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DataParallel(
(module): LAMBDANET(
(sub_mean): MeanShift(3, 3, kernel_size=(1, 1), stride=(1, 1))
(add_mean): MeanShift(3, 3, kernel_size=(1, 1), stride=(1, 1))
(head): Sequential(
(0): Conv2d(1, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
(body): Sequential(
(0): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(1): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(2): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(3): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(4): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(5): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(6): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(7): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(8): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(9): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(10): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(11): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(12): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(13): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(14): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(15): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(16): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(17): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(18): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(19): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(20): LambdaLayer(
(to_q): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
(to_k): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
(to_v): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
(norm_q): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
(norm_v): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
(pos_conv): Conv3d(4, 16, kernel_size=(1, 23, 23), stride=(1, 1, 1), padding=(0, 11, 11))
)
(21): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(22): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(23): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(24): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(25): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(26): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(27): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(28): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(29): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(30): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(31): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(32): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(33): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(34): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(35): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(36): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(37): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(38): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(39): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(40): ResBlock(
(body): Sequential(
(0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
(1): PReLU(num_parameters=1)
(2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
(41): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
(tail): Sequential(
(0): Conv2d(64, 1, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
)
)
[Epoch 1] Learning rate: 1.00e-4
[1600/16000] [L1: 0.4855] 30.7+0.5s
[3200/16000] [L1: 0.2744] 24.3+0.1s
[4800/16000] [L1: 0.1972] 24.7+0.1s
[6400/16000] [L1: 0.1568] 25.4+0.1s
[8000/16000] [L1: 0.1311] 24.7+0.1s
[9600/16000] [L1: 0.1137] 24.3+0.1s
[11200/16000] [L1: 0.1008] 24.7+0.0s
[12800/16000] [L1: 0.0909] 24.9+0.1s
[14400/16000] [L1: 0.0831] 24.4+0.1s
[16000/16000] [L1: 0.0769] 24.2+0.0s
Evaluation:
[DIV2K x40] PSNR: 30.665 (Best: 30.665 @epoch 1)
Forward: 9.32s
Saving...
Total: 10.52s
[Epoch 2] Learning rate: 1.00e-4
[1600/16000] [L1: 0.0193] 22.7+0.7s
[3200/16000] [L1: 0.0189] 22.0+0.0s
[4800/16000] [L1: 0.0186] 22.1+0.0s
[6400/16000] [L1: 0.0184] 22.6+0.0s
[8000/16000] [L1: 0.0180] 22.0+0.0s
[9600/16000] [L1: 0.0178] 23.9+0.1s
[11200/16000] [L1: 0.0176] 24.7+0.1s
[12800/16000] [L1: 0.0174] 24.0+0.0s
[14400/16000] [L1: 0.0173] 24.7+0.0s
[16000/16000] [L1: 0.0173] 21.7+0.0s
Evaluation:
[DIV2K x40] PSNR: 31.426 (Best: 31.426 @epoch 2)
Forward: 9.14s
Saving...
Total: 9.92s
[Epoch 3] Learning rate: 1.00e-4
[1600/16000] [L1: 0.0159] 25.3+0.7s
[3200/16000] [L1: 0.0159] 24.4+0.0s
[4800/16000] [L1: 0.0159] 23.9+0.0s
[6400/16000] [L1: 0.0157] 24.2+0.0s
[8000/16000] [L1: 0.0156] 24.6+0.0s
[9600/16000] [L1: 0.0155] 23.7+0.0s
[11200/16000] [L1: 0.0155] 20.3+0.0s
[12800/16000] [L1: 0.0155] 19.8+0.0s
[14400/16000] [L1: 0.0155] 24.3+0.0s
[16000/16000] [L1: 0.0154] 25.0+0.0s
Evaluation:
[DIV2K x40] PSNR: 31.976 (Best: 31.976 @epoch 3)
Forward: 9.12s
Saving...
Total: 9.66s
[Epoch 4] Learning rate: 1.00e-4
[1600/16000] [L1: 0.0151] 24.6+0.6s
[3200/16000] [L1: 0.0152] 24.8+0.1s
[4800/16000] [L1: 0.0151] 25.0+0.0s
[6400/16000] [L1: 0.0150] 21.8+0.0s
[8000/16000] [L1: 0.0150] 23.7+0.0s
[9600/16000] [L1: 0.0149] 20.3+0.0s
[11200/16000] [L1: 0.0150] 23.6+0.0s
[12800/16000] [L1: 0.0149] 22.2+0.0s
[14400/16000] [L1: 0.0149] 19.7+0.0s
[16000/16000] [L1: 0.0149] 21.1+0.0s
Evaluation:
[DIV2K x40] PSNR: 31.581 (Best: 31.976 @epoch 3)
Forward: 8.99s
Saving...
Total: 9.62s
[Epoch 5] Learning rate: 1.00e-4
[1600/16000] [L1: 0.0150] 23.9+0.6s
[3200/16000] [L1: 0.0149] 22.7+0.0s
[4800/16000] [L1: 0.0148] 23.2+0.0s
[6400/16000] [L1: 0.0147] 24.4+0.0s
[8000/16000] [L1: 0.0147] 25.0+0.0s
[9600/16000] [L1: 0.0147] 24.3+0.0s
[11200/16000] [L1: 0.0149] 24.8+0.0s
[12800/16000] [L1: 0.0148] 20.6+0.0s
[14400/16000] [L1: 0.0147] 21.4+0.0s
[16000/16000] [L1: 0.0146] 24.9+0.0s
Evaluation:
[DIV2K x40] PSNR: 32.252 (Best: 32.252 @epoch 5)
Forward: 9.09s
Saving...
Total: 9.77s
[Epoch 6] Learning rate: 1.00e-4
[1600/16000] [L1: 0.0139] 25.4+0.6s
[3200/16000] [L1: 0.0140] 23.3+0.0s
[4800/16000] [L1: 0.0140] 25.3+0.1s
[6400/16000] [L1: 0.0140] 24.2+0.0s
[8000/16000] [L1: 0.0141] 22.5+0.0s
[9600/16000] [L1: 0.0141] 22.3+0.0s
[11200/16000] [L1: 0.0141] 21.6+0.0s
[12800/16000] [L1: 0.0141] 22.8+0.0s
[14400/16000] [L1: 0.0141] 24.6+0.0s
[16000/16000] [L1: 0.0141] 24.7+0.0s
Evaluation:
[DIV2K x40] PSNR: 32.172 (Best: 32.252 @epoch 5)
Forward: 9.02s
Saving...
Total: 9.68s
[Epoch 7] Learning rate: 1.00e-4
[1600/16000] [L1: 0.0141] 25.3+0.6s
[3200/16000] [L1: 0.0140] 21.1+0.0s
[4800/16000] [L1: 0.0141] 19.6+0.0s
[6400/16000] [L1: 0.0141] 20.4+0.0s
[8000/16000] [L1: 0.0142] 23.0+0.0s
[9600/16000] [L1: 0.0142] 24.2+0.0s
[11200/16000] [L1: 0.0142] 23.9+0.0s
[12800/16000] [L1: 0.0142] 24.8+0.1s
[14400/16000] [L1: 0.0141] 25.2+0.0s
[16000/16000] [L1: 0.0141] 25.1+0.0s
Evaluation:
[DIV2K x40] PSNR: 32.528 (Best: 32.528 @epoch 7)
Forward: 9.05s
Saving...
Total: 9.71s
[Epoch 8] Learning rate: 1.00e-4
[1600/16000] [L1: 0.0138] 24.5+0.6s
[3200/16000] [L1: 0.0137] 23.3+0.0s
[4800/16000] [L1: 0.0137] 20.2+0.0s
[6400/16000] [L1: 0.0137] 20.6+0.0s
[8000/16000] [L1: 0.0138] 23.9+0.0s
[9600/16000] [L1: 0.0137] 23.7+0.0s
[11200/16000] [L1: 0.0137] 19.8+0.0s
[12800/16000] [L1: 0.0137] 24.7+0.0s
[14400/16000] [L1: 0.0137] 23.7+0.0s
[16000/16000] [L1: 0.0136] 23.9+0.0s
Evaluation:
[DIV2K x40] PSNR: 32.564 (Best: 32.564 @epoch 8)
Forward: 9.20s
Saving...
Total: 9.75s
[Epoch 9] Learning rate: 1.00e-4
[1600/16000] [L1: 0.0138] 21.7+0.6s
[3200/16000] [L1: 0.0136] 21.5+0.0s
[4800/16000] [L1: 0.0137] 24.4+0.0s
[6400/16000] [L1: 0.0136] 24.0+0.0s
[8000/16000] [L1: 0.0135] 21.6+0.0s
[9600/16000] [L1: 0.0136] 21.7+0.0s
[11200/16000] [L1: 0.0136] 21.3+0.0s
[12800/16000] [L1: 0.0135] 21.2+0.0s
[14400/16000] [L1: 0.0135] 21.4+0.0s
[16000/16000] [L1: 0.0135] 23.9+0.0s
Evaluation:
[DIV2K x40] PSNR: 32.584 (Best: 32.584 @epoch 9)
Forward: 9.03s
Saving...
Total: 9.80s
[Epoch 10] Learning rate: 1.00e-4
[1600/16000] [L1: 0.1595] 24.1+0.7s
[3200/16000] [L1: inf] 22.6+0.1s
[4800/16000] [L1: inf] 21.7+0.1s
[6400/16000] [L1: nan] 21.7+0.1s
[8000/16000] [L1: nan] 21.5+0.1s
[9600/16000] [L1: nan] 21.7+0.0s
[11200/16000] [L1: nan] 21.3+0.0s
[12800/16000] [L1: nan] 21.6+0.1s
[14400/16000] [L1: nan] 21.6+0.1s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.93s
[Epoch 11] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.4+0.6s
[3200/16000] [L1: nan] 18.6+0.0s
[4800/16000] [L1: nan] 19.3+0.0s
[6400/16000] [L1: nan] 17.9+0.0s
[8000/16000] [L1: nan] 20.6+0.0s
[9600/16000] [L1: nan] 20.2+0.1s
[11200/16000] [L1: nan] 19.9+0.1s
[12800/16000] [L1: nan] 19.1+0.0s
[14400/16000] [L1: nan] 18.1+0.0s
[16000/16000] [L1: nan] 20.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.18s
Saving...
Total: 9.76s
[Epoch 12] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.9+0.5s
[3200/16000] [L1: nan] 21.0+0.0s
[4800/16000] [L1: nan] 18.4+0.0s
[6400/16000] [L1: nan] 21.1+0.1s
[8000/16000] [L1: nan] 19.8+0.0s
[9600/16000] [L1: nan] 19.1+0.0s
[11200/16000] [L1: nan] 20.7+0.1s
[12800/16000] [L1: nan] 20.4+0.0s
[14400/16000] [L1: nan] 19.2+0.1s
[16000/16000] [L1: nan] 19.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.80s
[Epoch 13] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.8+0.6s
[3200/16000] [L1: nan] 20.9+0.0s
[4800/16000] [L1: nan] 20.5+0.1s
[6400/16000] [L1: nan] 17.6+0.0s
[8000/16000] [L1: nan] 18.5+0.0s
[9600/16000] [L1: nan] 19.4+0.0s
[11200/16000] [L1: nan] 19.7+0.1s
[12800/16000] [L1: nan] 21.0+0.1s
[14400/16000] [L1: nan] 17.3+0.0s
[16000/16000] [L1: nan] 19.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.82s
[Epoch 14] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.2+0.7s
[3200/16000] [L1: nan] 20.9+0.0s
[4800/16000] [L1: nan] 21.1+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 20.8+0.0s
[9600/16000] [L1: nan] 21.2+0.0s
[11200/16000] [L1: nan] 20.3+0.0s
[12800/16000] [L1: nan] 20.6+0.0s
[14400/16000] [L1: nan] 21.5+0.1s
[16000/16000] [L1: nan] 18.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.62s
[Epoch 15] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.7s
[3200/16000] [L1: nan] 21.8+0.0s
[4800/16000] [L1: nan] 21.9+0.1s
[6400/16000] [L1: nan] 19.3+0.0s
[8000/16000] [L1: nan] 20.6+0.1s
[9600/16000] [L1: nan] 21.3+0.1s
[11200/16000] [L1: nan] 20.9+0.0s
[12800/16000] [L1: nan] 21.4+0.1s
[14400/16000] [L1: nan] 21.4+0.1s
[16000/16000] [L1: nan] 21.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.74s
[Epoch 16] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.3+0.6s
[3200/16000] [L1: nan] 18.5+0.0s
[4800/16000] [L1: nan] 20.0+0.0s
[6400/16000] [L1: nan] 22.1+0.0s
[8000/16000] [L1: nan] 21.6+0.0s
[9600/16000] [L1: nan] 21.3+0.0s
[11200/16000] [L1: nan] 20.9+0.0s
[12800/16000] [L1: nan] 21.4+0.0s
[14400/16000] [L1: nan] 21.1+0.0s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.75s
[Epoch 17] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.0+0.6s
[3200/16000] [L1: nan] 21.2+0.0s
[4800/16000] [L1: nan] 22.0+0.1s
[6400/16000] [L1: nan] 22.1+0.0s
[8000/16000] [L1: nan] 21.9+0.0s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 22.3+0.1s
[12800/16000] [L1: nan] 21.7+0.1s
[14400/16000] [L1: nan] 20.0+0.0s
[16000/16000] [L1: nan] 21.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.78s
[Epoch 18] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.3+0.6s
[3200/16000] [L1: nan] 20.5+0.1s
[4800/16000] [L1: nan] 20.0+0.0s
[6400/16000] [L1: nan] 19.0+0.0s
[8000/16000] [L1: nan] 20.0+0.1s
[9600/16000] [L1: nan] 18.5+0.0s
[11200/16000] [L1: nan] 20.9+0.0s
[12800/16000] [L1: nan] 21.6+0.0s
[14400/16000] [L1: nan] 21.9+0.0s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.80s
[Epoch 19] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.6s
[3200/16000] [L1: nan] 21.6+0.0s
[4800/16000] [L1: nan] 22.0+0.0s
[6400/16000] [L1: nan] 21.9+0.0s
[8000/16000] [L1: nan] 21.2+0.0s
[9600/16000] [L1: nan] 20.5+0.0s
[11200/16000] [L1: nan] 20.4+0.1s
[12800/16000] [L1: nan] 19.6+0.0s
[14400/16000] [L1: nan] 19.1+0.0s
[16000/16000] [L1: nan] 19.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.99s
Saving...
