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the dose rate of the Fugen Nuclear Power Station can be calculated in detail using the DERS software .
the change of the situation in calculating the dose rate , namely the change of the object , is known by the VRdose software by the special marker in DERS .
DERS can calculate the new dose rate corresponding to these changes .
this paper arranges the features , application manuals and design documents of the R5 version of this software .
a phase shift magnetic sensor system consisting of two coils , an amplifier and a phase shift circuit for sensing and output has been developed .
this circuit is a feedback circuit in which the resonance frequency shifts by the change of the input signal phase , and it is possible to detect the change of the magnetic characteristics of the object in the center of the two coil with high sensitivity and resolution .
as a coil , two coils of 800 turns were used in the reverse connection of 6 mm inside diameter .
in the experiment , the characteristics of tap water , pure water 

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using the DE@@ RS software , the dose rate of `` Fugen power '' can be calculated in detail .
the change of the situation in calculating the dose rate , i.e. , the change of the VR@@ dose software , is known by a special marker for DE@@ RS .
DE@@ RS can calculate the new dose rate in proportion to these changes .
this paper summarizes the features , utilization manuals and design document of R@@ 5 version of this software .
a phase‐@@ shift magnetic sensor system which consists of two coils , amplifiers , and phase shift circuits for sensing and output has been developed .
this circuit is a feedback circuit in which the resonance frequency shifts by the change of the input signal phase , and it can possible detect the change of magnetic properties of the object at the center of the two coils with high sensitivity and resolution .
as a coil , two coils of 800 turns of 6mm with inner diameter of 6 turns were connected and connected .
in the experiment , the characteristics of tap water treated with tap water , 

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[valid] zabs=11.19 lenloss=7.36 lenacc=0.04 loss=5.39 word_acc=0.25 kl=0.55 tokloss=4.38 tok+kl=4.93 * (epoch 1, step 312)                                                     [149/1929]
[valid] zabs=7.25 lenloss=4.13 lenacc=0.11 loss=4.80 word_acc=0.27 kl=0.47 tokloss=4.15 tok+kl=4.62 * (epoch 1, step 623)
[valid] zabs=6.67 lenloss=3.08 lenacc=0.19 loss=4.45 word_acc=0.28 kl=0.43 tokloss=3.93 tok+kl=4.36 * (epoch 1, step 934)
[valid] zabs=7.69 lenloss=2.56 lenacc=0.25 loss=4.07 word_acc=0.30 kl=0.16 tokloss=3.73 tok+kl=3.89 * (epoch 1, step 1245)
[train] zabs=8.38 lenloss=4.53 lenacc=0.14 loss=13.03 word_acc=0.27 kl=16.91 tokloss=4.12 tok+kl=21.03
[nmtlab] Ending epoch 1, spent 20 minutes
[TransformerScheduler] lr=0.00047 token/s
[valid] zabs=12.82 lenloss=2.32 lenacc=0.30 loss=3.86 word_acc=0.31 kl=0.19 tokloss=3.53 tok+kl=3.72 * (epoch 2, step 1559)
[valid] zabs=19.17 lenloss=2.37 lenacc=0.28 loss=3.80 word_acc=0.32 kl=0.26 tokloss=3.43 tok+kl=3.70 * (epoch 2, step 1870)
[valid] zabs=34.44 lenloss=2.62 lena

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[Gibbs Step 1] the dose rate of reactor of Fugen power in is in in using using of DE@@ RS software .
[Gibbs Step 2]  the dose rate of Fugen of Fugen plant is calculated in detail using using DE@@ RS software .
[Gibbs Step 3] the dose rate of Fugen of Fugen plant is calculated in detail using DE@@ RS software .
[Gibbs Step 4] the dose rate of Fugen of Fugen plant is in detail using DE@@ RS software .
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the change in the situation in calculating of rate , , , the the object of of of of is is by special marker of DE@@ R@@ S .
the change in the situation in calculating of rate , i.e. , the change change the change of object is by special marker of DE@@ ER@@ S .
the change in the situation in calculating dose rate , i.e. , the change of the of the is by special marker of DE@@ ER@@ S .
the change in the situation in calculating dose rate , i.e. , the change the change of object by special marker of DE@@ ER@@ S .
-

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orm tensor(344.7042, device='cuda:0')
norm tensor(343.3713, device='cuda:0')
norm tensor(342.8014, device='cuda:0')
norm tensor(342.7266, device='cuda:0')
norm tensor(341.7444, device='cuda:0')
norm tensor(342.6645, device='cuda:0')
-
.norm tensor(441.1272, device='cuda:0')
norm tensor(442.3554, device='cuda:0')
norm tensor(440.4716, device='cuda:0')

