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# BERiT_wl_custom_architecture_150_epochs

This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 6.1874

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.0005
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 150

### Training results

| Training Loss | Epoch  | Step   | Validation Loss |
|:-------------:|:------:|:------:|:---------------:|
| 24.8046       | 0.19   | 500    | 12.7123         |
| 11.0129       | 0.39   | 1000   | 9.6736          |
| 8.9635        | 0.58   | 1500   | 8.4964          |
| 8.0902        | 0.77   | 2000   | 7.8951          |
| 7.9548        | 0.97   | 2500   | 7.8226          |
| 7.6509        | 1.16   | 3000   | 7.7462          |
| 7.6147        | 1.36   | 3500   | 7.6485          |
| 7.5591        | 1.55   | 4000   | 7.6231          |
| 7.5172        | 1.74   | 4500   | 7.6365          |
| 7.4983        | 1.94   | 5000   | 7.4450          |
| 7.4245        | 2.13   | 5500   | 7.4577          |
| 7.2719        | 2.32   | 6000   | 7.3436          |
| 7.3124        | 2.52   | 6500   | 7.3705          |
| 7.2521        | 2.71   | 7000   | 7.3035          |
| 7.2334        | 2.9    | 7500   | 7.3254          |
| 7.2194        | 3.1    | 8000   | 7.2225          |
| 7.1485        | 3.29   | 8500   | 7.1902          |
| 7.1457        | 3.49   | 9000   | 7.2074          |
| 7.0741        | 3.68   | 9500   | 7.1499          |
| 7.0648        | 3.87   | 10000  | 7.1375          |
| 7.1039        | 4.07   | 10500  | 7.0124          |
| 7.063         | 4.26   | 11000  | 7.0609          |
| 7.0149        | 4.45   | 11500  | 7.0481          |
| 6.9925        | 4.65   | 12000  | 6.9921          |
| 7.007         | 4.84   | 12500  | 6.9332          |
| 6.9724        | 5.03   | 13000  | 6.9564          |
| 6.9151        | 5.23   | 13500  | 6.9191          |
| 6.9024        | 5.42   | 14000  | 6.9580          |
| 6.9217        | 5.62   | 14500  | 6.9994          |
| 6.8691        | 5.81   | 15000  | 6.8627          |
| 6.9037        | 6.0    | 15500  | 6.9464          |
| 6.9068        | 6.2    | 16000  | 6.8337          |
| 6.8132        | 6.39   | 16500  | 6.9507          |
| 6.879         | 6.58   | 17000  | 6.8269          |
| 6.8611        | 6.78   | 17500  | 6.8231          |
| 6.832         | 6.97   | 18000  | 6.8648          |
| 6.888         | 7.16   | 18500  | 6.9218          |
| 6.846         | 7.36   | 19000  | 6.8436          |
| 6.8934        | 7.55   | 19500  | 6.8003          |
| 6.8736        | 7.75   | 20000  | 6.7671          |
| 6.8185        | 7.94   | 20500  | 6.7706          |
| 6.8035        | 8.13   | 21000  | 6.7937          |
| 6.8225        | 8.33   | 21500  | 6.7516          |
| 6.7246        | 8.52   | 22000  | 6.7865          |
| 6.8394        | 8.71   | 22500  | 6.7451          |
| 6.8449        | 8.91   | 23000  | 6.7132          |
| 6.8184        | 9.1    | 23500  | 6.7226          |
| 6.7183        | 9.3    | 24000  | 6.7481          |
| 6.7688        | 9.49   | 24500  | 6.8439          |
| 6.8213        | 9.68   | 25000  | 6.7382          |
| 6.8382        | 9.88   | 25500  | 6.7100          |
| 6.8008        | 10.07  | 26000  | 6.7362          |
| 6.7856        | 10.26  | 26500  | 6.7150          |
| 6.7678        | 10.46  | 27000  | 6.6879          |
| 6.7181        | 10.65  | 27500  | 6.6985          |
| 6.7794        | 10.84  | 28000  | 6.7540          |
| 6.793         | 11.04  | 28500  | 6.6759          |
| 6.758         | 11.23  | 29000  | 6.8282          |
| 6.7859        | 11.43  | 29500  | 6.7199          |
| 6.7246        | 11.62  | 30000  | 6.7159          |
| 6.7074        | 11.81  | 30500  | 6.6741          |
| 6.7431        | 12.01  | 31000  | 6.5994          |
| 6.7848        | 12.2   | 31500  | 6.7413          |
| 6.6443        | 12.39  | 32000  | 6.7307          |
| 6.713         | 12.59  | 32500  | 6.6367          |
| 6.7182        | 12.78  | 33000  | 6.7215          |
| 6.6531        | 12.97  | 33500  | 6.6576          |
