 17705301 | Episode: 1963 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 18.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11846, 'frame_number': 17705301} |
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| Step: 17718385 | Episode: 1964 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13084, 'frame_number': 17718385} |
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| Step: 17730768 | Episode: 1965 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 19.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12383, 'frame_number': 17730768} |
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| Step: 17741050 | Episode: 1966 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 16.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10282, 'frame_number': 17741050} |
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| Step: 17752293 | Episode: 1967 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 17.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11243, 'frame_number': 17752293} |
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| Step: 17765593 | Episode: 1968 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 21.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13300, 'frame_number': 17765593} |
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| Step: 17780135 | Episode: 1969 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 23.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14542, 'frame_number': 17780135} |
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| Step: 17793683 | Episode: 1970 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13548, 'frame_number': 17793683} |
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| Step: 17804042 | Episode: 1971 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 16.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10359, 'frame_number': 17804042} |
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| Step: 17818010 | Episode: 1972 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 21.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13968, 'frame_number': 17818010} |
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| Step: 17830288 | Episode: 1973 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12278, 'frame_number': 17830288} |
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| Step: 17844156 | Episode: 1974 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 22.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13868, 'frame_number': 17844156} |
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| Step: 17854508 | Episode: 1975 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 16.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10352, 'frame_number': 17854508} |
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| Step: 17863468 | Episode: 1976 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 14.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8960, 'frame_number': 17863468} |
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| Step: 17874438 | Episode: 1977 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10970, 'frame_number': 17874438} |
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| Step: 17887193 | Episode: 1978 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 20.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12755, 'frame_number': 17887193} |
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| Step: 17897271 | Episode: 1979 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10078, 'frame_number': 17897271} |
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| Step: 17908997 | Episode: 1980 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 19.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11726, 'frame_number': 17908997} |
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| Step: 17918708 | Episode: 1981 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 16.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9711, 'frame_number': 17918708} |
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| Step: 17931550 | Episode: 1982 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 25.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12842, 'frame_number': 17931550} |
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| Step: 17939981 | Episode: 1983 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 15.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8431, 'frame_number': 17939981} |
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| Step: 17950922 | Episode: 1984 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 19.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10941, 'frame_number': 17950922} |
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| Step: 17967813 | Episode: 1985 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 31.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 16891, 'frame_number': 17967813} |
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| Step: 17979822 | Episode: 1986 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 20.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12009, 'frame_number': 17979822} |
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| Step: 17993005 | Episode: 1987 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 22.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13183, 'frame_number': 17993005} |
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| Step: 18007248 | Episode: 1988 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 24.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14243, 'frame_number': 18007248} |
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| Step: 18020148 | Episode: 1989 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 22.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12900, 'frame_number': 18020148} |
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| Step: 18029932 | Episode: 1990 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 17.94s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9784, 'frame_number': 18029932} |
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| Step: 18043818 | Episode: 1991 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 26.42s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13886, 'frame_number': 18043818} |
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| Step: 18055534 | Episode: 1992 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 21.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11716, 'frame_number': 18055534} |
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| Step: 18067985 | Episode: 1993 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 23.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12451, 'frame_number': 18067985} |
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| Step: 18080911 | Episode: 1994 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 24.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12926, 'frame_number': 18080911} |
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| Step: 18090473 | Episode: 1995 || Σ Rewards: 17.00  || lr: 1.000000e-04 || dt: 18.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9562, 'frame_number': 18090473} |
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| Step: 18103462 | Episode: 1996 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 23.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12989, 'frame_number': 18103462} |
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| Step: 18115975 | Episode: 1997 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 20.93s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12513, 'frame_number': 18115975} |
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| Step: 18129806 | Episode: 1998 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 22.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13831, 'frame_number': 18129806} |
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| Step: 18140562 | Episode: 1999 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 18.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10756, 'frame_number': 18140562} |
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| Step: 18153778 | Episode: 2000 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 24.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13216, 'frame_number': 18153778} |
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| Step: 18166468 | Episode: 2001 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 22.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12690, 'frame_number': 18166468} |
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| Step: 18177886 | Episode: 2002 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 21.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11418, 'frame_number': 18177886} |
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| Step: 18190692 | Episode: 2003 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 22.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12806, 'frame_number': 18190692} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 18205280 | Episode: 2004 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 26.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14588, 'frame_number': 18205280} |
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| Step: 18220074 | Episode: 2005 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 26.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14794, 'frame_number': 18220074} |
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| Step: 18229192 | Episode: 2006 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 15.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9118, 'frame_number': 18229192} |