Total: 9.74s
[Epoch 20] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.9+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 20.5+0.0s
[8000/16000] [L1: nan] 20.9+0.1s
[9600/16000] [L1: nan] 21.2+0.1s
[11200/16000] [L1: nan] 21.2+0.1s
[12800/16000] [L1: nan] 21.3+0.1s
[14400/16000] [L1: nan] 22.4+0.0s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.97s
Saving...
Total: 9.60s
[Epoch 21] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.8+0.6s
[3200/16000] [L1: nan] 22.0+0.0s
[4800/16000] [L1: nan] 21.1+0.0s
[6400/16000] [L1: nan] 19.8+0.0s
[8000/16000] [L1: nan] 20.2+0.0s
[9600/16000] [L1: nan] 20.2+0.0s
[11200/16000] [L1: nan] 20.1+0.0s
[12800/16000] [L1: nan] 21.8+0.1s
[14400/16000] [L1: nan] 20.8+0.0s
[16000/16000] [L1: nan] 22.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.01s
Saving...
Total: 9.68s
[Epoch 22] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.5+0.7s
[3200/16000] [L1: nan] 19.9+0.0s
[4800/16000] [L1: nan] 20.4+0.0s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 22.0+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 21.5+0.1s
[14400/16000] [L1: nan] 19.9+0.0s
[16000/16000] [L1: nan] 21.5+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.68s
[Epoch 23] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.0+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 22.1+0.1s
[9600/16000] [L1: nan] 19.3+0.0s
[11200/16000] [L1: nan] 20.2+0.0s
[12800/16000] [L1: nan] 20.0+0.0s
[14400/16000] [L1: nan] 19.9+0.0s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.55s
[Epoch 24] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.7+0.6s
[3200/16000] [L1: nan] 18.8+0.0s
[4800/16000] [L1: nan] 17.9+0.0s
[6400/16000] [L1: nan] 17.4+0.0s
[8000/16000] [L1: nan] 17.8+0.0s
[9600/16000] [L1: nan] 21.0+0.0s
[11200/16000] [L1: nan] 21.6+0.0s
[12800/16000] [L1: nan] 21.4+0.0s
[14400/16000] [L1: nan] 21.7+0.0s
[16000/16000] [L1: nan] 21.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.01s
Saving...
Total: 9.54s
[Epoch 25] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.2+0.6s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 20.8+0.1s
[6400/16000] [L1: nan] 19.6+0.0s
[8000/16000] [L1: nan] 21.2+0.1s
[9600/16000] [L1: nan] 21.6+0.1s
[11200/16000] [L1: nan] 21.9+0.1s
[12800/16000] [L1: nan] 21.5+0.1s
[14400/16000] [L1: nan] 21.3+0.1s
[16000/16000] [L1: nan] 20.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.85s
[Epoch 26] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.8+0.6s
[3200/16000] [L1: nan] 18.7+0.0s
[4800/16000] [L1: nan] 18.7+0.0s
[6400/16000] [L1: nan] 18.6+0.0s
[8000/16000] [L1: nan] 20.3+0.0s
[9600/16000] [L1: nan] 21.3+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 21.8+0.0s
[14400/16000] [L1: nan] 21.3+0.1s
[16000/16000] [L1: nan] 18.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.80s
[Epoch 27] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 21.2+0.0s
[4800/16000] [L1: nan] 21.2+0.1s
[6400/16000] [L1: nan] 21.2+0.0s
[8000/16000] [L1: nan] 21.3+0.0s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 22.1+0.0s
[12800/16000] [L1: nan] 21.7+0.0s
[14400/16000] [L1: nan] 21.0+0.0s
[16000/16000] [L1: nan] 22.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.99s
Saving...
Total: 9.52s
[Epoch 28] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.4+0.6s
[3200/16000] [L1: nan] 21.4+0.1s
[4800/16000] [L1: nan] 22.3+0.1s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 21.1+0.0s
[11200/16000] [L1: nan] 21.1+0.0s
[12800/16000] [L1: nan] 20.0+0.0s
[14400/16000] [L1: nan] 20.7+0.0s
[16000/16000] [L1: nan] 19.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.97s
Saving...
Total: 9.50s
[Epoch 29] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.4+0.6s
[3200/16000] [L1: nan] 20.7+0.0s
[4800/16000] [L1: nan] 21.9+0.1s
[6400/16000] [L1: nan] 21.9+0.1s
[8000/16000] [L1: nan] 19.8+0.0s
[9600/16000] [L1: nan] 18.8+0.0s
[11200/16000] [L1: nan] 20.6+0.0s
[12800/16000] [L1: nan] 20.8+0.0s
[14400/16000] [L1: nan] 21.3+0.1s
[16000/16000] [L1: nan] 18.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.98s
Saving...
Total: 9.54s
[Epoch 30] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.4+0.6s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.7+0.1s
[8000/16000] [L1: nan] 22.3+0.1s
[9600/16000] [L1: nan] 22.1+0.1s
[11200/16000] [L1: nan] 20.1+0.1s
[12800/16000] [L1: nan] 21.1+0.1s
[14400/16000] [L1: nan] 21.4+0.1s
[16000/16000] [L1: nan] 21.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.99s
Saving...
Total: 9.52s
[Epoch 31] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 22.0+0.0s
[4800/16000] [L1: nan] 22.1+0.1s
[6400/16000] [L1: nan] 18.9+0.0s
[8000/16000] [L1: nan] 18.8+0.0s
[9600/16000] [L1: nan] 19.8+0.0s
[11200/16000] [L1: nan] 20.1+0.1s
[12800/16000] [L1: nan] 21.8+0.0s
[14400/16000] [L1: nan] 21.7+0.0s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.72s
[Epoch 32] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.7s
[3200/16000] [L1: nan] 22.5+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 21.4+0.1s
[8000/16000] [L1: nan] 22.1+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 21.9+0.0s
[12800/16000] [L1: nan] 20.8+0.0s
[14400/16000] [L1: nan] 20.2+0.0s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.12s
Saving...
Total: 9.78s
[Epoch 33] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.5+0.8s
[3200/16000] [L1: nan] 22.6+0.1s
[4800/16000] [L1: nan] 21.9+0.1s
[6400/16000] [L1: nan] 21.1+0.1s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 21.7+0.0s
[12800/16000] [L1: nan] 21.4+0.1s
[14400/16000] [L1: nan] 21.3+0.0s
[16000/16000] [L1: nan] 21.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.73s
[Epoch 34] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.9+0.7s
[3200/16000] [L1: nan] 21.3+0.1s
[4800/16000] [L1: nan] 21.6+0.1s
[6400/16000] [L1: nan] 20.6+0.0s
[8000/16000] [L1: nan] 19.7+0.0s
[9600/16000] [L1: nan] 20.1+0.0s
[11200/16000] [L1: nan] 21.7+0.0s
[12800/16000] [L1: nan] 21.5+0.0s
[14400/16000] [L1: nan] 21.8+0.0s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.70s
[Epoch 35] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 21.7+0.1s
[8000/16000] [L1: nan] 21.5+0.0s
[9600/16000] [L1: nan] 22.0+0.0s
[11200/16000] [L1: nan] 21.4+0.1s
[12800/16000] [L1: nan] 18.9+0.0s
[14400/16000] [L1: nan] 17.5+0.0s
[16000/16000] [L1: nan] 18.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.99s
Saving...
Total: 9.49s
[Epoch 36] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.9+0.5s
[3200/16000] [L1: nan] 19.8+0.0s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 22.1+0.1s
[8000/16000] [L1: nan] 22.3+0.1s
[9600/16000] [L1: nan] 22.3+0.1s
[11200/16000] [L1: nan] 21.8+0.1s
[12800/16000] [L1: nan] 19.6+0.0s
[14400/16000] [L1: nan] 20.3+0.0s
[16000/16000] [L1: nan] 19.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.65s
[Epoch 37] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.7s
[3200/16000] [L1: nan] 21.7+0.1s
[4800/16000] [L1: nan] 20.4+0.0s
[6400/16000] [L1: nan] 19.5+0.0s
[8000/16000] [L1: nan] 21.1+0.1s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 20.5+0.0s
[12800/16000] [L1: nan] 21.2+0.0s
[14400/16000] [L1: nan] 20.6+0.0s
[16000/16000] [L1: nan] 21.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.80s
[Epoch 38] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.1+0.7s
[3200/16000] [L1: nan] 21.7+0.1s
[4800/16000] [L1: nan] 21.6+0.0s
[6400/16000] [L1: nan] 21.4+0.0s
[8000/16000] [L1: nan] 20.3+0.0s
[9600/16000] [L1: nan] 20.2+0.0s
[11200/16000] [L1: nan] 21.3+0.0s
[12800/16000] [L1: nan] 21.3+0.0s
[14400/16000] [L1: nan] 20.9+0.0s
[16000/16000] [L1: nan] 20.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.11s
Saving...
Total: 9.66s
[Epoch 39] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.7s
[3200/16000] [L1: nan] 21.0+0.0s
[4800/16000] [L1: nan] 20.4+0.0s
[6400/16000] [L1: nan] 20.2+0.0s
[8000/16000] [L1: nan] 22.1+0.0s
[9600/16000] [L1: nan] 21.6+0.1s
[11200/16000] [L1: nan] 19.5+0.0s
[12800/16000] [L1: nan] 19.2+0.0s
[14400/16000] [L1: nan] 18.3+0.0s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.75s
[Epoch 40] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.2+0.1s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 21.6+0.1s
[11200/16000] [L1: nan] 20.8+0.1s
[12800/16000] [L1: nan] 21.0+0.1s
[14400/16000] [L1: nan] 20.9+0.1s
[16000/16000] [L1: nan] 21.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.59s
[Epoch 41] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.4+0.6s
[3200/16000] [L1: nan] 22.5+0.1s
[4800/16000] [L1: nan] 22.2+0.1s
[6400/16000] [L1: nan] 22.1+0.1s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 22.1+0.1s
[12800/16000] [L1: nan] 22.2+0.0s
[14400/16000] [L1: nan] 22.2+0.1s
[16000/16000] [L1: nan] 22.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.60s
[Epoch 42] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.9+0.6s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 21.9+0.1s
[6400/16000] [L1: nan] 21.6+0.1s
[8000/16000] [L1: nan] 20.2+0.0s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 21.5+0.1s
[12800/16000] [L1: nan] 21.6+0.1s
[14400/16000] [L1: nan] 22.1+0.1s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.62s
[Epoch 43] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 20.6+0.1s
[4800/16000] [L1: nan] 20.3+0.1s
[6400/16000] [L1: nan] 20.9+0.1s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 22.0+0.0s
[11200/16000] [L1: nan] 21.2+0.0s
[12800/16000] [L1: nan] 21.4+0.1s
[14400/16000] [L1: nan] 22.0+0.1s
[16000/16000] [L1: nan] 21.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.51s
[Epoch 44] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.9+0.6s
[3200/16000] [L1: nan] 18.6+0.0s
[4800/16000] [L1: nan] 18.7+0.0s
[6400/16000] [L1: nan] 18.9+0.0s
[8000/16000] [L1: nan] 18.7+0.0s
[9600/16000] [L1: nan] 18.5+0.0s
[11200/16000] [L1: nan] 20.0+0.0s
[12800/16000] [L1: nan] 20.1+0.0s
[14400/16000] [L1: nan] 19.8+0.0s
[16000/16000] [L1: nan] 20.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.76s
[Epoch 45] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.3+0.6s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 20.8+0.0s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 22.5+0.1s
[9600/16000] [L1: nan] 22.2+0.1s
[11200/16000] [L1: nan] 19.7+0.0s
[12800/16000] [L1: nan] 19.5+0.0s
[14400/16000] [L1: nan] 22.2+0.1s
[16000/16000] [L1: nan] 22.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.75s
[Epoch 46] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.1+0.7s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 21.4+0.0s
[6400/16000] [L1: nan] 20.4+0.0s
[8000/16000] [L1: nan] 18.5+0.0s
[9600/16000] [L1: nan] 19.3+0.0s
[11200/16000] [L1: nan] 20.6+0.0s
[12800/16000] [L1: nan] 22.2+0.1s
[14400/16000] [L1: nan] 21.4+0.1s
[16000/16000] [L1: nan] 21.1+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.70s
[Epoch 47] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.6s
[3200/16000] [L1: nan] 22.2+0.1s
[4800/16000] [L1: nan] 21.9+0.1s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 22.2+0.1s
[9600/16000] [L1: nan] 21.1+0.1s
[11200/16000] [L1: nan] 21.9+0.0s
[12800/16000] [L1: nan] 21.8+0.0s
[14400/16000] [L1: nan] 20.6+0.0s
[16000/16000] [L1: nan] 20.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.98s
Saving...