| 6.6817        | 13.17  | 34000  | 6.6298          |
| 6.658         | 13.36  | 34500  | 6.6509          |
| 6.6476        | 13.56  | 35000  | 6.6960          |
| 6.7139        | 13.75  | 35500  | 6.6714          |
| 6.7637        | 13.94  | 36000  | 6.6451          |
| 6.6502        | 14.14  | 36500  | 6.6299          |
| 6.6488        | 14.33  | 37000  | 6.5919          |
| 6.6018        | 14.52  | 37500  | 6.6460          |
| 6.6399        | 14.72  | 38000  | 6.5534          |
| 6.6708        | 14.91  | 38500  | 6.5580          |
| 6.618         | 15.1   | 39000  | 6.6200          |
| 6.6335        | 15.3   | 39500  | 6.6398          |
| 6.6793        | 15.49  | 40000  | 6.6470          |
| 6.6304        | 15.69  | 40500  | 6.5910          |
| 6.572         | 15.88  | 41000  | 6.6311          |
| 6.5509        | 16.07  | 41500  | 6.5615          |
| 6.5801        | 16.27  | 42000  | 6.6375          |
| 6.5925        | 16.46  | 42500  | 6.5788          |
| 6.6053        | 16.65  | 43000  | 6.5777          |
| 6.574         | 16.85  | 43500  | 6.5225          |
| 6.6412        | 17.04  | 44000  | 6.6745          |
| 6.6383        | 17.23  | 44500  | 6.6072          |
| 6.5596        | 17.43  | 45000  | 6.6791          |
| 6.5853        | 17.62  | 45500  | 6.5915          |
| 6.5862        | 17.82  | 46000  | 6.5101          |
| 6.5739        | 18.01  | 46500  | 6.5603          |
| 6.5988        | 18.2   | 47000  | 6.6307          |
| 6.5824        | 18.4   | 47500  | 6.5721          |
| 6.6016        | 18.59  | 48000  | 6.6443          |
| 6.5254        | 18.78  | 48500  | 6.6235          |
| 6.6509        | 18.98  | 49000  | 6.5812          |
| 6.5534        | 19.17  | 49500  | 6.6311          |
| 6.5439        | 19.36  | 50000  | 6.5190          |
| 6.4958        | 19.56  | 50500  | 6.6022          |
| 6.5812        | 19.75  | 51000  | 6.6042          |
| 6.5624        | 19.95  | 51500  | 6.5598          |
| 6.4915        | 20.14  | 52000  | 6.5793          |
| 6.495         | 20.33  | 52500  | 6.4773          |
| 6.579         | 20.53  | 53000  | 6.4957          |
| 6.6115        | 20.72  | 53500  | 6.5144          |
| 6.5592        | 20.91  | 54000  | 6.5099          |
| 6.5474        | 21.11  | 54500  | 6.4373          |
| 6.5568        | 21.3   | 55000  | 6.4581          |
| 6.4647        | 21.49  | 55500  | 6.4053          |
| 6.5423        | 21.69  | 56000  | 6.4721          |
| 6.4784        | 21.88  | 56500  | 6.6378          |
| 6.4668        | 22.08  | 57000  | 6.4698          |
| 6.53          | 22.27  | 57500  | 6.3605          |
| 6.5545        | 22.46  | 58000  | 6.4776          |
| 6.5224        | 22.66  | 58500  | 6.5105          |
| 6.5243        | 22.85  | 59000  | 6.4652          |
| 6.5483        | 23.04  | 59500  | 6.5137          |
| 6.4688        | 23.24  | 60000  | 6.3626          |
| 6.4506        | 23.43  | 60500  | 6.5526          |
| 6.4591        | 23.63  | 61000  | 6.5378          |
| 6.5187        | 23.82  | 61500  | 6.4938          |
| 6.5293        | 24.01  | 62000  | 6.5242          |
| 6.4809        | 24.21  | 62500  | 6.3641          |
| 6.4143        | 24.4   | 63000  | 6.5578          |
| 6.4946        | 24.59  | 63500  | 6.5679          |
| 6.4409        | 24.79  | 64000  | 6.5742          |
| 6.5167        | 24.98  | 64500  | 6.4332          |
| 6.4738        | 25.17  | 65000  | 6.4865          |
| 6.479         | 25.37  | 65500  | 6.4287          |
| 6.5774        | 25.56  | 66000  | 6.4854          |
| 6.5448        | 25.76  | 66500  | 6.5641          |
| 6.4514        | 25.95  | 67000  | 6.5859          |
| 6.446         | 26.14  | 67500  | 6.5205          |
| 6.5242        | 26.34  | 68000  | 6.3855          |
| 6.3822        | 26.53  | 68500  | 6.5322          |
| 6.4347        | 26.72  | 69000  | 6.4999          |
| 6.4718        | 26.92  | 69500  | 6.5620          |
| 6.4764        | 27.11  | 70000  | 6.4305          |
| 6.4518        | 27.3   | 70500  | 6.5363          |
| 6.4408        | 27.5   | 71000  | 6.5173          |