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| Step: 18241746 | Episode: 2007 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 21.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12554, 'frame_number': 18241746} |
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| Step: 18252683 | Episode: 2008 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 20.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10937, 'frame_number': 18252683} |
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| Step: 18266888 | Episode: 2009 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 26.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14205, 'frame_number': 18266888} |
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| Step: 18277454 | Episode: 2010 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 17.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10566, 'frame_number': 18277454} |
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| Step: 18287034 | Episode: 2011 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 16.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9580, 'frame_number': 18287034} |
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| Step: 18297961 | Episode: 2012 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 18.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10927, 'frame_number': 18297961} |
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| Step: 18312345 | Episode: 2013 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 24.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14384, 'frame_number': 18312345} |
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| Step: 18326276 | Episode: 2014 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 23.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13931, 'frame_number': 18326276} |
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| Step: 18337335 | Episode: 2015 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 19.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11059, 'frame_number': 18337335} |
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| Step: 18347338 | Episode: 2016 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 17.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10003, 'frame_number': 18347338} |
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| Step: 18357150 | Episode: 2017 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 16.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9812, 'frame_number': 18357150} |
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| Step: 18369132 | Episode: 2018 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 21.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11982, 'frame_number': 18369132} |
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| Step: 18382337 | Episode: 2019 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 23.96s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13205, 'frame_number': 18382337} |
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| Step: 18395340 | Episode: 2020 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 25.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13003, 'frame_number': 18395340} |
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| Step: 18406968 | Episode: 2021 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 21.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11628, 'frame_number': 18406968} |
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| Step: 18418587 | Episode: 2022 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 20.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11619, 'frame_number': 18418587} |
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| Step: 18431118 | Episode: 2023 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 22.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12531, 'frame_number': 18431118} |
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| Step: 18443714 | Episode: 2024 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 20.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12596, 'frame_number': 18443714} |
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| Step: 18455088 | Episode: 2025 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 22.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11374, 'frame_number': 18455088} |
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| Step: 18466588 | Episode: 2026 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 19.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11500, 'frame_number': 18466588} |
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| Step: 18477878 | Episode: 2027 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 19.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11290, 'frame_number': 18477878} |
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| Step: 18487081 | Episode: 2028 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 15.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9203, 'frame_number': 18487081} |
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| Step: 18498076 | Episode: 2029 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 18.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10995, 'frame_number': 18498076} |
	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 18509175 | Episode: 2030 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 19.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11099, 'frame_number': 18509175} |
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| Step: 18522653 | Episode: 2031 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 23.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13478, 'frame_number': 18522653} |
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| Step: 18535547 | Episode: 2032 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 23.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12894, 'frame_number': 18535547} |
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| Step: 18549243 | Episode: 2033 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 25.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13696, 'frame_number': 18549243} |
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| Step: 18560623 | Episode: 2034 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 20.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11380, 'frame_number': 18560623} |
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| Step: 18573659 | Episode: 2035 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 22.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13036, 'frame_number': 18573659} |
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| Step: 18587704 | Episode: 2036 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 25.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14045, 'frame_number': 18587704} |
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| Step: 18600281 | Episode: 2037 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 22.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12577, 'frame_number': 18600281} |
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| Step: 18613098 | Episode: 2038 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 21.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12817, 'frame_number': 18613098} |
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| Step: 18624902 | Episode: 2039 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 21.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11804, 'frame_number': 18624902} |
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| Step: 18637429 | Episode: 2040 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12527, 'frame_number': 18637429} |
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| Step: 18649426 | Episode: 2041 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 22.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11997, 'frame_number': 18649426} |
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| Step: 18662535 | Episode: 2042 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 22.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13109, 'frame_number': 18662535} |
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| Step: 18675459 | Episode: 2043 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 23.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12924, 'frame_number': 18675459} |
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| Step: 18685374 | Episode: 2044 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 18.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9915, 'frame_number': 18685374} |
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| Step: 18697084 | Episode: 2045 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 21.53s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11710, 'frame_number': 18697084} |
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| Step: 18709715 | Episode: 2046 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 23.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12631, 'frame_number': 18709715} |
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| Step: 18720284 | Episode: 2047 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 18.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10569, 'frame_number': 18720284} |
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| Step: 18733376 | Episode: 2048 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 23.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13092, 'frame_number': 18733376} |