Total: 9.58s
[Epoch 48] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.0+0.6s
[3200/16000] [L1: nan] 21.3+0.0s
[4800/16000] [L1: nan] 21.5+0.0s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 19.5+0.0s
[9600/16000] [L1: nan] 18.6+0.0s
[11200/16000] [L1: nan] 18.6+0.0s
[12800/16000] [L1: nan] 21.0+0.1s
[14400/16000] [L1: nan] 21.7+0.1s
[16000/16000] [L1: nan] 21.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.97s
Saving...
Total: 9.68s
[Epoch 49] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.6s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 22.4+0.1s
[6400/16000] [L1: nan] 21.2+0.0s
[8000/16000] [L1: nan] 20.0+0.0s
[9600/16000] [L1: nan] 21.9+0.1s
[11200/16000] [L1: nan] 22.2+0.0s
[12800/16000] [L1: nan] 20.0+0.0s
[14400/16000] [L1: nan] 19.1+0.0s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.63s
[Epoch 50] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.7s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 22.4+0.1s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 21.7+0.1s
[9600/16000] [L1: nan] 20.4+0.1s
[11200/16000] [L1: nan] 17.3+0.0s
[12800/16000] [L1: nan] 17.4+0.0s
[14400/16000] [L1: nan] 20.7+0.1s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.01s
Saving...
Total: 9.65s
[Epoch 51] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.1+0.7s
[3200/16000] [L1: nan] 20.9+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 20.1+0.0s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 21.9+0.0s
[11200/16000] [L1: nan] 21.7+0.0s
[12800/16000] [L1: nan] 21.8+0.1s
[14400/16000] [L1: nan] 21.7+0.1s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.57s
[Epoch 52] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.6s
[3200/16000] [L1: nan] 20.1+0.0s
[4800/16000] [L1: nan] 21.0+0.1s
[6400/16000] [L1: nan] 21.1+0.1s
[8000/16000] [L1: nan] 22.0+0.1s
[9600/16000] [L1: nan] 21.2+0.1s
[11200/16000] [L1: nan] 21.2+0.0s
[12800/16000] [L1: nan] 21.5+0.0s
[14400/16000] [L1: nan] 20.5+0.0s
[16000/16000] [L1: nan] 21.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.76s
[Epoch 53] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.1+0.7s
[3200/16000] [L1: nan] 19.6+0.0s
[4800/16000] [L1: nan] 18.6+0.0s
[6400/16000] [L1: nan] 18.2+0.0s
[8000/16000] [L1: nan] 17.7+0.0s
[9600/16000] [L1: nan] 17.2+0.0s
[11200/16000] [L1: nan] 20.9+0.0s
[12800/16000] [L1: nan] 18.1+0.0s
[14400/16000] [L1: nan] 18.7+0.0s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.60s
[Epoch 54] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.6s
[3200/16000] [L1: nan] 21.3+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 21.5+0.1s
[9600/16000] [L1: nan] 22.5+0.1s
[11200/16000] [L1: nan] 21.6+0.0s
[12800/16000] [L1: nan] 19.2+0.0s
[14400/16000] [L1: nan] 21.4+0.1s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.99s
Saving...
Total: 9.59s
[Epoch 55] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.6s
[3200/16000] [L1: nan] 21.2+0.1s
[4800/16000] [L1: nan] 21.0+0.1s
[6400/16000] [L1: nan] 22.1+0.1s
[8000/16000] [L1: nan] 20.4+0.0s
[9600/16000] [L1: nan] 19.7+0.0s
[11200/16000] [L1: nan] 20.8+0.0s
[12800/16000] [L1: nan] 21.3+0.1s
[14400/16000] [L1: nan] 19.4+0.0s
[16000/16000] [L1: nan] 18.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.56s
[Epoch 56] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 21.9+0.1s
[8000/16000] [L1: nan] 21.2+0.1s
[9600/16000] [L1: nan] 21.1+0.1s
[11200/16000] [L1: nan] 20.5+0.0s
[12800/16000] [L1: nan] 21.5+0.1s
[14400/16000] [L1: nan] 20.7+0.0s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.11s
Saving...
Total: 9.62s
[Epoch 57] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.9+0.6s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 21.6+0.1s
[6400/16000] [L1: nan] 20.9+0.0s
[8000/16000] [L1: nan] 20.5+0.0s
[9600/16000] [L1: nan] 21.9+0.1s
[11200/16000] [L1: nan] 21.9+0.0s
[12800/16000] [L1: nan] 22.5+0.1s
[14400/16000] [L1: nan] 21.7+0.1s
[16000/16000] [L1: nan] 19.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.65s
[Epoch 58] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.8+0.6s
[3200/16000] [L1: nan] 20.0+0.0s
[4800/16000] [L1: nan] 21.5+0.1s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 19.6+0.0s
[9600/16000] [L1: nan] 20.6+0.0s
[11200/16000] [L1: nan] 21.4+0.1s
[12800/16000] [L1: nan] 21.1+0.1s
[14400/16000] [L1: nan] 19.2+0.0s
[16000/16000] [L1: nan] 18.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.67s
[Epoch 59] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.8+0.6s
[3200/16000] [L1: nan] 20.8+0.1s
[4800/16000] [L1: nan] 21.2+0.1s
[6400/16000] [L1: nan] 18.6+0.0s
[8000/16000] [L1: nan] 20.8+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 21.9+0.1s
[12800/16000] [L1: nan] 21.7+0.1s
[14400/16000] [L1: nan] 20.3+0.0s
[16000/16000] [L1: nan] 21.7+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.65s
[Epoch 60] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.8+0.6s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 21.9+0.1s
[6400/16000] [L1: nan] 21.0+0.0s
[8000/16000] [L1: nan] 19.6+0.0s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 21.9+0.1s
[12800/16000] [L1: nan] 21.7+0.1s
[14400/16000] [L1: nan] 21.1+0.1s
[16000/16000] [L1: nan] 20.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.13s
Saving...
Total: 9.64s
[Epoch 61] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.1+0.6s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 21.2+0.1s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 20.8+0.0s
[9600/16000] [L1: nan] 19.8+0.0s
[11200/16000] [L1: nan] 20.9+0.1s
[12800/16000] [L1: nan] 21.1+0.0s
[14400/16000] [L1: nan] 22.1+0.1s
[16000/16000] [L1: nan] 21.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.68s
[Epoch 62] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.7s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 21.0+0.1s
[6400/16000] [L1: nan] 21.1+0.1s
[8000/16000] [L1: nan] 21.2+0.1s
[9600/16000] [L1: nan] 20.9+0.1s
[11200/16000] [L1: nan] 21.5+0.0s
[12800/16000] [L1: nan] 20.8+0.0s
[14400/16000] [L1: nan] 22.0+0.0s
[16000/16000] [L1: nan] 21.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.98s
Saving...
Total: 9.59s
[Epoch 63] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.1+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.4+0.1s
[8000/16000] [L1: nan] 21.4+0.1s
[9600/16000] [L1: nan] 21.6+0.1s
[11200/16000] [L1: nan] 21.2+0.1s
[12800/16000] [L1: nan] 20.8+0.1s
[14400/16000] [L1: nan] 21.1+0.1s
[16000/16000] [L1: nan] 21.7+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.14s
Saving...
Total: 9.68s
[Epoch 64] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.7+0.6s
[3200/16000] [L1: nan] 18.9+0.0s
[4800/16000] [L1: nan] 18.3+0.0s
[6400/16000] [L1: nan] 20.4+0.1s
[8000/16000] [L1: nan] 19.8+0.0s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 19.6+0.0s
[12800/16000] [L1: nan] 19.5+0.0s
[14400/16000] [L1: nan] 19.3+0.0s
[16000/16000] [L1: nan] 19.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.97s
Saving...
Total: 9.74s
[Epoch 65] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.5+0.6s
[3200/16000] [L1: nan] 21.4+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 19.5+0.0s
[8000/16000] [L1: nan] 22.2+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 20.5+0.0s
[12800/16000] [L1: nan] 20.5+0.0s
[14400/16000] [L1: nan] 20.9+0.0s
[16000/16000] [L1: nan] 22.0+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.59s
[Epoch 66] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.4+0.6s
[3200/16000] [L1: nan] 19.9+0.1s
[4800/16000] [L1: nan] 21.1+0.1s
[6400/16000] [L1: nan] 19.9+0.0s
[8000/16000] [L1: nan] 19.4+0.0s
[9600/16000] [L1: nan] 20.9+0.1s
[11200/16000] [L1: nan] 21.6+0.0s
[12800/16000] [L1: nan] 20.1+0.0s
[14400/16000] [L1: nan] 20.6+0.1s
[16000/16000] [L1: nan] 20.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.98s
Saving...
Total: 9.58s
[Epoch 67] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.2+0.6s
[3200/16000] [L1: nan] 21.3+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 21.4+0.0s
[8000/16000] [L1: nan] 21.3+0.1s
[9600/16000] [L1: nan] 21.0+0.1s
[11200/16000] [L1: nan] 18.9+0.0s
[12800/16000] [L1: nan] 20.4+0.0s
[14400/16000] [L1: nan] 21.0+0.1s
[16000/16000] [L1: nan] 21.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.72s
[Epoch 68] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.6s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 21.1+0.1s
[6400/16000] [L1: nan] 20.7+0.1s
[8000/16000] [L1: nan] 20.4+0.0s
[9600/16000] [L1: nan] 19.5+0.0s
[11200/16000] [L1: nan] 18.9+0.0s
[12800/16000] [L1: nan] 20.5+0.1s
[14400/16000] [L1: nan] 18.8+0.0s
[16000/16000] [L1: nan] 19.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.65s
[Epoch 69] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.0+0.7s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 22.2+0.1s
[6400/16000] [L1: nan] 21.6+0.1s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 20.8+0.0s
[12800/16000] [L1: nan] 21.2+0.1s
[14400/16000] [L1: nan] 19.2+0.0s
[16000/16000] [L1: nan] 18.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.98s
Saving...
Total: 9.67s
[Epoch 70] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.1+0.6s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 20.3+0.0s
[6400/16000] [L1: nan] 19.2+0.0s
[8000/16000] [L1: nan] 18.9+0.0s
[9600/16000] [L1: nan] 16.4+0.0s
[11200/16000] [L1: nan] 16.9+0.0s
[12800/16000] [L1: nan] 18.8+0.0s
[14400/16000] [L1: nan] 22.3+0.1s
[16000/16000] [L1: nan] 19.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.67s
[Epoch 71] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.1+0.7s
[3200/16000] [L1: nan] 22.2+0.1s
[4800/16000] [L1: nan] 21.2+0.0s
[6400/16000] [L1: nan] 21.3+0.0s
[8000/16000] [L1: nan] 22.0+0.1s
[9600/16000] [L1: nan] 21.9+0.1s
[11200/16000] [L1: nan] 22.3+0.1s
[12800/16000] [L1: nan] 22.3+0.0s
[14400/16000] [L1: nan] 20.7+0.0s
[16000/16000] [L1: nan] 20.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.96s
Saving...