| 6.5088        | 27.69  | 71500  | 6.5415          |
| 6.4482        | 27.89  | 72000  | 6.4463          |
| 6.4399        | 28.08  | 72500  | 6.6054          |
| 6.4729        | 28.27  | 73000  | 6.3815          |
| 6.4443        | 28.47  | 73500  | 6.4110          |
| 6.3291        | 28.66  | 74000  | 6.5276          |
| 6.5036        | 28.85  | 74500  | 6.4105          |
| 6.3918        | 29.05  | 75000  | 6.3938          |
| 6.4873        | 29.24  | 75500  | 6.5735          |
| 6.4014        | 29.43  | 76000  | 6.5164          |
| 6.432         | 29.63  | 76500  | 6.4788          |
| 6.4125        | 29.82  | 77000  | 6.5010          |
| 6.4635        | 30.02  | 77500  | 6.5212          |
| 6.4787        | 30.21  | 78000  | 6.4719          |
| 6.3789        | 30.4   | 78500  | 6.4668          |
| 6.4376        | 30.6   | 79000  | 6.4990          |
| 6.4255        | 30.79  | 79500  | 6.5125          |
| 6.4482        | 30.98  | 80000  | 6.5029          |
| 6.4854        | 31.18  | 80500  | 6.4148          |
| 6.3694        | 31.37  | 81000  | 6.3913          |
| 6.4794        | 31.56  | 81500  | 6.4093          |
| 6.5298        | 31.76  | 82000  | 6.4897          |
| 6.4557        | 31.95  | 82500  | 6.5037          |
| 6.4667        | 32.15  | 83000  | 6.5143          |
| 6.4302        | 32.34  | 83500  | 6.3899          |
| 6.3902        | 32.53  | 84000  | 6.3984          |
| 6.4345        | 32.73  | 84500  | 6.5251          |
| 6.4463        | 32.92  | 85000  | 6.3555          |
| 6.4069        | 33.11  | 85500  | 6.5103          |
| 6.3956        | 33.31  | 86000  | 6.4315          |
| 6.3726        | 33.5   | 86500  | 6.4607          |
| 6.4322        | 33.69  | 87000  | 6.4607          |
| 6.4396        | 33.89  | 87500  | 6.5517          |
| 6.3791        | 34.08  | 88000  | 6.3945          |
| 6.4187        | 34.28  | 88500  | 6.4253          |
| 6.3014        | 34.47  | 89000  | 6.4347          |
| 6.407         | 34.66  | 89500  | 6.3437          |
| 6.3979        | 34.86  | 90000  | 6.4753          |
| 6.3886        | 35.05  | 90500  | 6.4109          |
| 6.4035        | 35.24  | 91000  | 6.4625          |
| 6.3834        | 35.44  | 91500  | 6.2892          |
| 6.483         | 35.63  | 92000  | 6.3512          |
| 6.4095        | 35.82  | 92500  | 6.4270          |
| 6.3819        | 36.02  | 93000  | 6.5161          |
| 6.3699        | 36.21  | 93500  | 6.3608          |
| 6.4221        | 36.41  | 94000  | 6.4575          |
| 6.3719        | 36.6   | 94500  | 6.3277          |
| 6.3649        | 36.79  | 95000  | 6.4155          |
| 6.3472        | 36.99  | 95500  | 6.3126          |
| 6.4035        | 37.18  | 96000  | 6.3849          |
| 6.4118        | 37.37  | 96500  | 6.3637          |
| 6.4002        | 37.57  | 97000  | 6.5024          |
| 6.3689        | 37.76  | 97500  | 6.4493          |
| 6.4304        | 37.96  | 98000  | 6.3921          |
| 6.3789        | 38.15  | 98500  | 6.5012          |
| 6.3972        | 38.34  | 99000  | 6.4389          |
| 6.3478        | 38.54  | 99500  | 6.3466          |
| 6.3232        | 38.73  | 100000 | 6.3382          |
| 6.3631        | 38.92  | 100500 | 6.3558          |
| 6.3657        | 39.12  | 101000 | 6.3970          |
| 6.2932        | 39.31  | 101500 | 6.4777          |
| 6.3664        | 39.5   | 102000 | 6.2743          |
| 6.3362        | 39.7   | 102500 | 6.3683          |
| 6.2768        | 39.89  | 103000 | 6.3196          |
| 6.334         | 40.09  | 103500 | 6.3221          |
| 6.3592        | 40.28  | 104000 | 6.4366          |
| 6.3813        | 40.47  | 104500 | 6.3348          |
| 6.3267        | 40.67  | 105000 | 6.4029          |
| 6.3469        | 40.86  | 105500 | 6.4179          |
| 6.3868        | 41.05  | 106000 | 6.4578          |
| 6.3341        | 41.25  | 106500 | 6.2580          |
| 6.2609        | 41.44  | 107000 | 6.3612          |
| 6.389         | 41.63  | 107500 | 6.3980          |
| 6.3666        | 41.83  | 108000 | 6.3497          |
| 6.4192        | 42.02  | 108500 | 6.2666          |