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| Step: 18744827 | Episode: 2049 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 21.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11451, 'frame_number': 18744827} |
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| Step: 18758704 | Episode: 2050 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 23.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13877, 'frame_number': 18758704} |
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| Step: 18767999 | Episode: 2051 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 16.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9295, 'frame_number': 18767999} |
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| Step: 18780075 | Episode: 2052 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 20.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12076, 'frame_number': 18780075} |
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| Step: 18790300 | Episode: 2053 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 18.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10225, 'frame_number': 18790300} |
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| Step: 18800732 | Episode: 2054 || Σ Rewards: -13.00 || lr: 1.000000e-04 || dt: 19.21s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10432, 'frame_number': 18800732} |
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| Step: 18813624 | Episode: 2055 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 21.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12892, 'frame_number': 18813624} |
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| Step: 18825365 | Episode: 2056 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 18.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11741, 'frame_number': 18825365} |
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| Step: 18836911 | Episode: 2057 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11546, 'frame_number': 18836911} |
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| Step: 18849157 | Episode: 2058 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 23.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12246, 'frame_number': 18849157} |
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| Step: 18860987 | Episode: 2059 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 24.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11830, 'frame_number': 18860987} |
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| Step: 18872593 | Episode: 2060 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 21.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11606, 'frame_number': 18872593} |
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| Step: 18884439 | Episode: 2061 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 22.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11846, 'frame_number': 18884439} |
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| Step: 18897730 | Episode: 2062 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 27.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13291, 'frame_number': 18897730} |
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| Step: 18909360 | Episode: 2063 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 21.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11630, 'frame_number': 18909360} |
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| Step: 18922304 | Episode: 2064 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 23.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12944, 'frame_number': 18922304} |
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| Step: 18934679 | Episode: 2065 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 21.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12375, 'frame_number': 18934679} |
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| Step: 18947264 | Episode: 2066 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12585, 'frame_number': 18947264} |
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| Step: 18959938 | Episode: 2067 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 22.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12674, 'frame_number': 18959938} |
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| Step: 18973080 | Episode: 2068 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 22.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13142, 'frame_number': 18973080} |
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| Step: 18984046 | Episode: 2069 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10966, 'frame_number': 18984046} |
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| Step: 18994639 | Episode: 2070 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10593, 'frame_number': 18994639} |
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| Step: 19003512 | Episode: 2071 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 14.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8873, 'frame_number': 19003512} |
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| Step: 19014654 | Episode: 2072 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11142, 'frame_number': 19014654} |
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| Step: 19028236 | Episode: 2073 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13582, 'frame_number': 19028236} |
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| Step: 19037895 | Episode: 2074 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 15.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9659, 'frame_number': 19037895} |
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| Step: 19050610 | Episode: 2075 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 21.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12715, 'frame_number': 19050610} |
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| Step: 19061376 | Episode: 2076 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 17.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10766, 'frame_number': 19061376} |
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| Step: 19075447 | Episode: 2077 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 23.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14071, 'frame_number': 19075447} |
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| Step: 19086218 | Episode: 2078 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 16.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10771, 'frame_number': 19086218} |
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| Step: 19096849 | Episode: 2079 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10631, 'frame_number': 19096849} |
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| Step: 19107979 | Episode: 2080 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 19.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11130, 'frame_number': 19107979} |
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| Step: 19119968 | Episode: 2081 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 20.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11989, 'frame_number': 19119968} |
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| Step: 19134637 | Episode: 2082 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 25.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14669, 'frame_number': 19134637} |
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| Step: 19147131 | Episode: 2083 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.01s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12494, 'frame_number': 19147131} |
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| Step: 19161133 | Episode: 2084 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14002, 'frame_number': 19161133} |
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| Step: 19173721 | Episode: 2085 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 20.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12588, 'frame_number': 19173721} |
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| Step: 19185257 | Episode: 2086 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11536, 'frame_number': 19185257} |
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| Step: 19197135 | Episode: 2087 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11878, 'frame_number': 19197135} |
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| Step: 19210430 | Episode: 2088 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13295, 'frame_number': 19210430} |
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| Step: 19222839 | Episode: 2089 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12409, 'frame_number': 19222839} |
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| Step: 19234835 | Episode: 2090 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11996, 'frame_number': 19234835} |
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| Step: 19246461 | Episode: 2091 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 18.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11626, 'frame_number': 19246461} |
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| Step: 19259049 | Episode: 2092 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 20.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12588, 'frame_number': 19259049} |
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| Step: 19270230 | Episode: 2093 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11181, 'frame_number': 19270230} |