Total: 9.60s
[Epoch 72] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.2+0.7s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 21.5+0.1s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 21.9+0.0s
[9600/16000] [L1: nan] 22.0+0.0s
[11200/16000] [L1: nan] 22.1+0.1s
[12800/16000] [L1: nan] 22.2+0.1s
[14400/16000] [L1: nan] 21.9+0.1s
[16000/16000] [L1: nan] 21.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.66s
[Epoch 73] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.5+0.6s
[3200/16000] [L1: nan] 21.7+0.1s
[4800/16000] [L1: nan] 22.1+0.1s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 21.6+0.1s
[12800/16000] [L1: nan] 20.5+0.0s
[14400/16000] [L1: nan] 19.7+0.0s
[16000/16000] [L1: nan] 20.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.61s
[Epoch 74] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 21.3+0.1s
[4800/16000] [L1: nan] 20.1+0.0s
[6400/16000] [L1: nan] 21.4+0.1s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 22.1+0.1s
[12800/16000] [L1: nan] 19.7+0.1s
[14400/16000] [L1: nan] 20.6+0.1s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.69s
[Epoch 75] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.3+0.7s
[3200/16000] [L1: nan] 21.3+0.1s
[4800/16000] [L1: nan] 19.9+0.1s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 21.7+0.1s
[9600/16000] [L1: nan] 22.1+0.1s
[11200/16000] [L1: nan] 22.2+0.0s
[12800/16000] [L1: nan] 21.8+0.1s
[14400/16000] [L1: nan] 19.8+0.0s
[16000/16000] [L1: nan] 19.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.96s
Saving...
Total: 9.46s
[Epoch 76] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.5+0.6s
[3200/16000] [L1: nan] 19.8+0.0s
[4800/16000] [L1: nan] 20.4+0.0s
[6400/16000] [L1: nan] 21.6+0.1s
[8000/16000] [L1: nan] 22.1+0.1s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 20.1+0.0s
[12800/16000] [L1: nan] 20.7+0.1s
[14400/16000] [L1: nan] 19.4+0.0s
[16000/16000] [L1: nan] 19.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.98s
Saving...
Total: 9.49s
[Epoch 77] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.8+0.6s
[3200/16000] [L1: nan] 21.7+0.1s
[4800/16000] [L1: nan] 20.9+0.1s
[6400/16000] [L1: nan] 20.4+0.0s
[8000/16000] [L1: nan] 21.7+0.1s
[9600/16000] [L1: nan] 21.8+0.0s
[11200/16000] [L1: nan] 21.7+0.1s
[12800/16000] [L1: nan] 20.6+0.0s
[14400/16000] [L1: nan] 20.2+0.0s
[16000/16000] [L1: nan] 17.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.67s
[Epoch 78] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.0+0.6s
[3200/16000] [L1: nan] 20.2+0.0s
[4800/16000] [L1: nan] 21.0+0.1s
[6400/16000] [L1: nan] 21.1+0.1s
[8000/16000] [L1: nan] 21.5+0.1s
[9600/16000] [L1: nan] 19.8+0.0s
[11200/16000] [L1: nan] 19.9+0.0s
[12800/16000] [L1: nan] 19.9+0.0s
[14400/16000] [L1: nan] 20.9+0.0s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.68s
[Epoch 79] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.1+0.8s
[3200/16000] [L1: nan] 20.1+0.0s
[4800/16000] [L1: nan] 19.5+0.0s
[6400/16000] [L1: nan] 21.4+0.1s
[8000/16000] [L1: nan] 22.0+0.1s
[9600/16000] [L1: nan] 21.8+0.1s
[11200/16000] [L1: nan] 21.3+0.1s
[12800/16000] [L1: nan] 20.5+0.1s
[14400/16000] [L1: nan] 17.7+0.1s
[16000/16000] [L1: nan] 18.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.12s
Saving...
Total: 9.77s
[Epoch 80] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.9+0.7s
[3200/16000] [L1: nan] 21.0+0.1s
[4800/16000] [L1: nan] 20.8+0.1s
[6400/16000] [L1: nan] 21.6+0.1s
[8000/16000] [L1: nan] 21.5+0.1s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 21.7+0.0s
[12800/16000] [L1: nan] 21.4+0.0s
[14400/16000] [L1: nan] 19.0+0.0s
[16000/16000] [L1: nan] 19.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.67s
[Epoch 81] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.6s
[3200/16000] [L1: nan] 21.2+0.1s
[4800/16000] [L1: nan] 20.8+0.1s
[6400/16000] [L1: nan] 20.5+0.0s
[8000/16000] [L1: nan] 21.1+0.1s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 20.2+0.0s
[12800/16000] [L1: nan] 20.2+0.1s
[14400/16000] [L1: nan] 21.1+0.1s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.09s
Saving...
Total: 9.66s
[Epoch 82] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.6s
[3200/16000] [L1: nan] 18.6+0.0s
[4800/16000] [L1: nan] 20.2+0.1s
[6400/16000] [L1: nan] 20.8+0.0s
[8000/16000] [L1: nan] 21.7+0.1s
[9600/16000] [L1: nan] 20.0+0.0s
[11200/16000] [L1: nan] 20.6+0.0s
[12800/16000] [L1: nan] 19.8+0.0s
[14400/16000] [L1: nan] 19.9+0.0s
[16000/16000] [L1: nan] 20.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.98s
Saving...
Total: 9.49s
[Epoch 83] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.9+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.5+0.1s
[6400/16000] [L1: nan] 21.5+0.0s
[8000/16000] [L1: nan] 20.7+0.0s
[9600/16000] [L1: nan] 18.7+0.0s
[11200/16000] [L1: nan] 18.6+0.0s
[12800/16000] [L1: nan] 19.4+0.0s
[14400/16000] [L1: nan] 22.0+0.1s
[16000/16000] [L1: nan] 21.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.61s
[Epoch 84] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.7+0.6s
[3200/16000] [L1: nan] 21.0+0.1s
[4800/16000] [L1: nan] 20.4+0.1s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 22.1+0.1s
[11200/16000] [L1: nan] 22.2+0.0s
[12800/16000] [L1: nan] 21.7+0.1s
[14400/16000] [L1: nan] 21.0+0.1s
[16000/16000] [L1: nan] 20.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.56s
[Epoch 85] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.5s
[3200/16000] [L1: nan] 19.7+0.0s
[4800/16000] [L1: nan] 19.8+0.0s
[6400/16000] [L1: nan] 19.7+0.0s
[8000/16000] [L1: nan] 19.8+0.0s
[9600/16000] [L1: nan] 19.8+0.0s
[11200/16000] [L1: nan] 21.5+0.0s
[12800/16000] [L1: nan] 22.0+0.1s
[14400/16000] [L1: nan] 21.9+0.1s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.09s
Saving...
Total: 9.82s
[Epoch 86] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.2+0.8s
[3200/16000] [L1: nan] 20.2+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 21.7+0.1s
[9600/16000] [L1: nan] 21.0+0.1s
[11200/16000] [L1: nan] 20.1+0.1s
[12800/16000] [L1: nan] 19.3+0.0s
[14400/16000] [L1: nan] 19.3+0.0s
[16000/16000] [L1: nan] 17.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.67s
[Epoch 87] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.5+0.7s
[3200/16000] [L1: nan] 20.0+0.0s
[4800/16000] [L1: nan] 20.4+0.0s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 22.1+0.1s
[11200/16000] [L1: nan] 20.5+0.0s
[12800/16000] [L1: nan] 22.0+0.1s
[14400/16000] [L1: nan] 21.2+0.1s
[16000/16000] [L1: nan] 21.7+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.54s
[Epoch 88] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.9+0.6s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 22.2+0.1s
[6400/16000] [L1: nan] 22.1+0.1s
[8000/16000] [L1: nan] 22.3+0.1s
[9600/16000] [L1: nan] 20.7+0.1s
[11200/16000] [L1: nan] 21.6+0.1s
[12800/16000] [L1: nan] 21.6+0.0s
[14400/16000] [L1: nan] 21.1+0.0s
[16000/16000] [L1: nan] 20.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.98s
Saving...
Total: 9.67s
[Epoch 89] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.4+0.7s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 22.3+0.1s
[6400/16000] [L1: nan] 21.7+0.1s
[8000/16000] [L1: nan] 19.6+0.0s
[9600/16000] [L1: nan] 18.0+0.0s
[11200/16000] [L1: nan] 17.9+0.0s
[12800/16000] [L1: nan] 22.0+0.1s
[14400/16000] [L1: nan] 19.7+0.0s
[16000/16000] [L1: nan] 21.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.15s
Saving...
Total: 9.72s
[Epoch 90] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.1+0.6s
[3200/16000] [L1: nan] 21.7+0.1s
[4800/16000] [L1: nan] 21.7+0.0s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 21.0+0.1s
[14400/16000] [L1: nan] 19.5+0.0s
[16000/16000] [L1: nan] 18.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.96s
Saving...
Total: 9.65s
[Epoch 91] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.2+0.8s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 20.6+0.1s
[6400/16000] [L1: nan] 20.9+0.1s
[8000/16000] [L1: nan] 21.1+0.1s
[9600/16000] [L1: nan] 20.8+0.1s
[11200/16000] [L1: nan] 21.5+0.1s
[12800/16000] [L1: nan] 21.6+0.1s
[14400/16000] [L1: nan] 20.5+0.0s
[16000/16000] [L1: nan] 21.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.15s
Saving...
Total: 9.77s
[Epoch 92] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.6s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.0+0.0s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 21.7+0.0s
[12800/16000] [L1: nan] 19.4+0.0s
[14400/16000] [L1: nan] 19.2+0.0s
[16000/16000] [L1: nan] 20.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.11s
Saving...
Total: 9.76s
[Epoch 93] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.5+0.7s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 19.8+0.0s
[6400/16000] [L1: nan] 19.8+0.0s
[8000/16000] [L1: nan] 19.7+0.0s
[9600/16000] [L1: nan] 19.8+0.0s
[11200/16000] [L1: nan] 19.3+0.0s
[12800/16000] [L1: nan] 20.1+0.0s
[14400/16000] [L1: nan] 21.1+0.1s
[16000/16000] [L1: nan] 21.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.68s
[Epoch 94] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.8+0.6s
[3200/16000] [L1: nan] 21.0+0.1s
[4800/16000] [L1: nan] 19.9+0.0s
[6400/16000] [L1: nan] 19.8+0.0s
[8000/16000] [L1: nan] 20.1+0.0s
[9600/16000] [L1: nan] 20.9+0.1s
[11200/16000] [L1: nan] 20.6+0.0s
[12800/16000] [L1: nan] 21.5+0.1s
[14400/16000] [L1: nan] 21.7+0.1s
[16000/16000] [L1: nan] 21.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.09s
Saving...
Total: 9.62s
[Epoch 95] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.1+0.6s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 21.2+0.0s
[6400/16000] [L1: nan] 20.8+0.0s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 22.1+0.1s
[11200/16000] [L1: nan] 21.2+0.0s
[12800/16000] [L1: nan] 17.2+0.0s
[14400/16000] [L1: nan] 20.3+0.0s
[16000/16000] [L1: nan] 21.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.71s
[Epoch 96] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.7s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 21.2+0.1s
[8000/16000] [L1: nan] 22.2+0.0s
[9600/16000] [L1: nan] 22.1+0.1s
[11200/16000] [L1: nan] 20.5+0.0s
[12800/16000] [L1: nan] 21.6+0.1s
[14400/16000] [L1: nan] 21.8+0.1s
[16000/16000] [L1: nan] 21.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.62s
[Epoch 97] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.9+0.6s
[3200/16000] [L1: nan] 22.2+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 22.1+0.0s
[9600/16000] [L1: nan] 20.2+0.0s
[11200/16000] [L1: nan] 19.1+0.1s
[12800/16000] [L1: nan] 19.6+0.0s
[14400/16000] [L1: nan] 21.2+0.0s
[16000/16000] [L1: nan] 21.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.14s
Saving...
Total: 9.85s
[Epoch 98] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.7s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.5+0.0s
[6400/16000] [L1: nan] 21.7+0.0s
[8000/16000] [L1: nan] 21.3+0.1s
[9600/16000] [L1: nan] 21.8+0.1s
[11200/16000] [L1: nan] 20.9+0.1s
[12800/16000] [L1: nan] 21.4+0.1s
[14400/16000] [L1: nan] 20.9+0.0s
[16000/16000] [L1: nan] 21.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.59s
[Epoch 99] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 20.2+0.1s
[6400/16000] [L1: nan] 20.9+0.1s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 20.0+0.0s
[11200/16000] [L1: nan] 19.1+0.0s
[12800/16000] [L1: nan] 19.9+0.0s
[14400/16000] [L1: nan] 20.6+0.1s
[16000/16000] [L1: nan] 21.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.78s
[Epoch 100] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.2+0.7s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 22.0+0.1s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 21.8+0.0s
[11200/16000] [L1: nan] 21.8+0.1s
[12800/16000] [L1: nan] 22.0+0.1s
[14400/16000] [L1: nan] 21.6+0.0s
[16000/16000] [L1: nan] 19.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.94s
Saving...