| 6.3131        | 42.22  | 109000 | 6.5009          |
| 6.3601        | 42.41  | 109500 | 6.3073          |
| 6.3056        | 42.6   | 110000 | 6.4017          |
| 6.2856        | 42.8   | 110500 | 6.4237          |
| 6.3414        | 42.99  | 111000 | 6.3046          |
| 6.2585        | 43.18  | 111500 | 6.4079          |
| 6.3364        | 43.38  | 112000 | 6.3337          |
| 6.3018        | 43.57  | 112500 | 6.3583          |
| 6.2755        | 43.76  | 113000 | 6.2363          |
| 6.3035        | 43.96  | 113500 | 6.4418          |
| 6.329         | 44.15  | 114000 | 6.3339          |
| 6.3575        | 44.35  | 114500 | 6.2747          |
| 6.2961        | 44.54  | 115000 | 6.3100          |
| 6.3076        | 44.73  | 115500 | 6.2249          |
| 6.2606        | 44.93  | 116000 | 6.4091          |
| 6.3815        | 45.12  | 116500 | 6.3758          |
| 6.2911        | 45.31  | 117000 | 6.4308          |
| 6.3574        | 45.51  | 117500 | 6.3929          |
| 6.3193        | 45.7   | 118000 | 6.3429          |
| 6.2575        | 45.89  | 118500 | 6.4090          |
| 6.3526        | 46.09  | 119000 | 6.3755          |
| 6.3276        | 46.28  | 119500 | 6.2963          |
| 6.312         | 46.48  | 120000 | 6.3950          |
| 6.3039        | 46.67  | 120500 | 6.3574          |
| 6.3238        | 46.86  | 121000 | 6.4058          |
| 6.3289        | 47.06  | 121500 | 6.3378          |
| 6.2875        | 47.25  | 122000 | 6.3826          |
| 6.2757        | 47.44  | 122500 | 6.3762          |
| 6.3295        | 47.64  | 123000 | 6.3390          |
| 6.3808        | 47.83  | 123500 | 6.4283          |
| 6.2946        | 48.02  | 124000 | 6.4961          |
| 6.2336        | 48.22  | 124500 | 6.4333          |
| 6.2962        | 48.41  | 125000 | 6.3670          |
| 6.2817        | 48.61  | 125500 | 6.4529          |
| 6.3436        | 48.8   | 126000 | 6.4104          |
| 6.3781        | 48.99  | 126500 | 6.4424          |
| 6.2011        | 49.19  | 127000 | 6.3477          |
| 6.2685        | 49.38  | 127500 | 6.5722          |
| 6.3064        | 49.57  | 128000 | 6.2416          |
| 6.281         | 49.77  | 128500 | 6.2986          |
| 6.2667        | 49.96  | 129000 | 6.5320          |
| 6.2257        | 50.15  | 129500 | 6.3083          |
| 6.3593        | 50.35  | 130000 | 6.2661          |
| 6.2716        | 50.54  | 130500 | 6.4043          |
| 6.3103        | 50.74  | 131000 | 6.2645          |
| 6.3174        | 50.93  | 131500 | 6.3595          |
| 6.2355        | 51.12  | 132000 | 6.5065          |
| 6.2585        | 51.32  | 132500 | 6.3787          |
| 6.2728        | 51.51  | 133000 | 6.4104          |
| 6.2537        | 51.7   | 133500 | 6.3260          |
| 6.2933        | 51.9   | 134000 | 6.3715          |
| 6.1818        | 52.09  | 134500 | 6.2909          |
| 6.2838        | 52.29  | 135000 | 6.3538          |
| 6.233         | 52.48  | 135500 | 6.3544          |
| 6.2805        | 52.67  | 136000 | 6.3863          |
| 6.2157        | 52.87  | 136500 | 6.3701          |
| 6.2898        | 53.06  | 137000 | 6.3410          |
| 6.345         | 53.25  | 137500 | 6.3239          |
| 6.2705        | 53.45  | 138000 | 6.4318          |
| 6.2903        | 53.64  | 138500 | 6.2804          |
| 6.263         | 53.83  | 139000 | 6.3537          |
| 6.2182        | 54.03  | 139500 | 6.3480          |
| 6.2744        | 54.22  | 140000 | 6.3195          |
| 6.3152        | 54.42  | 140500 | 6.3934          |
| 6.2659        | 54.61  | 141000 | 6.3332          |
| 6.2617        | 54.8   | 141500 | 6.2579          |
| 6.3094        | 55.0   | 142000 | 6.2328          |
| 6.3308        | 55.19  | 142500 | 6.4148          |
| 6.2936        | 55.38  | 143000 | 6.2176          |
| 6.2945        | 55.58  | 143500 | 6.4020          |
| 6.1785        | 55.77  | 144000 | 6.1351          |
| 6.2737        | 55.96  | 144500 | 6.2304          |
| 6.2682        | 56.16  | 145000 | 6.2812          |
| 6.2155        | 56.35  | 145500 | 6.2700          |
| 6.226         | 56.55  | 146000 | 6.2475          |