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| Step: 19283857 | Episode: 2094 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 21.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13627, 'frame_number': 19283857} |
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| Step: 19296770 | Episode: 2095 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 20.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12913, 'frame_number': 19296770} |
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| Step: 19307035 | Episode: 2096 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 16.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10265, 'frame_number': 19307035} |
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| Step: 19319008 | Episode: 2097 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11973, 'frame_number': 19319008} |
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| Step: 19331571 | Episode: 2098 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 19.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12563, 'frame_number': 19331571} |
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| Step: 19340343 | Episode: 2099 || Σ Rewards: 16.00  || lr: 1.000000e-04 || dt: 13.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8772, 'frame_number': 19340343} |
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| Step: 19352735 | Episode: 2100 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12392, 'frame_number': 19352735} |
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| Step: 19364110 | Episode: 2101 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 17.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11375, 'frame_number': 19364110} |
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| Step: 19374176 | Episode: 2102 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10066, 'frame_number': 19374176} |
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| Step: 19385089 | Episode: 2103 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.25s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10913, 'frame_number': 19385089} |
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| Step: 19393561 | Episode: 2104 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 13.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8472, 'frame_number': 19393561} |
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| Step: 19405392 | Episode: 2105 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11831, 'frame_number': 19405392} |
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| Step: 19419234 | Episode: 2106 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13842, 'frame_number': 19419234} |
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| Step: 19432892 | Episode: 2107 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.45s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13658, 'frame_number': 19432892} |
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| Step: 19441686 | Episode: 2108 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 13.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8794, 'frame_number': 19441686} |
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| Step: 19454519 | Episode: 2109 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 20.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12833, 'frame_number': 19454519} |
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| Step: 19467612 | Episode: 2110 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13093, 'frame_number': 19467612} |
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| Step: 19481196 | Episode: 2111 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 21.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13584, 'frame_number': 19481196} |
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| Step: 19496233 | Episode: 2112 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 23.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15037, 'frame_number': 19496233} |
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| Step: 19506606 | Episode: 2113 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 16.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10373, 'frame_number': 19506606} |
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| Step: 19519114 | Episode: 2114 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 19.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12508, 'frame_number': 19519114} |
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| Step: 19531752 | Episode: 2115 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12638, 'frame_number': 19531752} |
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| Step: 19542463 | Episode: 2116 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10711, 'frame_number': 19542463} |
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| Step: 19554752 | Episode: 2117 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12289, 'frame_number': 19554752} |
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| Step: 19568278 | Episode: 2118 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 21.09s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13526, 'frame_number': 19568278} |
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| Step: 19580005 | Episode: 2119 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 18.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11727, 'frame_number': 19580005} |
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| Step: 19592091 | Episode: 2120 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12086, 'frame_number': 19592091} |
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| Step: 19601636 | Episode: 2121 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 14.97s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9545, 'frame_number': 19601636} |
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| Step: 19611720 | Episode: 2122 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 15.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10084, 'frame_number': 19611720} |
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| Step: 19625772 | Episode: 2123 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14052, 'frame_number': 19625772} |
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| Step: 19637309 | Episode: 2124 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 18.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11537, 'frame_number': 19637309} |
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| Step: 19647341 | Episode: 2125 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10032, 'frame_number': 19647341} |
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| Step: 19657628 | Episode: 2126 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 15.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10287, 'frame_number': 19657628} |
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| Step: 19668429 | Episode: 2127 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 17.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10801, 'frame_number': 19668429} |
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| Step: 19683370 | Episode: 2128 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 23.23s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14941, 'frame_number': 19683370} |
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| Step: 19696809 | Episode: 2129 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13439, 'frame_number': 19696809} |
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| Step: 19707527 | Episode: 2130 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10718, 'frame_number': 19707527} |
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| Step: 19718364 | Episode: 2131 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 16.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10837, 'frame_number': 19718364} |
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| Step: 19728000 | Episode: 2132 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 14.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9636, 'frame_number': 19728000} |
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| Step: 19740100 | Episode: 2133 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.11s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12100, 'frame_number': 19740100} |
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| Step: 19750570 | Episode: 2134 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 16.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10470, 'frame_number': 19750570} |
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| Step: 19762714 | Episode: 2135 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 19.33s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12144, 'frame_number': 19762714} |
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| Step: 19774137 | Episode: 2136 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11423, 'frame_number': 19774137} |
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| Step: 19786824 | Episode: 2137 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 19.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12687, 'frame_number': 19786824} |
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| Step: 19800979 | Episode: 2138 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 22.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14155, 'frame_number': 19800979} |
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| Step: 19812977 | Episode: 2139 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11998, 'frame_number': 19812977} |