Total: 9.44s
[Epoch 101] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.6s
[3200/16000] [L1: nan] 21.7+0.1s
[4800/16000] [L1: nan] 22.1+0.1s
[6400/16000] [L1: nan] 20.0+0.0s
[8000/16000] [L1: nan] 17.8+0.0s
[9600/16000] [L1: nan] 18.1+0.0s
[11200/16000] [L1: nan] 17.7+0.0s
[12800/16000] [L1: nan] 18.3+0.0s
[14400/16000] [L1: nan] 18.2+0.0s
[16000/16000] [L1: nan] 18.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.63s
[Epoch 102] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.6s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 21.5+0.0s
[9600/16000] [L1: nan] 21.0+0.0s
[11200/16000] [L1: nan] 20.2+0.1s
[12800/16000] [L1: nan] 18.9+0.1s
[14400/16000] [L1: nan] 20.9+0.1s
[16000/16000] [L1: nan] 21.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.64s
[Epoch 103] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.6+0.8s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 19.1+0.0s
[6400/16000] [L1: nan] 20.3+0.0s
[8000/16000] [L1: nan] 20.7+0.0s
[9600/16000] [L1: nan] 20.0+0.0s
[11200/16000] [L1: nan] 18.5+0.0s
[12800/16000] [L1: nan] 19.4+0.0s
[14400/16000] [L1: nan] 19.7+0.0s
[16000/16000] [L1: nan] 19.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.71s
[Epoch 104] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.0+0.7s
[3200/16000] [L1: nan] 18.6+0.0s
[4800/16000] [L1: nan] 18.5+0.0s
[6400/16000] [L1: nan] 18.9+0.0s
[8000/16000] [L1: nan] 20.1+0.0s
[9600/16000] [L1: nan] 20.9+0.0s
[11200/16000] [L1: nan] 21.6+0.1s
[12800/16000] [L1: nan] 21.9+0.1s
[14400/16000] [L1: nan] 18.6+0.1s
[16000/16000] [L1: nan] 20.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.57s
[Epoch 105] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.1+0.7s
[3200/16000] [L1: nan] 20.2+0.0s
[4800/16000] [L1: nan] 21.7+0.1s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 20.7+0.1s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 20.8+0.1s
[12800/16000] [L1: nan] 19.1+0.0s
[14400/16000] [L1: nan] 18.2+0.0s
[16000/16000] [L1: nan] 20.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.75s
[Epoch 106] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.4+0.7s
[3200/16000] [L1: nan] 20.3+0.1s
[4800/16000] [L1: nan] 21.6+0.1s
[6400/16000] [L1: nan] 21.1+0.1s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 22.2+0.1s
[11200/16000] [L1: nan] 21.4+0.0s
[12800/16000] [L1: nan] 22.1+0.0s
[14400/16000] [L1: nan] 21.4+0.0s
[16000/16000] [L1: nan] 20.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.13s
Saving...
Total: 9.75s
[Epoch 107] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.8+0.7s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 21.5+0.1s
[6400/16000] [L1: nan] 21.4+0.1s
[8000/16000] [L1: nan] 20.4+0.0s
[9600/16000] [L1: nan] 21.5+0.0s
[11200/16000] [L1: nan] 20.8+0.0s
[12800/16000] [L1: nan] 19.2+0.0s
[14400/16000] [L1: nan] 19.6+0.0s
[16000/16000] [L1: nan] 20.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.61s
[Epoch 108] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.9+0.6s
[3200/16000] [L1: nan] 20.0+0.0s
[4800/16000] [L1: nan] 19.9+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 21.6+0.1s
[12800/16000] [L1: nan] 21.4+0.1s
[14400/16000] [L1: nan] 21.3+0.1s
[16000/16000] [L1: nan] 21.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.61s
[Epoch 109] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.1+0.6s
[3200/16000] [L1: nan] 19.4+0.1s
[4800/16000] [L1: nan] 19.8+0.1s
[6400/16000] [L1: nan] 20.2+0.0s
[8000/16000] [L1: nan] 20.7+0.0s
[9600/16000] [L1: nan] 22.0+0.0s
[11200/16000] [L1: nan] 22.1+0.0s
[12800/16000] [L1: nan] 21.3+0.0s
[14400/16000] [L1: nan] 19.6+0.0s
[16000/16000] [L1: nan] 20.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.55s
[Epoch 110] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.9+0.6s
[3200/16000] [L1: nan] 21.8+0.0s
[4800/16000] [L1: nan] 22.4+0.1s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 22.1+0.1s
[9600/16000] [L1: nan] 21.9+0.0s
[11200/16000] [L1: nan] 21.3+0.1s
[12800/16000] [L1: nan] 21.5+0.1s
[14400/16000] [L1: nan] 21.6+0.1s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.87s
[Epoch 111] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.9+0.7s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 21.0+0.1s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 21.3+0.0s
[12800/16000] [L1: nan] 21.3+0.0s
[14400/16000] [L1: nan] 20.2+0.0s
[16000/16000] [L1: nan] 20.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.57s
[Epoch 112] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.0+0.7s
[3200/16000] [L1: nan] 21.8+0.0s
[4800/16000] [L1: nan] 21.5+0.1s
[6400/16000] [L1: nan] 21.4+0.1s
[8000/16000] [L1: nan] 21.1+0.0s
[9600/16000] [L1: nan] 19.7+0.0s
[11200/16000] [L1: nan] 20.6+0.1s
[12800/16000] [L1: nan] 21.7+0.1s
[14400/16000] [L1: nan] 21.8+0.1s
[16000/16000] [L1: nan] 21.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.69s
[Epoch 113] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.6s
[3200/16000] [L1: nan] 19.6+0.0s
[4800/16000] [L1: nan] 18.6+0.0s
[6400/16000] [L1: nan] 19.6+0.0s
[8000/16000] [L1: nan] 20.7+0.0s
[9600/16000] [L1: nan] 21.1+0.0s
[11200/16000] [L1: nan] 22.1+0.1s
[12800/16000] [L1: nan] 21.9+0.1s
[14400/16000] [L1: nan] 20.5+0.0s
[16000/16000] [L1: nan] 20.9+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.15s
Saving...
Total: 9.67s
[Epoch 114] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.5+0.7s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 20.9+0.1s
[6400/16000] [L1: nan] 20.1+0.0s
[8000/16000] [L1: nan] 19.5+0.0s
[9600/16000] [L1: nan] 19.0+0.0s
[11200/16000] [L1: nan] 17.9+0.0s
[12800/16000] [L1: nan] 19.3+0.0s
[14400/16000] [L1: nan] 20.7+0.1s
[16000/16000] [L1: nan] 19.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.94s
Saving...
Total: 9.54s
[Epoch 115] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.8+0.5s
[3200/16000] [L1: nan] 19.9+0.0s
[4800/16000] [L1: nan] 22.0+0.1s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 21.7+0.0s
[11200/16000] [L1: nan] 22.2+0.1s
[12800/16000] [L1: nan] 22.4+0.1s
[14400/16000] [L1: nan] 21.7+0.1s
[16000/16000] [L1: nan] 21.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.69s
[Epoch 116] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.7s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 19.2+0.0s
[6400/16000] [L1: nan] 21.0+0.0s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 21.9+0.1s
[11200/16000] [L1: nan] 21.8+0.1s
[12800/16000] [L1: nan] 21.1+0.0s
[14400/16000] [L1: nan] 19.0+0.0s
[16000/16000] [L1: nan] 18.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.95s
Saving...
Total: 9.50s
[Epoch 117] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.1+0.6s
[3200/16000] [L1: nan] 20.8+0.1s
[4800/16000] [L1: nan] 21.2+0.1s
[6400/16000] [L1: nan] 20.8+0.1s
[8000/16000] [L1: nan] 21.0+0.1s
[9600/16000] [L1: nan] 20.6+0.0s
[11200/16000] [L1: nan] 21.8+0.1s
[12800/16000] [L1: nan] 21.4+0.1s
[14400/16000] [L1: nan] 21.6+0.1s
[16000/16000] [L1: nan] 21.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.11s
Saving...
Total: 9.63s
[Epoch 118] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.6s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 21.5+0.1s
[6400/16000] [L1: nan] 20.1+0.1s
[8000/16000] [L1: nan] 21.4+0.1s
[9600/16000] [L1: nan] 20.2+0.0s
[11200/16000] [L1: nan] 21.3+0.0s
[12800/16000] [L1: nan] 21.7+0.1s
[14400/16000] [L1: nan] 21.8+0.1s
[16000/16000] [L1: nan] 20.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.66s
[Epoch 119] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.0+0.7s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 20.4+0.1s
[6400/16000] [L1: nan] 19.6+0.1s
[8000/16000] [L1: nan] 20.4+0.1s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 22.2+0.1s
[12800/16000] [L1: nan] 21.8+0.1s
[14400/16000] [L1: nan] 21.9+0.1s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.77s
[Epoch 120] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.9+0.6s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 22.1+0.1s
[6400/16000] [L1: nan] 20.4+0.0s
[8000/16000] [L1: nan] 21.5+0.1s
[9600/16000] [L1: nan] 20.8+0.0s
[11200/16000] [L1: nan] 20.2+0.0s
[12800/16000] [L1: nan] 22.1+0.1s
[14400/16000] [L1: nan] 22.1+0.1s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.69s
[Epoch 121] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.1+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 20.3+0.0s
[6400/16000] [L1: nan] 19.5+0.0s
[8000/16000] [L1: nan] 18.6+0.0s
[9600/16000] [L1: nan] 19.1+0.0s
[11200/16000] [L1: nan] 19.9+0.0s
[12800/16000] [L1: nan] 21.5+0.0s
[14400/16000] [L1: nan] 21.3+0.0s
[16000/16000] [L1: nan] 22.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.59s
[Epoch 122] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.5+0.6s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 19.7+0.0s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 22.2+0.1s
[9600/16000] [L1: nan] 21.8+0.1s
[11200/16000] [L1: nan] 21.4+0.0s
[12800/16000] [L1: nan] 20.7+0.1s
[14400/16000] [L1: nan] 17.9+0.1s
[16000/16000] [L1: nan] 18.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.97s
Saving...
Total: 9.79s
[Epoch 123] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.9+0.6s
[3200/16000] [L1: nan] 18.2+0.0s
[4800/16000] [L1: nan] 17.5+0.0s
[6400/16000] [L1: nan] 20.8+0.0s
[8000/16000] [L1: nan] 22.0+0.1s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 21.9+0.1s
[12800/16000] [L1: nan] 21.9+0.1s
[14400/16000] [L1: nan] 22.1+0.1s
[16000/16000] [L1: nan] 21.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.62s
[Epoch 124] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.8+0.6s
[3200/16000] [L1: nan] 19.9+0.0s
[4800/16000] [L1: nan] 19.4+0.0s
[6400/16000] [L1: nan] 20.2+0.0s
[8000/16000] [L1: nan] 22.2+0.1s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 21.2+0.1s
[12800/16000] [L1: nan] 20.3+0.1s
[14400/16000] [L1: nan] 22.0+0.1s
[16000/16000] [L1: nan] 19.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.99s
Saving...
Total: 9.51s
[Epoch 125] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.9+0.6s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 20.6+0.0s
[6400/16000] [L1: nan] 19.8+0.0s
[8000/16000] [L1: nan] 20.0+0.0s
[9600/16000] [L1: nan] 21.9+0.0s
[11200/16000] [L1: nan] 22.2+0.1s
[12800/16000] [L1: nan] 22.2+0.1s
[14400/16000] [L1: nan] 21.8+0.1s
[16000/16000] [L1: nan] 21.4+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.21s
Saving...
Total: 9.83s
[Epoch 126] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.0+0.7s
[3200/16000] [L1: nan] 20.2+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.4+0.1s
[8000/16000] [L1: nan] 21.4+0.1s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 21.8+0.1s
[12800/16000] [L1: nan] 21.7+0.1s
[14400/16000] [L1: nan] 20.6+0.0s
[16000/16000] [L1: nan] 18.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.97s
Saving...
Total: 9.47s
[Epoch 127] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.1+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 22.2+0.1s
[9600/16000] [L1: nan] 21.8+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 22.1+0.1s
[14400/16000] [L1: nan] 20.6+0.0s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.73s
[Epoch 128] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.0+0.6s
[3200/16000] [L1: nan] 19.6+0.0s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 22.2+0.1s
[8000/16000] [L1: nan] 21.5+0.1s
[9600/16000] [L1: nan] 21.1+0.1s
[11200/16000] [L1: nan] 19.5+0.0s
[12800/16000] [L1: nan] 19.1+0.0s
[14400/16000] [L1: nan] 20.9+0.1s
[16000/16000] [L1: nan] 21.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.64s
[Epoch 129] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.1+0.6s
[3200/16000] [L1: nan] 21.4+0.1s
[4800/16000] [L1: nan] 21.6+0.1s
[6400/16000] [L1: nan] 21.1+0.1s
[8000/16000] [L1: nan] 20.8+0.1s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 20.1+0.0s
[12800/16000] [L1: nan] 21.3+0.0s
[14400/16000] [L1: nan] 21.8+0.0s
[16000/16000] [L1: nan] 21.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.68s
[Epoch 130] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.7s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 21.5+0.1s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 22.1+0.1s
[9600/16000] [L1: nan] 19.5+0.1s
[11200/16000] [L1: nan] 21.2+0.1s
[12800/16000] [L1: nan] 22.2+0.1s
[14400/16000] [L1: nan] 20.4+0.0s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.97s
Saving...