| 6.2009        | 56.74  | 146500 | 6.3340          |
| 6.2521        | 56.93  | 147000 | 6.3261          |
| 6.1959        | 57.13  | 147500 | 6.3872          |
| 6.2285        | 57.32  | 148000 | 6.3304          |
| 6.2091        | 57.51  | 148500 | 6.3322          |
| 6.239         | 57.71  | 149000 | 6.2846          |
| 6.1941        | 57.9   | 149500 | 6.4017          |
| 6.2541        | 58.09  | 150000 | 6.2042          |
| 6.226         | 58.29  | 150500 | 6.3695          |
| 6.2403        | 58.48  | 151000 | 6.3264          |
| 6.2554        | 58.68  | 151500 | 6.2559          |
| 6.3007        | 58.87  | 152000 | 6.3502          |
| 6.2424        | 59.06  | 152500 | 6.3547          |
| 6.2272        | 59.26  | 153000 | 6.4295          |
| 6.1892        | 59.45  | 153500 | 6.6607          |
| 6.2815        | 59.64  | 154000 | 6.3525          |
| 6.2244        | 59.84  | 154500 | 6.3523          |
| 6.2797        | 60.03  | 155000 | 6.3626          |
| 6.2187        | 60.22  | 155500 | 6.4222          |
| 6.2169        | 60.42  | 156000 | 6.3485          |
| 6.2496        | 60.61  | 156500 | 6.3356          |
| 6.1102        | 60.81  | 157000 | 6.3071          |
| 6.3578        | 61.0   | 157500 | 6.3002          |
| 6.2318        | 61.19  | 158000 | 6.4061          |
| 6.2639        | 61.39  | 158500 | 6.3478          |
| 6.2794        | 61.58  | 159000 | 6.2974          |
| 6.2083        | 61.77  | 159500 | 6.3217          |
| 6.2093        | 61.97  | 160000 | 6.3045          |
| 6.1462        | 62.16  | 160500 | 6.1949          |
| 6.3406        | 62.35  | 161000 | 6.4346          |
| 6.2244        | 62.55  | 161500 | 6.3671          |
| 6.1255        | 62.74  | 162000 | 6.2972          |
| 6.1893        | 62.94  | 162500 | 6.4379          |
| 6.3224        | 63.13  | 163000 | 6.3682          |
| 6.1818        | 63.32  | 163500 | 6.4431          |
| 6.2361        | 63.52  | 164000 | 6.3767          |
| 6.244         | 63.71  | 164500 | 6.2516          |
| 6.187         | 63.9   | 165000 | 6.3070          |
| 6.1588        | 64.1   | 165500 | 6.4251          |
| 6.1975        | 64.29  | 166000 | 6.2673          |
| 6.2274        | 64.48  | 166500 | 6.3508          |
| 6.2535        | 64.68  | 167000 | 6.4831          |
| 6.2225        | 64.87  | 167500 | 6.3635          |
| 6.2468        | 65.07  | 168000 | 6.2326          |
| 6.2217        | 65.26  | 168500 | 6.4788          |
| 6.2087        | 65.45  | 169000 | 6.3234          |
| 6.2096        | 65.65  | 169500 | 6.2796          |
| 6.2535        | 65.84  | 170000 | 6.4544          |
| 6.2393        | 66.03  | 170500 | 6.4444          |
| 6.1029        | 66.23  | 171000 | 6.3661          |
| 6.2625        | 66.42  | 171500 | 6.3198          |
| 6.2007        | 66.62  | 172000 | 6.2895          |
| 6.2242        | 66.81  | 172500 | 6.3142          |
| 6.1879        | 67.0   | 173000 | 6.2988          |
| 6.2059        | 67.2   | 173500 | 6.3206          |
| 6.1516        | 67.39  | 174000 | 6.3751          |
| 6.1668        | 67.58  | 174500 | 6.4656          |
| 6.2432        | 67.78  | 175000 | 6.3792          |
| 6.2393        | 67.97  | 175500 | 6.2346          |
| 6.1305        | 68.16  | 176000 | 6.3603          |
| 6.178         | 68.36  | 176500 | 6.2234          |
| 6.212         | 68.55  | 177000 | 6.4403          |
| 6.2127        | 68.75  | 177500 | 6.5191          |
| 6.2136        | 68.94  | 178000 | 6.2183          |
| 6.2512        | 69.13  | 178500 | 6.3650          |
| 6.1163        | 69.33  | 179000 | 6.5378          |
| 6.1848        | 69.52  | 179500 | 6.4186          |
| 6.1964        | 69.71  | 180000 | 6.2395          |
| 6.1588        | 69.91  | 180500 | 6.5267          |
| 6.1854        | 70.1   | 181000 | 6.3233          |
| 6.1393        | 70.29  | 181500 | 6.3408          |
| 6.2122        | 70.49  | 182000 | 6.3399          |
| 6.222         | 70.68  | 182500 | 6.4418          |
| 6.1902        | 70.88  | 183000 | 6.4005          |
| 6.2175        | 71.07  | 183500 | 6.2667          |