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| Step: 19826553 | Episode: 2140 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13576, 'frame_number': 19826553} |
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| Step: 19839243 | Episode: 2141 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 19.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12690, 'frame_number': 19839243} |
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| Step: 19852097 | Episode: 2142 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 19.95s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12854, 'frame_number': 19852097} |
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| Step: 19863074 | Episode: 2143 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10977, 'frame_number': 19863074} |
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| Step: 19874343 | Episode: 2144 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 17.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11269, 'frame_number': 19874343} |
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| Step: 19887411 | Episode: 2145 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 20.49s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13068, 'frame_number': 19887411} |
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| Step: 19901291 | Episode: 2146 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.05s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13880, 'frame_number': 19901291} |
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| Step: 19916266 | Episode: 2147 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 23.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14975, 'frame_number': 19916266} |
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| Step: 19926768 | Episode: 2148 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 16.31s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10502, 'frame_number': 19926768} |
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| Step: 19937562 | Episode: 2149 || Σ Rewards: -8.00  || lr: 1.000000e-04 || dt: 17.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10794, 'frame_number': 19937562} |
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| Step: 19950238 | Episode: 2150 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12676, 'frame_number': 19950238} |
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| Step: 19959150 | Episode: 2151 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 14.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8912, 'frame_number': 19959150} |
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| Step: 19970569 | Episode: 2152 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 17.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11419, 'frame_number': 19970569} |
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| Step: 19979419 | Episode: 2153 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 13.77s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8850, 'frame_number': 19979419} |
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| Step: 19991232 | Episode: 2154 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 18.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11813, 'frame_number': 19991232} |
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| Step: 20001802 | Episode: 2155 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 16.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10570, 'frame_number': 20001802} |
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| Step: 20010974 | Episode: 2156 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 14.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9172, 'frame_number': 20010974} |
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| Step: 20019581 | Episode: 2157 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 13.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8607, 'frame_number': 20019581} |
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| Step: 20030156 | Episode: 2158 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 16.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10575, 'frame_number': 20030156} |
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| Step: 20043372 | Episode: 2159 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 21.12s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13216, 'frame_number': 20043372} |
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| Step: 20057128 | Episode: 2160 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 21.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13756, 'frame_number': 20057128} |
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| Step: 20068731 | Episode: 2161 || Σ Rewards: -9.00  || lr: 1.000000e-04 || dt: 18.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11603, 'frame_number': 20068731} |
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| Step: 20082930 | Episode: 2162 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.66s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14199, 'frame_number': 20082930} |
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| Step: 20096312 | Episode: 2163 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13382, 'frame_number': 20096312} |
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| Step: 20107765 | Episode: 2164 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 18.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11453, 'frame_number': 20107765} |
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| Step: 20117279 | Episode: 2165 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 14.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9514, 'frame_number': 20117279} |
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| Step: 20130380 | Episode: 2166 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 21.19s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13101, 'frame_number': 20130380} |
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| Step: 20143582 | Episode: 2167 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 20.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13202, 'frame_number': 20143582} |
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| Step: 20155760 | Episode: 2168 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.26s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12178, 'frame_number': 20155760} |
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| Step: 20162534 | Episode: 2169 || Σ Rewards: 20.00  || lr: 1.000000e-04 || dt: 10.79s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 6774, 'frame_number': 20162534} |
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| Step: 20171249 | Episode: 2170 || Σ Rewards: -15.00 || lr: 1.000000e-04 || dt: 13.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8715, 'frame_number': 20171249} |
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| Step: 20182083 | Episode: 2171 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 16.86s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10834, 'frame_number': 20182083} |
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| Step: 20193527 | Episode: 2172 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11444, 'frame_number': 20193527} |
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| Step: 20206159 | Episode: 2173 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.28s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12632, 'frame_number': 20206159} |
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| Step: 20217169 | Episode: 2174 || Σ Rewards: -7.00  || lr: 1.000000e-04 || dt: 17.58s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11010, 'frame_number': 20217169} |
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| Step: 20227652 | Episode: 2175 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 16.57s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10483, 'frame_number': 20227652} |
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| Step: 20240300 | Episode: 2176 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12648, 'frame_number': 20240300} |
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| Step: 20253059 | Episode: 2177 || Σ Rewards: -1.00  || lr: 1.000000e-04 || dt: 20.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12759, 'frame_number': 20253059} |
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| Step: 20263641 | Episode: 2178 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 16.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10582, 'frame_number': 20263641} |
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| Step: 20274254 | Episode: 2179 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 17.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10613, 'frame_number': 20274254} |
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| Step: 20286819 | Episode: 2180 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12565, 'frame_number': 20286819} |
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| Step: 20297841 | Episode: 2181 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.17s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11022, 'frame_number': 20297841} |
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| Step: 20307002 | Episode: 2182 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 14.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9161, 'frame_number': 20307002} |
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| Step: 20316813 | Episode: 2183 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.73s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9811, 'frame_number': 20316813} |