Total: 9.55s
[Epoch 131] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.6+0.6s
[3200/16000] [L1: nan] 21.7+0.1s
[4800/16000] [L1: nan] 21.7+0.1s
[6400/16000] [L1: nan] 21.4+0.0s
[8000/16000] [L1: nan] 19.6+0.0s
[9600/16000] [L1: nan] 19.8+0.0s
[11200/16000] [L1: nan] 19.2+0.0s
[12800/16000] [L1: nan] 19.0+0.0s
[14400/16000] [L1: nan] 19.3+0.0s
[16000/16000] [L1: nan] 20.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.69s
[Epoch 132] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.5+0.7s
[3200/16000] [L1: nan] 19.9+0.1s
[4800/16000] [L1: nan] 21.6+0.0s
[6400/16000] [L1: nan] 21.1+0.0s
[8000/16000] [L1: nan] 20.3+0.0s
[9600/16000] [L1: nan] 20.3+0.0s
[11200/16000] [L1: nan] 21.3+0.0s
[12800/16000] [L1: nan] 21.2+0.1s
[14400/16000] [L1: nan] 20.0+0.1s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.56s
[Epoch 133] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.3+0.6s
[3200/16000] [L1: nan] 18.6+0.0s
[4800/16000] [L1: nan] 19.7+0.0s
[6400/16000] [L1: nan] 22.2+0.1s
[8000/16000] [L1: nan] 21.7+0.0s
[9600/16000] [L1: nan] 21.2+0.0s
[11200/16000] [L1: nan] 21.8+0.1s
[12800/16000] [L1: nan] 20.7+0.1s
[14400/16000] [L1: nan] 21.6+0.0s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.67s
[Epoch 134] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.3+0.7s
[3200/16000] [L1: nan] 20.8+0.1s
[4800/16000] [L1: nan] 19.6+0.1s
[6400/16000] [L1: nan] 21.2+0.1s
[8000/16000] [L1: nan] 21.1+0.0s
[9600/16000] [L1: nan] 20.1+0.0s
[11200/16000] [L1: nan] 20.3+0.0s
[12800/16000] [L1: nan] 22.2+0.0s
[14400/16000] [L1: nan] 22.2+0.1s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.65s
[Epoch 135] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.6+0.7s
[3200/16000] [L1: nan] 22.4+0.1s
[4800/16000] [L1: nan] 21.0+0.1s
[6400/16000] [L1: nan] 22.2+0.1s
[8000/16000] [L1: nan] 21.9+0.1s
[9600/16000] [L1: nan] 21.1+0.1s
[11200/16000] [L1: nan] 21.6+0.1s
[12800/16000] [L1: nan] 19.5+0.0s
[14400/16000] [L1: nan] 21.8+0.1s
[16000/16000] [L1: nan] 21.2+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.09s
Saving...
Total: 9.78s
[Epoch 136] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.1+0.6s
[3200/16000] [L1: nan] 19.6+0.0s
[4800/16000] [L1: nan] 20.4+0.0s
[6400/16000] [L1: nan] 19.9+0.0s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 21.8+0.1s
[12800/16000] [L1: nan] 21.3+0.0s
[14400/16000] [L1: nan] 21.2+0.0s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.96s
Saving...
Total: 9.66s
[Epoch 137] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 17.8+0.6s
[3200/16000] [L1: nan] 18.7+0.0s
[4800/16000] [L1: nan] 19.5+0.0s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 20.0+0.0s
[9600/16000] [L1: nan] 17.3+0.0s
[11200/16000] [L1: nan] 18.3+0.0s
[12800/16000] [L1: nan] 20.7+0.0s
[14400/16000] [L1: nan] 21.6+0.1s
[16000/16000] [L1: nan] 21.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.66s
[Epoch 138] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.9+0.6s
[3200/16000] [L1: nan] 21.3+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 20.6+0.0s
[9600/16000] [L1: nan] 19.8+0.0s
[11200/16000] [L1: nan] 20.6+0.0s
[12800/16000] [L1: nan] 21.3+0.0s
[14400/16000] [L1: nan] 20.4+0.0s
[16000/16000] [L1: nan] 20.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.96s
Saving...
Total: 9.53s
[Epoch 139] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.6+0.7s
[3200/16000] [L1: nan] 18.0+0.0s
[4800/16000] [L1: nan] 18.9+0.0s
[6400/16000] [L1: nan] 20.4+0.1s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 21.3+0.1s
[11200/16000] [L1: nan] 18.6+0.0s
[12800/16000] [L1: nan] 18.0+0.0s
[14400/16000] [L1: nan] 18.9+0.0s
[16000/16000] [L1: nan] 19.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.71s
[Epoch 140] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.8+0.6s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 21.6+0.1s
[11200/16000] [L1: nan] 21.2+0.1s
[12800/16000] [L1: nan] 21.3+0.1s
[14400/16000] [L1: nan] 21.4+0.0s
[16000/16000] [L1: nan] 21.8+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.64s
[Epoch 141] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.8+0.6s
[3200/16000] [L1: nan] 19.6+0.0s
[4800/16000] [L1: nan] 19.6+0.0s
[6400/16000] [L1: nan] 19.1+0.0s
[8000/16000] [L1: nan] 20.2+0.0s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 21.8+0.1s
[12800/16000] [L1: nan] 21.9+0.1s
[14400/16000] [L1: nan] 22.0+0.1s
[16000/16000] [L1: nan] 20.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.99s
Saving...
Total: 9.69s
[Epoch 142] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.8+0.6s
[3200/16000] [L1: nan] 20.5+0.1s
[4800/16000] [L1: nan] 19.8+0.0s
[6400/16000] [L1: nan] 20.0+0.0s
[8000/16000] [L1: nan] 20.9+0.0s
[9600/16000] [L1: nan] 21.3+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 22.0+0.1s
[14400/16000] [L1: nan] 21.9+0.1s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.58s
[Epoch 143] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.8+0.6s
[3200/16000] [L1: nan] 21.0+0.1s
[4800/16000] [L1: nan] 22.2+0.1s
[6400/16000] [L1: nan] 20.5+0.0s
[8000/16000] [L1: nan] 20.4+0.0s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 21.6+0.1s
[12800/16000] [L1: nan] 21.9+0.1s
[14400/16000] [L1: nan] 22.1+0.1s
[16000/16000] [L1: nan] 21.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.64s
[Epoch 144] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.2+0.6s
[3200/16000] [L1: nan] 20.8+0.1s
[4800/16000] [L1: nan] 19.9+0.0s
[6400/16000] [L1: nan] 19.7+0.0s
[8000/16000] [L1: nan] 21.1+0.0s
[9600/16000] [L1: nan] 21.9+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 18.3+0.1s
[14400/16000] [L1: nan] 18.1+0.1s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.65s
[Epoch 145] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.1+0.6s
[3200/16000] [L1: nan] 22.2+0.1s
[4800/16000] [L1: nan] 22.1+0.1s
[6400/16000] [L1: nan] 20.8+0.0s
[8000/16000] [L1: nan] 19.8+0.0s
[9600/16000] [L1: nan] 20.6+0.0s
[11200/16000] [L1: nan] 19.7+0.0s
[12800/16000] [L1: nan] 21.2+0.1s
[14400/16000] [L1: nan] 22.2+0.1s
[16000/16000] [L1: nan] 20.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.76s
[Epoch 146] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.2+0.7s
[3200/16000] [L1: nan] 21.4+0.0s
[4800/16000] [L1: nan] 21.4+0.0s
[6400/16000] [L1: nan] 21.4+0.1s
[8000/16000] [L1: nan] 21.3+0.1s
[9600/16000] [L1: nan] 20.8+0.1s
[11200/16000] [L1: nan] 21.9+0.1s
[12800/16000] [L1: nan] 20.2+0.0s
[14400/16000] [L1: nan] 20.2+0.1s
[16000/16000] [L1: nan] 20.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.64s
[Epoch 147] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.9+0.7s
[3200/16000] [L1: nan] 20.6+0.0s
[4800/16000] [L1: nan] 20.1+0.0s
[6400/16000] [L1: nan] 20.2+0.0s
[8000/16000] [L1: nan] 21.4+0.1s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 21.7+0.1s
[12800/16000] [L1: nan] 21.7+0.0s
[14400/16000] [L1: nan] 19.9+0.0s
[16000/16000] [L1: nan] 18.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.11s
Saving...
Total: 9.72s
[Epoch 148] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.6s
[3200/16000] [L1: nan] 20.8+0.0s
[4800/16000] [L1: nan] 21.5+0.0s
[6400/16000] [L1: nan] 22.0+0.0s
[8000/16000] [L1: nan] 22.1+0.1s
[9600/16000] [L1: nan] 21.9+0.0s
[11200/16000] [L1: nan] 22.3+0.0s
[12800/16000] [L1: nan] 22.2+0.1s
[14400/16000] [L1: nan] 22.1+0.1s
[16000/16000] [L1: nan] 22.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.01s
Saving...
Total: 9.62s
[Epoch 149] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.5+0.6s
[3200/16000] [L1: nan] 21.0+0.1s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 21.7+0.1s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 22.1+0.1s
[12800/16000] [L1: nan] 21.2+0.1s
[14400/16000] [L1: nan] 20.1+0.1s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.59s
[Epoch 150] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.6s
[3200/16000] [L1: nan] 22.3+0.1s
[4800/16000] [L1: nan] 21.6+0.1s
[6400/16000] [L1: nan] 22.2+0.0s
[8000/16000] [L1: nan] 20.4+0.1s
[9600/16000] [L1: nan] 21.2+0.0s
[11200/16000] [L1: nan] 21.3+0.1s
[12800/16000] [L1: nan] 21.4+0.0s
[14400/16000] [L1: nan] 21.1+0.0s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.01s
Saving...
Total: 9.67s
[Epoch 151] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.1+0.6s
[3200/16000] [L1: nan] 18.5+0.0s
[4800/16000] [L1: nan] 17.8+0.0s
[6400/16000] [L1: nan] 18.3+0.0s
[8000/16000] [L1: nan] 17.8+0.0s
[9600/16000] [L1: nan] 18.1+0.0s
[11200/16000] [L1: nan] 21.3+0.0s
[12800/16000] [L1: nan] 21.7+0.0s
[14400/16000] [L1: nan] 20.8+0.0s
[16000/16000] [L1: nan] 21.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.56s
[Epoch 152] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.2+0.7s
[3200/16000] [L1: nan] 19.9+0.0s
[4800/16000] [L1: nan] 21.0+0.0s
[6400/16000] [L1: nan] 21.2+0.1s
[8000/16000] [L1: nan] 21.7+0.1s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 19.1+0.0s
[12800/16000] [L1: nan] 18.4+0.0s
[14400/16000] [L1: nan] 18.6+0.0s
[16000/16000] [L1: nan] 20.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.67s
[Epoch 153] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.3+0.7s
[3200/16000] [L1: nan] 21.2+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.3+0.1s
[8000/16000] [L1: nan] 21.5+0.1s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 21.9+0.1s
[12800/16000] [L1: nan] 22.1+0.1s
[14400/16000] [L1: nan] 22.1+0.1s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.71s
[Epoch 154] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.8+0.6s
[3200/16000] [L1: nan] 19.4+0.1s
[4800/16000] [L1: nan] 19.6+0.1s
[6400/16000] [L1: nan] 20.5+0.1s
[8000/16000] [L1: nan] 21.4+0.0s
[9600/16000] [L1: nan] 21.5+0.0s
[11200/16000] [L1: nan] 21.0+0.0s
[12800/16000] [L1: nan] 21.9+0.0s
[14400/16000] [L1: nan] 19.8+0.0s
[16000/16000] [L1: nan] 21.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.95s
Saving...