| 6.2296        | 71.26  | 184000 | 6.3934          |
| 6.1185        | 71.46  | 184500 | 6.3090          |
| 6.1187        | 71.65  | 185000 | 6.3091          |
| 6.2343        | 71.84  | 185500 | 6.3387          |
| 6.2313        | 72.04  | 186000 | 6.4123          |
| 6.1379        | 72.23  | 186500 | 6.4942          |
| 6.238         | 72.42  | 187000 | 6.3057          |
| 6.1262        | 72.62  | 187500 | 6.4627          |
| 6.1365        | 72.81  | 188000 | 6.2741          |
| 6.1417        | 73.01  | 188500 | 6.3133          |
| 6.149         | 73.2   | 189000 | 6.3316          |
| 6.204         | 73.39  | 189500 | 6.3873          |
| 6.2358        | 73.59  | 190000 | 6.2632          |
| 6.16          | 73.78  | 190500 | 6.3650          |
| 6.2077        | 73.97  | 191000 | 6.4518          |
| 6.1722        | 74.17  | 191500 | 6.2005          |
| 6.0955        | 74.36  | 192000 | 6.2851          |
| 6.1319        | 74.55  | 192500 | 6.2528          |
| 6.1369        | 74.75  | 193000 | 6.5142          |
| 6.2238        | 74.94  | 193500 | 6.3739          |
| 6.1216        | 75.14  | 194000 | 6.2585          |
| 6.1693        | 75.33  | 194500 | 6.3033          |
| 6.12          | 75.52  | 195000 | 6.3827          |
| 6.2106        | 75.72  | 195500 | 6.2327          |
| 6.2167        | 75.91  | 196000 | 6.2846          |
| 6.1482        | 76.1   | 196500 | 6.4921          |
| 6.1469        | 76.3   | 197000 | 6.3111          |
| 6.1408        | 76.49  | 197500 | 6.3837          |
| 6.1839        | 76.68  | 198000 | 6.2321          |
| 6.2089        | 76.88  | 198500 | 6.3958          |
| 6.105         | 77.07  | 199000 | 6.4688          |
| 6.1359        | 77.27  | 199500 | 6.3164          |
| 6.0968        | 77.46  | 200000 | 6.3570          |
| 6.1781        | 77.65  | 200500 | 6.2488          |
| 6.1875        | 77.85  | 201000 | 6.2816          |
| 6.1976        | 78.04  | 201500 | 6.4296          |
| 6.1707        | 78.23  | 202000 | 6.1862          |
| 6.151         | 78.43  | 202500 | 6.3307          |
| 6.1146        | 78.62  | 203000 | 6.3054          |
| 6.1971        | 78.81  | 203500 | 6.3942          |
| 6.2385        | 79.01  | 204000 | 6.2846          |
| 6.1088        | 79.2   | 204500 | 6.5546          |
| 6.1813        | 79.4   | 205000 | 6.4800          |
| 6.2204        | 79.59  | 205500 | 6.3196          |
| 6.1673        | 79.78  | 206000 | 6.4677          |
| 6.2331        | 79.98  | 206500 | 6.2786          |
| 6.0863        | 80.17  | 207000 | 6.3500          |
| 6.1129        | 80.36  | 207500 | 6.2943          |
| 6.158         | 80.56  | 208000 | 6.3409          |
| 6.1544        | 80.75  | 208500 | 6.2672          |
| 6.1335        | 80.95  | 209000 | 6.3621          |
| 6.224         | 81.14  | 209500 | 6.3680          |
| 6.0753        | 81.33  | 210000 | 6.1947          |
| 6.1137        | 81.53  | 210500 | 6.4236          |
| 6.1313        | 81.72  | 211000 | 6.2549          |
| 6.2197        | 81.91  | 211500 | 6.2092          |
| 6.1815        | 82.11  | 212000 | 6.3099          |
| 6.0535        | 82.3   | 212500 | 6.4345          |
| 6.1012        | 82.49  | 213000 | 6.2444          |
| 6.1536        | 82.69  | 213500 | 6.4629          |
| 6.1593        | 82.88  | 214000 | 6.2807          |
| 6.1092        | 83.08  | 214500 | 6.3169          |
| 6.1626        | 83.27  | 215000 | 6.1781          |
| 6.1653        | 83.46  | 215500 | 6.3139          |
| 6.2015        | 83.66  | 216000 | 6.4126          |
| 6.1827        | 83.85  | 216500 | 6.3927          |
| 6.1526        | 84.04  | 217000 | 6.2633          |
| 6.1705        | 84.24  | 217500 | 6.4309          |
| 6.0917        | 84.43  | 218000 | 6.4007          |
| 6.1351        | 84.62  | 218500 | 6.2670          |
| 6.0758        | 84.82  | 219000 | 6.4789          |
| 6.0173        | 85.01  | 219500 | 6.3091          |
| 6.1034        | 85.21  | 220000 | 6.3755          |
| 6.1238        | 85.4   | 220500 | 6.6736          |
| 6.1324        | 85.59  | 221000 | 6.3754          |