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| Step: 20325698 | Episode: 2184 || Σ Rewards: 14.00  || lr: 1.000000e-04 || dt: 14.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8885, 'frame_number': 20325698} |
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| Step: 20337343 | Episode: 2185 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11645, 'frame_number': 20337343} |
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| Step: 20348689 | Episode: 2186 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11346, 'frame_number': 20348689} |
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| Step: 20358359 | Episode: 2187 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 15.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9670, 'frame_number': 20358359} |
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| Step: 20368080 | Episode: 2188 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9721, 'frame_number': 20368080} |
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| Step: 20381322 | Episode: 2189 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13242, 'frame_number': 20381322} |
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| Step: 20392157 | Episode: 2190 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.27s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10835, 'frame_number': 20392157} |
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| Step: 20404719 | Episode: 2191 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12562, 'frame_number': 20404719} |
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| Step: 20416818 | Episode: 2192 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12099, 'frame_number': 20416818} |
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| Step: 20428508 | Episode: 2193 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.29s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11690, 'frame_number': 20428508} |
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| Step: 20437665 | Episode: 2194 || Σ Rewards: 14.00  || lr: 1.000000e-04 || dt: 14.85s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9157, 'frame_number': 20437665} |
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| Step: 20449093 | Episode: 2195 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.89s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11428, 'frame_number': 20449093} |
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| Step: 20462759 | Episode: 2196 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 21.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13666, 'frame_number': 20462759} |
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| Step: 20474942 | Episode: 2197 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 19.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12183, 'frame_number': 20474942} |
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| Step: 20487536 | Episode: 2198 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 19.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12594, 'frame_number': 20487536} |
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| Step: 20499251 | Episode: 2199 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11715, 'frame_number': 20499251} |
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| Step: 20510551 | Episode: 2200 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11300, 'frame_number': 20510551} |
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| Step: 20518984 | Episode: 2201 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 13.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8433, 'frame_number': 20518984} |
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| Step: 20532908 | Episode: 2202 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.80s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13924, 'frame_number': 20532908} |
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| Step: 20546636 | Episode: 2203 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 21.68s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13728, 'frame_number': 20546636} |
	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 20559965 | Episode: 2204 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 21.18s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13329, 'frame_number': 20559965} |
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| Step: 20571844 | Episode: 2205 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.91s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11879, 'frame_number': 20571844} |
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| Step: 20581145 | Episode: 2206 || Σ Rewards: 15.00  || lr: 1.000000e-04 || dt: 14.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9301, 'frame_number': 20581145} |
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| Step: 20591644 | Episode: 2207 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 16.64s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10499, 'frame_number': 20591644} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 20606491 | Episode: 2208 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 23.36s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14847, 'frame_number': 20606491} |
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| Step: 20616849 | Episode: 2209 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 16.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10358, 'frame_number': 20616849} |
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| Step: 20632317 | Episode: 2210 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 24.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15468, 'frame_number': 20632317} |
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| Step: 20644593 | Episode: 2211 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12276, 'frame_number': 20644593} |
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| Step: 20658123 | Episode: 2212 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 21.67s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13530, 'frame_number': 20658123} |
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| Step: 20670301 | Episode: 2213 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.10s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12178, 'frame_number': 20670301} |
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| Step: 20683334 | Episode: 2214 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 20.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13033, 'frame_number': 20683334} |
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| Step: 20696498 | Episode: 2215 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 21.07s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13164, 'frame_number': 20696498} |
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| Step: 20710567 | Episode: 2216 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 22.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14069, 'frame_number': 20710567} |
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| Step: 20722890 | Episode: 2217 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 19.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12323, 'frame_number': 20722890} |
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| Step: 20738680 | Episode: 2218 || Σ Rewards: -2.00  || lr: 1.000000e-04 || dt: 25.04s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 15790, 'frame_number': 20738680} |
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| Step: 20751699 | Episode: 2219 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 20.37s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13019, 'frame_number': 20751699} |
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| Step: 20762307 | Episode: 2220 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 17.03s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10608, 'frame_number': 20762307} |
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| Step: 20772479 | Episode: 2221 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10172, 'frame_number': 20772479} |
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| Step: 20786035 | Episode: 2222 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 23.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13556, 'frame_number': 20786035} |
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| Step: 20796919 | Episode: 2223 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 18.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10884, 'frame_number': 20796919} |
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| Step: 20806351 | Episode: 2224 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 15.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9432, 'frame_number': 20806351} |
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| Step: 20816127 | Episode: 2225 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 15.30s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9776, 'frame_number': 20816127} |
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| Step: 20830208 | Episode: 2226 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 22.61s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14081, 'frame_number': 20830208} |
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| Step: 20840083 | Episode: 2227 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 15.87s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9875, 'frame_number': 20840083} |
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| Step: 20852720 | Episode: 2228 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 20.06s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12637, 'frame_number': 20852720} |