Total: 9.53s
[Epoch 155] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.6s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 22.3+0.1s
[6400/16000] [L1: nan] 22.3+0.0s
[8000/16000] [L1: nan] 22.1+0.1s
[9600/16000] [L1: nan] 22.1+0.0s
[11200/16000] [L1: nan] 22.1+0.1s
[12800/16000] [L1: nan] 21.2+0.1s
[14400/16000] [L1: nan] 21.4+0.1s
[16000/16000] [L1: nan] 18.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.56s
[Epoch 156] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.2+0.6s
[3200/16000] [L1: nan] 19.7+0.0s
[4800/16000] [L1: nan] 19.5+0.0s
[6400/16000] [L1: nan] 20.6+0.0s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 22.3+0.1s
[11200/16000] [L1: nan] 22.7+0.1s
[12800/16000] [L1: nan] 22.3+0.1s
[14400/16000] [L1: nan] 21.8+0.1s
[16000/16000] [L1: nan] 19.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.59s
[Epoch 157] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 20.7+0.1s
[4800/16000] [L1: nan] 20.0+0.1s
[6400/16000] [L1: nan] 22.1+0.1s
[8000/16000] [L1: nan] 22.0+0.1s
[9600/16000] [L1: nan] 21.9+0.1s
[11200/16000] [L1: nan] 21.9+0.1s
[12800/16000] [L1: nan] 22.0+0.1s
[14400/16000] [L1: nan] 21.8+0.0s
[16000/16000] [L1: nan] 21.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.54s
[Epoch 158] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 20.0+0.0s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 20.2+0.1s
[8000/16000] [L1: nan] 20.6+0.1s
[9600/16000] [L1: nan] 20.8+0.1s
[11200/16000] [L1: nan] 22.1+0.1s
[12800/16000] [L1: nan] 20.6+0.0s
[14400/16000] [L1: nan] 20.0+0.0s
[16000/16000] [L1: nan] 20.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.66s
[Epoch 159] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.9+0.7s
[3200/16000] [L1: nan] 21.4+0.1s
[4800/16000] [L1: nan] 20.8+0.1s
[6400/16000] [L1: nan] 21.7+0.1s
[8000/16000] [L1: nan] 22.2+0.1s
[9600/16000] [L1: nan] 21.6+0.1s
[11200/16000] [L1: nan] 21.1+0.1s
[12800/16000] [L1: nan] 21.2+0.0s
[14400/16000] [L1: nan] 20.1+0.0s
[16000/16000] [L1: nan] 20.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.97s
Saving...
Total: 9.48s
[Epoch 160] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.7+0.6s
[3200/16000] [L1: nan] 21.3+0.1s
[4800/16000] [L1: nan] 22.0+0.1s
[6400/16000] [L1: nan] 20.9+0.1s
[8000/16000] [L1: nan] 21.4+0.1s
[9600/16000] [L1: nan] 21.3+0.1s
[11200/16000] [L1: nan] 21.4+0.0s
[12800/16000] [L1: nan] 19.8+0.0s
[14400/16000] [L1: nan] 21.3+0.1s
[16000/16000] [L1: nan] 21.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.55s
[Epoch 161] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.3+0.6s
[3200/16000] [L1: nan] 22.0+0.1s
[4800/16000] [L1: nan] 22.2+0.1s
[6400/16000] [L1: nan] 19.6+0.0s
[8000/16000] [L1: nan] 17.9+0.0s
[9600/16000] [L1: nan] 18.2+0.0s
[11200/16000] [L1: nan] 18.2+0.0s
[12800/16000] [L1: nan] 17.6+0.0s
[14400/16000] [L1: nan] 19.6+0.1s
[16000/16000] [L1: nan] 19.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.56s
[Epoch 162] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.6s
[3200/16000] [L1: nan] 20.7+0.1s
[4800/16000] [L1: nan] 20.7+0.0s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 20.5+0.0s
[9600/16000] [L1: nan] 17.9+0.0s
[11200/16000] [L1: nan] 15.8+0.0s
[12800/16000] [L1: nan] 17.0+0.0s
[14400/16000] [L1: nan] 17.1+0.0s
[16000/16000] [L1: nan] 17.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.61s
[Epoch 163] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.9+0.5s
[3200/16000] [L1: nan] 19.4+0.0s
[4800/16000] [L1: nan] 19.4+0.0s
[6400/16000] [L1: nan] 20.6+0.0s
[8000/16000] [L1: nan] 21.4+0.1s
[9600/16000] [L1: nan] 21.6+0.1s
[11200/16000] [L1: nan] 21.5+0.1s
[12800/16000] [L1: nan] 21.9+0.1s
[14400/16000] [L1: nan] 21.6+0.0s
[16000/16000] [L1: nan] 21.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.73s
[Epoch 164] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.6s
[3200/16000] [L1: nan] 21.2+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.0+0.1s
[8000/16000] [L1: nan] 21.3+0.1s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 21.3+0.1s
[12800/16000] [L1: nan] 21.3+0.1s
[14400/16000] [L1: nan] 21.3+0.0s
[16000/16000] [L1: nan] 19.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.60s
[Epoch 165] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.4+0.6s
[3200/16000] [L1: nan] 20.7+0.0s
[4800/16000] [L1: nan] 19.7+0.0s
[6400/16000] [L1: nan] 19.5+0.0s
[8000/16000] [L1: nan] 19.6+0.0s
[9600/16000] [L1: nan] 19.6+0.0s
[11200/16000] [L1: nan] 18.5+0.0s
[12800/16000] [L1: nan] 18.3+0.0s
[14400/16000] [L1: nan] 19.2+0.0s
[16000/16000] [L1: nan] 22.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.91s
[Epoch 166] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.9+0.7s
[3200/16000] [L1: nan] 20.4+0.1s
[4800/16000] [L1: nan] 19.9+0.0s
[6400/16000] [L1: nan] 18.9+0.0s
[8000/16000] [L1: nan] 20.2+0.0s
[9600/16000] [L1: nan] 22.2+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 20.8+0.1s
[14400/16000] [L1: nan] 21.7+0.1s
[16000/16000] [L1: nan] 21.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.80s
[Epoch 167] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.7s
[3200/16000] [L1: nan] 20.7+0.1s
[4800/16000] [L1: nan] 21.1+0.1s
[6400/16000] [L1: nan] 21.2+0.1s
[8000/16000] [L1: nan] 20.1+0.0s
[9600/16000] [L1: nan] 22.1+0.1s
[11200/16000] [L1: nan] 19.7+0.0s
[12800/16000] [L1: nan] 20.8+0.1s
[14400/16000] [L1: nan] 22.1+0.1s
[16000/16000] [L1: nan] 21.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.17s
Saving...
Total: 9.80s
[Epoch 168] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.2+0.6s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 22.3+0.1s
[6400/16000] [L1: nan] 22.2+0.1s
[8000/16000] [L1: nan] 22.1+0.0s
[9600/16000] [L1: nan] 21.6+0.1s
[11200/16000] [L1: nan] 21.3+0.1s
[12800/16000] [L1: nan] 22.2+0.0s
[14400/16000] [L1: nan] 21.5+0.1s
[16000/16000] [L1: nan] 19.6+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.61s
[Epoch 169] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.6+0.7s
[3200/16000] [L1: nan] 21.3+0.1s
[4800/16000] [L1: nan] 21.5+0.1s
[6400/16000] [L1: nan] 21.2+0.1s
[8000/16000] [L1: nan] 21.2+0.0s
[9600/16000] [L1: nan] 21.9+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 21.8+0.1s
[14400/16000] [L1: nan] 22.0+0.1s
[16000/16000] [L1: nan] 20.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.66s
[Epoch 170] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.6+0.6s
[3200/16000] [L1: nan] 19.9+0.1s
[4800/16000] [L1: nan] 20.0+0.1s
[6400/16000] [L1: nan] 20.0+0.0s
[8000/16000] [L1: nan] 21.4+0.1s
[9600/16000] [L1: nan] 21.1+0.0s
[11200/16000] [L1: nan] 21.5+0.0s
[12800/16000] [L1: nan] 21.9+0.0s
[14400/16000] [L1: nan] 22.0+0.1s
[16000/16000] [L1: nan] 21.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.70s
[Epoch 171] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.3+0.6s
[3200/16000] [L1: nan] 19.2+0.0s
[4800/16000] [L1: nan] 20.8+0.1s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 21.4+0.0s
[11200/16000] [L1: nan] 21.5+0.1s
[12800/16000] [L1: nan] 21.6+0.0s
[14400/16000] [L1: nan] 21.3+0.0s
[16000/16000] [L1: nan] 21.8+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.17s
Saving...
Total: 9.85s
[Epoch 172] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.1+0.7s
[3200/16000] [L1: nan] 20.3+0.0s
[4800/16000] [L1: nan] 19.8+0.0s
[6400/16000] [L1: nan] 17.2+0.0s
[8000/16000] [L1: nan] 17.7+0.0s
[9600/16000] [L1: nan] 18.3+0.0s
[11200/16000] [L1: nan] 18.7+0.0s
[12800/16000] [L1: nan] 19.5+0.0s
[14400/16000] [L1: nan] 19.5+0.0s
[16000/16000] [L1: nan] 19.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.01s
Saving...
Total: 9.50s
[Epoch 173] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 21.2+0.0s
[6400/16000] [L1: nan] 21.7+0.1s
[8000/16000] [L1: nan] 20.7+0.1s
[9600/16000] [L1: nan] 20.3+0.0s
[11200/16000] [L1: nan] 21.6+0.1s
[12800/16000] [L1: nan] 21.1+0.0s
[14400/16000] [L1: nan] 19.6+0.0s
[16000/16000] [L1: nan] 21.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.67s
[Epoch 174] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.6+0.7s
[3200/16000] [L1: nan] 21.4+0.1s
[4800/16000] [L1: nan] 22.2+0.1s
[6400/16000] [L1: nan] 22.0+0.1s
[8000/16000] [L1: nan] 21.8+0.1s
[9600/16000] [L1: nan] 20.8+0.0s
[11200/16000] [L1: nan] 21.2+0.1s
[12800/16000] [L1: nan] 19.2+0.0s
[14400/16000] [L1: nan] 20.5+0.0s
[16000/16000] [L1: nan] 18.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.00s
Saving...
Total: 9.65s
[Epoch 175] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.3+0.6s
[3200/16000] [L1: nan] 21.9+0.1s
[4800/16000] [L1: nan] 21.5+0.1s
[6400/16000] [L1: nan] 21.6+0.1s
[8000/16000] [L1: nan] 20.8+0.1s
[9600/16000] [L1: nan] 18.1+0.0s
[11200/16000] [L1: nan] 20.6+0.1s
[12800/16000] [L1: nan] 18.2+0.0s
[14400/16000] [L1: nan] 20.7+0.1s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.76s
[Epoch 176] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 18.7+0.6s
[3200/16000] [L1: nan] 20.0+0.0s
[4800/16000] [L1: nan] 20.4+0.0s
[6400/16000] [L1: nan] 22.3+0.1s
[8000/16000] [L1: nan] 22.2+0.1s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 21.0+0.0s
[12800/16000] [L1: nan] 22.5+0.1s
[14400/16000] [L1: nan] 21.9+0.1s
[16000/16000] [L1: nan] 22.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.81s
[Epoch 177] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.4+0.7s
[3200/16000] [L1: nan] 20.0+0.0s
[4800/16000] [L1: nan] 21.6+0.1s
[6400/16000] [L1: nan] 21.7+0.1s
[8000/16000] [L1: nan] 22.3+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 21.7+0.1s
[12800/16000] [L1: nan] 22.0+0.1s
[14400/16000] [L1: nan] 22.3+0.1s
[16000/16000] [L1: nan] 22.3+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.64s
[Epoch 178] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.1+0.7s
[3200/16000] [L1: nan] 22.2+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 22.0+0.1s
[9600/16000] [L1: nan] 21.9+0.1s
[11200/16000] [L1: nan] 21.3+0.1s
[12800/16000] [L1: nan] 21.0+0.0s
[14400/16000] [L1: nan] 21.1+0.0s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.06s
Saving...
Total: 9.68s
[Epoch 179] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.4+0.6s
[3200/16000] [L1: nan] 22.2+0.1s
[4800/16000] [L1: nan] 22.4+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 21.7+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 22.0+0.1s
[14400/16000] [L1: nan] 20.9+0.0s
[16000/16000] [L1: nan] 19.8+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.01s
Saving...
Total: 9.63s
[Epoch 180] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.3+0.6s
[3200/16000] [L1: nan] 22.4+0.1s
[4800/16000] [L1: nan] 22.4+0.1s
[6400/16000] [L1: nan] 22.1+0.1s
[8000/16000] [L1: nan] 21.8+0.0s
[9600/16000] [L1: nan] 18.8+0.0s
[11200/16000] [L1: nan] 19.1+0.0s
[12800/16000] [L1: nan] 20.7+0.1s
[14400/16000] [L1: nan] 20.2+0.1s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.11s
Saving...
Total: 9.62s
[Epoch 181] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.6+0.6s
[3200/16000] [L1: nan] 21.3+0.1s
[4800/16000] [L1: nan] 21.7+0.1s
[6400/16000] [L1: nan] 21.8+0.0s
[8000/16000] [L1: nan] 22.2+0.1s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 21.0+0.1s
[12800/16000] [L1: nan] 21.4+0.0s
[14400/16000] [L1: nan] 19.1+0.0s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.65s
[Epoch 182] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 19.1+0.6s
[3200/16000] [L1: nan] 19.9+0.0s
[4800/16000] [L1: nan] 19.9+0.0s
[6400/16000] [L1: nan] 19.2+0.0s
[8000/16000] [L1: nan] 19.5+0.0s
[9600/16000] [L1: nan] 19.7+0.0s
[11200/16000] [L1: nan] 20.1+0.0s
[12800/16000] [L1: nan] 20.5+0.0s
[14400/16000] [L1: nan] 21.5+0.0s
[16000/16000] [L1: nan] 21.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.21s
Saving...