| 6.1871        | 85.79  | 221500 | 6.2746          |
| 6.1551        | 85.98  | 222000 | 6.4359          |
| 6.2199        | 86.17  | 222500 | 6.2856          |
| 6.1714        | 86.37  | 223000 | 6.1998          |
| 6.0669        | 86.56  | 223500 | 6.4683          |
| 6.1031        | 86.75  | 224000 | 6.1940          |
| 6.1374        | 86.95  | 224500 | 6.4674          |
| 6.1401        | 87.14  | 225000 | 6.3528          |
| 6.1558        | 87.34  | 225500 | 6.4459          |
| 6.0512        | 87.53  | 226000 | 6.1757          |
| 6.1377        | 87.72  | 226500 | 6.2645          |
| 6.1375        | 87.92  | 227000 | 6.2402          |
| 6.0926        | 88.11  | 227500 | 6.3162          |
| 6.0877        | 88.3   | 228000 | 6.3065          |
| 6.0844        | 88.5   | 228500 | 6.4125          |
| 6.0767        | 88.69  | 229000 | 6.4825          |
| 6.191         | 88.88  | 229500 | 6.3003          |
| 6.1155        | 89.08  | 230000 | 6.4964          |
| 6.1384        | 89.27  | 230500 | 6.2906          |
| 6.0938        | 89.47  | 231000 | 6.2359          |
| 6.1078        | 89.66  | 231500 | 6.2931          |
| 6.131         | 89.85  | 232000 | 6.4932          |
| 6.0469        | 90.05  | 232500 | 6.3953          |
| 6.0826        | 90.24  | 233000 | 6.2308          |
| 6.1054        | 90.43  | 233500 | 6.4096          |
| 6.128         | 90.63  | 234000 | 6.3669          |
| 6.0942        | 90.82  | 234500 | 6.2291          |
| 6.0902        | 91.01  | 235000 | 6.4129          |
| 6.0365        | 91.21  | 235500 | 6.4048          |
| 6.103         | 91.4   | 236000 | 6.3340          |
| 6.1112        | 91.6   | 236500 | 6.5937          |
| 6.1402        | 91.79  | 237000 | 6.3795          |
| 6.1814        | 91.98  | 237500 | 6.4101          |
| 6.0968        | 92.18  | 238000 | 6.3921          |
| 6.0877        | 92.37  | 238500 | 6.2881          |
| 6.1681        | 92.56  | 239000 | 6.3770          |
| 6.0637        | 92.76  | 239500 | 6.3274          |
| 6.0718        | 92.95  | 240000 | 6.3356          |
| 6.1199        | 93.14  | 240500 | 6.2784          |
| 6.0929        | 93.34  | 241000 | 6.4138          |
| 6.1539        | 93.53  | 241500 | 6.2909          |
| 6.1256        | 93.73  | 242000 | 6.2933          |
| 6.1872        | 93.92  | 242500 | 6.2459          |
| 6.1           | 94.11  | 243000 | 6.3982          |
| 6.1501        | 94.31  | 243500 | 6.2645          |
| 6.0529        | 94.5   | 244000 | 6.3445          |
| 6.0918        | 94.69  | 244500 | 6.2230          |
| 6.1225        | 94.89  | 245000 | 6.3748          |
| 5.9916        | 95.08  | 245500 | 6.2621          |
| 6.1878        | 95.27  | 246000 | 6.3305          |
| 6.0875        | 95.47  | 246500 | 6.2892          |
| 6.0954        | 95.66  | 247000 | 6.2581          |
| 6.1167        | 95.86  | 247500 | 6.2420          |
| 6.1107        | 96.05  | 248000 | 6.4639          |
| 6.0755        | 96.24  | 248500 | 6.3044          |
| 6.0976        | 96.44  | 249000 | 6.3260          |
| 6.1027        | 96.63  | 249500 | 6.2483          |
| 6.1056        | 96.82  | 250000 | 6.3190          |
| 6.0187        | 97.02  | 250500 | 6.2452          |
| 6.1126        | 97.21  | 251000 | 6.2942          |
| 6.1266        | 97.41  | 251500 | 6.4213          |
| 6.1217        | 97.6   | 252000 | 6.3464          |
| 6.0499        | 97.79  | 252500 | 6.3229          |
| 6.1124        | 97.99  | 253000 | 6.3027          |
| 6.108         | 98.18  | 253500 | 6.4417          |
| 6.0534        | 98.37  | 254000 | 6.3782          |
| 6.0398        | 98.57  | 254500 | 6.3178          |
| 6.047         | 98.76  | 255000 | 6.3298          |
| 6.1422        | 98.95  | 255500 | 6.3007          |
| 6.1034        | 99.15  | 256000 | 6.3839          |
| 6.0293        | 99.34  | 256500 | 6.4343          |
| 6.0068        | 99.54  | 257000 | 6.3719          |
| 6.1498        | 99.73  | 257500 | 6.2130          |
| 6.1296        | 99.92  | 258000 | 6.2153          |
| 6.0647        | 100.12 | 258500 | 6.3747          |