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| Step: 20863742 | Episode: 2229 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 17.72s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11022, 'frame_number': 20863742} |
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| Step: 20875130 | Episode: 2230 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11388, 'frame_number': 20875130} |
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| Step: 20886988 | Episode: 2231 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11858, 'frame_number': 20886988} |
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| Step: 20898850 | Episode: 2232 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 19.00s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11862, 'frame_number': 20898850} |
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| Step: 20910912 | Episode: 2233 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.15s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12062, 'frame_number': 20910912} |
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| Step: 20923260 | Episode: 2234 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.50s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12348, 'frame_number': 20923260} |
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| Step: 20933042 | Episode: 2235 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 15.44s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9782, 'frame_number': 20933042} |
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| Step: 20944917 | Episode: 2236 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 18.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11875, 'frame_number': 20944917} |
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| Step: 20957121 | Episode: 2237 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.40s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12204, 'frame_number': 20957121} |
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| Step: 20968627 | Episode: 2238 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11506, 'frame_number': 20968627} |
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| Step: 20979713 | Episode: 2239 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 17.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11086, 'frame_number': 20979713} |
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| Step: 20993153 | Episode: 2240 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 21.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13440, 'frame_number': 20993153} |
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| Step: 21004204 | Episode: 2241 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 17.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11051, 'frame_number': 21004204} |
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| Step: 21012968 | Episode: 2242 || Σ Rewards: 14.00  || lr: 1.000000e-04 || dt: 14.08s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 8764, 'frame_number': 21012968} |
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| Step: 21022808 | Episode: 2243 || Σ Rewards: 13.00  || lr: 1.000000e-04 || dt: 15.76s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9840, 'frame_number': 21022808} |
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| Step: 21031984 | Episode: 2244 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 14.88s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9176, 'frame_number': 21031984} |
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| Step: 21043191 | Episode: 2245 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 17.82s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11207, 'frame_number': 21043191} |
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| Step: 21053353 | Episode: 2246 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 15.98s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10162, 'frame_number': 21053353} |
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| Step: 21064819 | Episode: 2247 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 18.38s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11466, 'frame_number': 21064819} |
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| Step: 21076104 | Episode: 2248 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 18.02s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11285, 'frame_number': 21076104} |
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| Step: 21088710 | Episode: 2249 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12606, 'frame_number': 21088710} |
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| Step: 21099779 | Episode: 2250 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.47s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11069, 'frame_number': 21099779} |
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| Step: 21112111 | Episode: 2251 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.43s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12332, 'frame_number': 21112111} |
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| Step: 21124773 | Episode: 2252 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 20.16s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12662, 'frame_number': 21124773} |
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| Step: 21135070 | Episode: 2253 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 16.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10297, 'frame_number': 21135070} |
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| Step: 21146259 | Episode: 2254 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 17.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11189, 'frame_number': 21146259} |
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| Step: 21158259 | Episode: 2255 || Σ Rewards: 2.00   || lr: 1.000000e-04 || dt: 18.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12000, 'frame_number': 21158259} |
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| Step: 21169081 | Episode: 2256 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 17.24s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10822, 'frame_number': 21169081} |
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| Step: 21181401 | Episode: 2257 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 19.62s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12320, 'frame_number': 21181401} |
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| Step: 21195813 | Episode: 2258 || Σ Rewards: -3.00  || lr: 1.000000e-04 || dt: 22.99s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14412, 'frame_number': 21195813} |
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| Step: 21208135 | Episode: 2259 || Σ Rewards: 3.00   || lr: 1.000000e-04 || dt: 19.52s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12322, 'frame_number': 21208135} |
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| Step: 21219511 | Episode: 2260 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 18.48s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11376, 'frame_number': 21219511} |
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| Step: 21229662 | Episode: 2261 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 16.32s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10151, 'frame_number': 21229662} |
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| Step: 21243105 | Episode: 2262 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 21.70s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13443, 'frame_number': 21243105} |
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| Step: 21255296 | Episode: 2263 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 19.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12191, 'frame_number': 21255296} |
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| Step: 21269979 | Episode: 2264 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 23.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14683, 'frame_number': 21269979} |
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| Step: 21280745 | Episode: 2265 || Σ Rewards: 8.00   || lr: 1.000000e-04 || dt: 16.90s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10766, 'frame_number': 21280745} |
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| Step: 21292290 | Episode: 2266 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 18.34s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11545, 'frame_number': 21292290} |
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| Step: 21304353 | Episode: 2267 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.22s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12063, 'frame_number': 21304353} |
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| Step: 21316607 | Episode: 2268 || Σ Rewards: 5.00   || lr: 1.000000e-04 || dt: 19.20s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12254, 'frame_number': 21316607} |
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| Step: 21330319 | Episode: 2269 || Σ Rewards: 4.00   || lr: 1.000000e-04 || dt: 21.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13712, 'frame_number': 21330319} |
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| Step: 21340848 | Episode: 2270 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 16.74s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10529, 'frame_number': 21340848} |
	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||	|| Reward 1.0 ||Saving Model Checkpoint...