Total: 9.98s
[Epoch 183] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.3+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 20.1+0.0s
[6400/16000] [L1: nan] 19.4+0.0s
[8000/16000] [L1: nan] 19.1+0.0s
[9600/16000] [L1: nan] 17.1+0.0s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 22.3+0.1s
[14400/16000] [L1: nan] 21.1+0.0s
[16000/16000] [L1: nan] 18.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.57s
[Epoch 184] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.7+0.6s
[3200/16000] [L1: nan] 21.6+0.1s
[4800/16000] [L1: nan] 21.4+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 21.6+0.0s
[9600/16000] [L1: nan] 22.1+0.1s
[11200/16000] [L1: nan] 21.6+0.0s
[12800/16000] [L1: nan] 21.2+0.1s
[14400/16000] [L1: nan] 21.0+0.1s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.12s
Saving...
Total: 9.76s
[Epoch 185] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.8+0.7s
[3200/16000] [L1: nan] 20.8+0.1s
[4800/16000] [L1: nan] 22.0+0.1s
[6400/16000] [L1: nan] 21.7+0.1s
[8000/16000] [L1: nan] 22.0+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 19.9+0.1s
[12800/16000] [L1: nan] 18.9+0.1s
[14400/16000] [L1: nan] 19.5+0.1s
[16000/16000] [L1: nan] 21.7+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.01s
Saving...
Total: 9.63s
[Epoch 186] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.9+0.6s
[3200/16000] [L1: nan] 22.2+0.1s
[4800/16000] [L1: nan] 22.0+0.1s
[6400/16000] [L1: nan] 20.0+0.0s
[8000/16000] [L1: nan] 19.8+0.0s
[9600/16000] [L1: nan] 19.9+0.0s
[11200/16000] [L1: nan] 20.8+0.0s
[12800/16000] [L1: nan] 21.5+0.0s
[14400/16000] [L1: nan] 21.8+0.1s
[16000/16000] [L1: nan] 21.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.75s
[Epoch 187] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.0+0.7s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 22.1+0.1s
[6400/16000] [L1: nan] 22.4+0.1s
[8000/16000] [L1: nan] 21.1+0.1s
[9600/16000] [L1: nan] 22.1+0.1s
[11200/16000] [L1: nan] 21.9+0.1s
[12800/16000] [L1: nan] 21.3+0.1s
[14400/16000] [L1: nan] 20.4+0.1s
[16000/16000] [L1: nan] 21.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.04s
Saving...
Total: 9.63s
[Epoch 188] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.1+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.6+0.1s
[6400/16000] [L1: nan] 21.4+0.1s
[8000/16000] [L1: nan] 21.2+0.1s
[9600/16000] [L1: nan] 20.7+0.1s
[11200/16000] [L1: nan] 21.1+0.0s
[12800/16000] [L1: nan] 21.6+0.1s
[14400/16000] [L1: nan] 21.9+0.1s
[16000/16000] [L1: nan] 20.3+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.10s
Saving...
Total: 9.75s
[Epoch 189] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.9+0.6s
[3200/16000] [L1: nan] 22.6+0.1s
[4800/16000] [L1: nan] 22.6+0.1s
[6400/16000] [L1: nan] 22.1+0.1s
[8000/16000] [L1: nan] 21.6+0.1s
[9600/16000] [L1: nan] 20.4+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 22.0+0.0s
[14400/16000] [L1: nan] 21.4+0.1s
[16000/16000] [L1: nan] 22.0+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.01s
Saving...
Total: 9.61s
[Epoch 190] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.8+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.6+0.0s
[6400/16000] [L1: nan] 21.3+0.0s
[8000/16000] [L1: nan] 21.7+0.0s
[9600/16000] [L1: nan] 21.5+0.1s
[11200/16000] [L1: nan] 20.9+0.0s
[12800/16000] [L1: nan] 21.5+0.0s
[14400/16000] [L1: nan] 20.0+0.0s
[16000/16000] [L1: nan] 21.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.08s
Saving...
Total: 9.72s
[Epoch 191] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 22.2+0.6s
[3200/16000] [L1: nan] 20.7+0.1s
[4800/16000] [L1: nan] 19.2+0.0s
[6400/16000] [L1: nan] 21.4+0.0s
[8000/16000] [L1: nan] 21.5+0.0s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 21.2+0.0s
[12800/16000] [L1: nan] 20.5+0.0s
[14400/16000] [L1: nan] 21.2+0.0s
[16000/16000] [L1: nan] 21.0+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.09s
Saving...
Total: 9.59s
[Epoch 192] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.5+0.6s
[3200/16000] [L1: nan] 19.6+0.1s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 22.0+0.1s
[9600/16000] [L1: nan] 20.7+0.0s
[11200/16000] [L1: nan] 22.0+0.0s
[12800/16000] [L1: nan] 20.7+0.1s
[14400/16000] [L1: nan] 20.6+0.1s
[16000/16000] [L1: nan] 21.8+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.68s
[Epoch 193] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.7+0.7s
[3200/16000] [L1: nan] 21.7+0.1s
[4800/16000] [L1: nan] 22.2+0.1s
[6400/16000] [L1: nan] 22.3+0.1s
[8000/16000] [L1: nan] 22.1+0.0s
[9600/16000] [L1: nan] 21.9+0.1s
[11200/16000] [L1: nan] 22.0+0.1s
[12800/16000] [L1: nan] 22.0+0.1s
[14400/16000] [L1: nan] 21.0+0.1s
[16000/16000] [L1: nan] 21.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.97s
Saving...
Total: 9.59s
[Epoch 194] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.5+0.6s
[3200/16000] [L1: nan] 21.6+0.0s
[4800/16000] [L1: nan] 19.6+0.0s
[6400/16000] [L1: nan] 20.9+0.0s
[8000/16000] [L1: nan] 21.3+0.1s
[9600/16000] [L1: nan] 20.8+0.0s
[11200/16000] [L1: nan] 19.4+0.0s
[12800/16000] [L1: nan] 21.4+0.0s
[14400/16000] [L1: nan] 22.5+0.1s
[16000/16000] [L1: nan] 21.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.98s
Saving...
Total: 9.59s
[Epoch 195] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.6+0.6s
[3200/16000] [L1: nan] 22.1+0.1s
[4800/16000] [L1: nan] 21.8+0.0s
[6400/16000] [L1: nan] 21.0+0.1s
[8000/16000] [L1: nan] 21.1+0.1s
[9600/16000] [L1: nan] 22.7+0.1s
[11200/16000] [L1: nan] 21.5+0.1s
[12800/16000] [L1: nan] 21.4+0.1s
[14400/16000] [L1: nan] 20.7+0.0s
[16000/16000] [L1: nan] 21.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.58s
[Epoch 196] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.7s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 22.1+0.1s
[6400/16000] [L1: nan] 20.9+0.1s
[8000/16000] [L1: nan] 20.5+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 21.4+0.0s
[12800/16000] [L1: nan] 21.5+0.1s
[14400/16000] [L1: nan] 20.0+0.1s
[16000/16000] [L1: nan] 20.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.07s
Saving...
Total: 9.58s
[Epoch 197] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 21.1+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 21.9+0.1s
[8000/16000] [L1: nan] 21.4+0.1s
[9600/16000] [L1: nan] 19.7+0.0s
[11200/16000] [L1: nan] 19.6+0.0s
[12800/16000] [L1: nan] 22.3+0.0s
[14400/16000] [L1: nan] 21.9+0.0s
[16000/16000] [L1: nan] 21.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.31s
Saving...
Total: 9.97s
[Epoch 198] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.5+0.7s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.1+0.1s
[6400/16000] [L1: nan] 21.8+0.1s
[8000/16000] [L1: nan] 22.1+0.1s
[9600/16000] [L1: nan] 22.2+0.1s
[11200/16000] [L1: nan] 21.6+0.0s
[12800/16000] [L1: nan] 22.1+0.1s
[14400/16000] [L1: nan] 21.0+0.0s
[16000/16000] [L1: nan] 20.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.02s
Saving...
Total: 9.60s
[Epoch 199] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 21.3+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.8+0.1s
[6400/16000] [L1: nan] 20.9+0.0s
[8000/16000] [L1: nan] 21.2+0.1s
[9600/16000] [L1: nan] 21.7+0.1s
[11200/16000] [L1: nan] 21.9+0.1s
[12800/16000] [L1: nan] 21.8+0.1s
[14400/16000] [L1: nan] 22.3+0.1s
[16000/16000] [L1: nan] 20.9+0.1s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 8.99s
Saving...
Total: 10.11s
[Epoch 200] Learning rate: 1.00e-4
[1600/16000] [L1: nan] 20.2+0.7s
[3200/16000] [L1: nan] 22.5+0.1s
[4800/16000] [L1: nan] 19.5+0.1s
[6400/16000] [L1: nan] 19.7+0.0s
[8000/16000] [L1: nan] 20.0+0.0s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 21.7+0.1s
[12800/16000] [L1: nan] 21.7+0.1s
[14400/16000] [L1: nan] 21.8+0.1s
[16000/16000] [L1: nan] 21.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.58s
[Epoch 201] Learning rate: 2.50e-5
[1600/16000] [L1: nan] 20.7+0.7s
[3200/16000] [L1: nan] 18.7+0.0s
[4800/16000] [L1: nan] 19.1+0.0s
[6400/16000] [L1: nan] 18.7+0.0s
[8000/16000] [L1: nan] 21.4+0.0s
[9600/16000] [L1: nan] 21.6+0.1s
[11200/16000] [L1: nan] 21.5+0.0s
[12800/16000] [L1: nan] 22.3+0.1s
[14400/16000] [L1: nan] 21.6+0.1s
[16000/16000] [L1: nan] 21.4+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.15s
Saving...
Total: 9.76s
[Epoch 202] Learning rate: 5.00e-5
[1600/16000] [L1: nan] 21.4+0.6s
[3200/16000] [L1: nan] 21.5+0.1s
[4800/16000] [L1: nan] 21.3+0.1s
[6400/16000] [L1: nan] 20.2+0.0s
[8000/16000] [L1: nan] 21.5+0.1s
[9600/16000] [L1: nan] 21.3+0.1s
[11200/16000] [L1: nan] 21.2+0.1s
[12800/16000] [L1: nan] 21.0+0.0s
[14400/16000] [L1: nan] 22.1+0.1s
[16000/16000] [L1: nan] 22.1+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.03s
Saving...
Total: 9.63s
[Epoch 203] Learning rate: 5.00e-5
[1600/16000] [L1: nan] 20.4+0.6s
[3200/16000] [L1: nan] 21.1+0.1s
[4800/16000] [L1: nan] 21.7+0.1s
[6400/16000] [L1: nan] 21.6+0.1s
[8000/16000] [L1: nan] 22.3+0.1s
[9600/16000] [L1: nan] 22.0+0.1s
[11200/16000] [L1: nan] 21.2+0.0s
[12800/16000] [L1: nan] 21.8+0.1s
[14400/16000] [L1: nan] 22.0+0.1s
[16000/16000] [L1: nan] 21.9+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.05s
Saving...
Total: 9.58s
[Epoch 204] Learning rate: 5.00e-5
[1600/16000] [L1: nan] 21.1+0.6s
[3200/16000] [L1: nan] 21.2+0.1s
[4800/16000] [L1: nan] 21.6+0.1s
[6400/16000] [L1: nan] 21.5+0.1s
[8000/16000] [L1: nan] 21.7+0.1s
[9600/16000] [L1: nan] 21.4+0.1s
[11200/16000] [L1: nan] 20.8+0.1s
[12800/16000] [L1: nan] 21.0+0.0s
[14400/16000] [L1: nan] 21.5+0.0s
[16000/16000] [L1: nan] 19.2+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.13s
Saving...
Total: 9.80s
[Epoch 205] Learning rate: 5.00e-5
[1600/16000] [L1: nan] 21.6+0.6s
[3200/16000] [L1: nan] 21.8+0.1s
[4800/16000] [L1: nan] 21.4+0.0s
[6400/16000] [L1: nan] 21.9+0.1s
[8000/16000] [L1: nan] 21.1+0.0s
[9600/16000] [L1: nan] 21.0+0.1s
[11200/16000] [L1: nan] 22.2+0.1s
[12800/16000] [L1: nan] 21.9+0.1s
[14400/16000] [L1: nan] 21.4+0.1s
[16000/16000] [L1: nan] 20.5+0.0s
Evaluation:
[DIV2K x40] PSNR: nan (Best: nan @epoch 10)
Forward: 9.12s
Saving...
Total: 9.76s