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[valid] neckloss=0.10 codepp=9.34 lenloss=4.61 lenacc=0.01 loss=12.34 word_acc=0.00 kl=2.53 tokloss=7.40 tok+kl=9.93 * (epoch 1, step 1)
[TransformerScheduler] lr=0.0001
[valid] neckloss=0.02 codepp=6.56 lenloss=4.83 lenacc=0.00 loss=13.42 word_acc=0.12 kl=6.24 tokloss=4.74 tok+kl=10.98 (epoch 1, step 328)
[valid] neckloss=0.03 codepp=22.59 lenloss=4.65 lenacc=0.01 loss=11.20 word_acc=0.32 kl=6.10 tokloss=2.74 tok+kl=8.84 * (epoch 1, step 655)
[valid] neckloss=0.05 codepp=52.40 lenloss=4.63 lenacc=0.02 loss=10.68 word_acc=0.40 kl=6.19 tokloss=2.12 tok+kl=8.31 * (epoch 1, step 982)
[valid] neckloss=0.10 codepp=120.26 lenloss=4.67 lenacc=0.00 loss=10.07 word_acc=0.51 kl=6.15 tokloss=1.49 tok+kl=7.64 * (epoch 1, step 1309)
[train] neckloss=0.05 codepp=38.60 lenloss=4.77 lenacc=0.01 loss=12.16 word_acc=0.27 kl=6.27 tokloss=3.46 tok+kl=9.73
[nmtlab] Ending epoch 1, spent 15 minutes
[TransformerScheduler] lr=0.0005.9 token/s
[valid] neckloss=0.14 codepp=158.60 lenloss=4.62 lenacc=0.00 loss=9.73 word_acc=0.55 kl=6.1

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0	the dose rate of the Fugen Nuclear Power Station can be calculated in detail using the DERS software .
0	the dose rate of the Fugen Nuclear Power Station can be calculated in detail by using the DERS software .
0	the dose rate of the Fugen Nuclear Power Plant can be calculated in detail using the DERS software .
1	the change of the situation in calculating the dose rate , namely the change of the object , is known by the VRdose software by the special marker in DERS .
1	the change of the situation in calculating the dose rate , namely the change of the object , is known by the VRdose software by the marker which is special for DERS .
1	the change of the situation in calculating the dose rate , namely the change of the object , is known by the VRdose software by the marker which is special to DERS .
2	DERS can calculate the new dose rate corresponding to these changes .
2	DERS can calculate a new dose rate corresponding to these changes .
2	the DERS can calculate the new dose rate corresponding to these chan

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0	the dose rate of the Fugen Nuclear Power Station can be calculated in detail using the DERS software .
0	the dose rate of the Fugen Nuclear Power Station is calculated in detail using the DERS software .
0	the dose rate of the Fugen Nuclear Power Station can be calculated in detail using the DERS software .
1	the VRdose software knows the change of the situation when the dose rate is calculated , that is , the change of the object is known by the special marker in DERS .
1	the change of the situation when the dose rate is calculated , namely , the change of the object is known by the special marker in DERS .
1	the change of the situation in calculating the dose rate , that is , the change of the object , is known by the VRdose software with the special marker in DERS .
2	DERS can calculate new dose rate in proportion to these changes .
2	DERS allows the calculation of new dose rate in proportion to these changes .
2	DERS can calculate new dose rate in proportion to these changes .
3	the features , usage man

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0	<c1> <c1> <eoc> the dose rate of `` Fugen nuclear power plant '' can be calculated in detail using DERS software .
0	<c1> <c3> <eoc> the dose rate of `` Fugen nuclear power plant '' can be calculated in detail using DERS software .
0	<c3> <c2> <eoc> using DERS software , the dose rate of `` Fugen Nuclear Power Station '' can be calculated in detail .
1	<c1> <c2> <eoc> the change of the situation in calculating the dose rate , namely the change of the object , is known by the special marker of DRERS .
1	<c1> <c4> <eoc> the change of the situation in calculating the dose rate , namely the change of the object , is known by the special marker of DRERS .
1	<c4> <c2> <eoc> the change of the situation in the calculation of the dose rate , namely the change of the object , is made by the special marker of DRERS in the change of the object .
2	<c1> <c1> <eoc> DERS can calculate the new dose rate corresponding to these changes .
2	<c1> <c3> <eoc> DERS can calculate the new dose rate corresponding to these changes .

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article id, system a, system b, answer
4,1,0,0
79,2,0,0
20,1,0,0
10,1,0,0
42,0,2,0
85,0,2,2
73,0,2,2
35,1,0,1
89,1,2,1