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| Step: 21350521 | Episode: 2271 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 15.55s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9673, 'frame_number': 21350521} |
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| Step: 21359619 | Episode: 2272 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 14.51s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9098, 'frame_number': 21359619} |
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| Step: 21368777 | Episode: 2273 || Σ Rewards: 14.00  || lr: 1.000000e-04 || dt: 14.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9158, 'frame_number': 21368777} |
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| Step: 21378649 | Episode: 2274 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.83s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9872, 'frame_number': 21378649} |
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| Step: 21390042 | Episode: 2275 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 18.14s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11393, 'frame_number': 21390042} |
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| Step: 21399914 | Episode: 2276 || Σ Rewards: 10.00  || lr: 1.000000e-04 || dt: 15.71s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9872, 'frame_number': 21399914} |
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| Step: 21413252 | Episode: 2277 || Σ Rewards: -4.00  || lr: 1.000000e-04 || dt: 21.54s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 13338, 'frame_number': 21413252} |
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| Step: 21423724 | Episode: 2278 || Σ Rewards: 9.00   || lr: 1.000000e-04 || dt: 16.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10472, 'frame_number': 21423724} |
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| Step: 21433773 | Episode: 2279 || Σ Rewards: 14.00  || lr: 1.000000e-04 || dt: 16.13s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10049, 'frame_number': 21433773} |
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| Step: 21444238 | Episode: 2280 || Σ Rewards: -12.00 || lr: 1.000000e-04 || dt: 16.81s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 10465, 'frame_number': 21444238} |
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| Step: 21456479 | Episode: 2281 || Σ Rewards: 7.00   || lr: 1.000000e-04 || dt: 19.75s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12241, 'frame_number': 21456479} |
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| Step: 21468745 | Episode: 2282 || Σ Rewards: 6.00   || lr: 1.000000e-04 || dt: 20.60s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12266, 'frame_number': 21468745} |
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| Step: 21480186 | Episode: 2283 || Σ Rewards: -5.00  || lr: 1.000000e-04 || dt: 19.59s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11441, 'frame_number': 21480186} |
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| Step: 21491770 | Episode: 2284 || Σ Rewards: -6.00  || lr: 1.000000e-04 || dt: 19.35s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 11584, 'frame_number': 21491770} |
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| Step: 21506196 | Episode: 2285 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 27.46s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 14426, 'frame_number': 21506196} |
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| Step: 21515533 | Episode: 2286 || Σ Rewards: 12.00  || lr: 1.000000e-04 || dt: 16.41s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9337, 'frame_number': 21515533} |
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| Step: 21525523 | Episode: 2287 || Σ Rewards: -10.00 || lr: 1.000000e-04 || dt: 17.69s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9990, 'frame_number': 21525523} |
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| Step: 21538292 | Episode: 2288 || Σ Rewards: 1.00   || lr: 1.000000e-04 || dt: 20.84s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 12769, 'frame_number': 21538292} |
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| Step: 21548031 | Episode: 2289 || Σ Rewards: 11.00  || lr: 1.000000e-04 || dt: 15.92s || Eps: 0.100000 || INFO: {'lives': 0, 'episode_frame_number': 9739, 'frame_number': 21548031} |
^C	|| Reward 1.0 ||	|| Reward 1.0 ||
Training Interrupted...