| 6.1241        | 100.31 | 259000 | 6.2765          |
| 6.0512        | 100.5  | 259500 | 6.1901          |
| 6.0628        | 100.7  | 260000 | 6.2999          |
| 6.1612        | 100.89 | 260500 | 6.4049          |
| 6.1089        | 101.08 | 261000 | 6.3761          |
| 6.0248        | 101.28 | 261500 | 6.3189          |
| 6.0749        | 101.47 | 262000 | 6.3750          |
| 6.0599        | 101.67 | 262500 | 6.3957          |
| 6.0651        | 101.86 | 263000 | 6.3435          |
| 6.1145        | 102.05 | 263500 | 6.3425          |
| 6.0432        | 102.25 | 264000 | 6.2033          |
| 6.0281        | 102.44 | 264500 | 6.0788          |
| 6.0403        | 102.63 | 265000 | 6.3782          |
| 6.0782        | 102.83 | 265500 | 6.2826          |
| 6.1114        | 103.02 | 266000 | 6.2191          |
| 6.0744        | 103.21 | 266500 | 6.2138          |
| 6.1456        | 103.41 | 267000 | 6.3423          |
| 6.0652        | 103.6  | 267500 | 6.3511          |
| 6.1563        | 103.8  | 268000 | 6.0975          |
| 6.167         | 103.99 | 268500 | 6.3246          |
| 6.0227        | 104.18 | 269000 | 6.4232          |
| 6.0676        | 104.38 | 269500 | 6.6261          |
| 6.0941        | 104.57 | 270000 | 6.2981          |
| 6.0018        | 104.76 | 270500 | 6.3241          |
| 6.052         | 104.96 | 271000 | 6.3419          |
| 6.0276        | 105.15 | 271500 | 6.2942          |
| 5.9867        | 105.34 | 272000 | 6.3718          |
| 6.0223        | 105.54 | 272500 | 6.3350          |
| 6.0527        | 105.73 | 273000 | 6.1741          |
| 6.0598        | 105.93 | 273500 | 6.2026          |
| 6.0823        | 106.12 | 274000 | 6.3846          |
| 6.0429        | 106.31 | 274500 | 6.1483          |
| 6.0723        | 106.51 | 275000 | 6.1797          |
| 6.0744        | 106.7  | 275500 | 6.4179          |
| 6.0975        | 106.89 | 276000 | 6.2767          |
| 6.0867        | 107.09 | 276500 | 6.3929          |
| 6.0149        | 107.28 | 277000 | 6.2163          |
| 6.0958        | 107.47 | 277500 | 6.3619          |
| 6.0795        | 107.67 | 278000 | 6.2430          |
| 5.9994        | 107.86 | 278500 | 6.2854          |
| 6.0246        | 108.06 | 279000 | 6.2356          |
| 5.9845        | 108.25 | 279500 | 6.4934          |
| 6.0587        | 108.44 | 280000 | 6.1357          |
| 6.0536        | 108.64 | 280500 | 6.2619          |
| 6.1245        | 108.83 | 281000 | 6.2436          |
| 6.04          | 109.02 | 281500 | 6.2919          |
| 6.0972        | 109.22 | 282000 | 6.2054          |
| 6.0376        | 109.41 | 282500 | 6.3734          |
| 6.0864        | 109.6  | 283000 | 6.3019          |
| 5.9986        | 109.8  | 283500 | 6.1834          |
| 6.0949        | 109.99 | 284000 | 6.3342          |
| 6.0034        | 110.19 | 284500 | 6.2156          |
| 6.016         | 110.38 | 285000 | 6.3797          |
| 6.0444        | 110.57 | 285500 | 6.2416          |
| 6.0143        | 110.77 | 286000 | 6.3332          |
| 5.9775        | 110.96 | 286500 | 6.2513          |
| 6.0207        | 111.15 | 287000 | 6.3844          |
| 5.9872        | 111.35 | 287500 | 6.3577          |
| 6.1172        | 111.54 | 288000 | 6.2747          |
| 6.0457        | 111.74 | 288500 | 6.1936          |
| 6.0373        | 111.93 | 289000 | 6.1718          |
| 6.0713        | 112.12 | 289500 | 6.3335          |
| 6.1118        | 112.32 | 290000 | 6.2619          |
| 6.0094        | 112.51 | 290500 | 6.2070          |
| 6.0613        | 112.7  | 291000 | 6.2200          |
| 6.1184        | 112.9  | 291500 | 6.4332          |
| 5.9915        | 113.09 | 292000 | 6.2745          |
| 6.0551        | 113.28 | 292500 | 6.2810          |
| 6.0033        | 113.48 | 293000 | 6.2718          |
| 5.9226        | 113.67 | 293500 | 6.3007          |
| 6.0805        | 113.87 | 294000 | 6.1925          |
| 6.0287        | 114.06 | 294500 | 6.4383          |
| 6.0515        | 114.25 | 295000 | 6.3062          |
| 5.9819        | 114.45 | 295500 | 6.2525          |
| 6.0159        | 114.64 | 296000 | 6.2048          |
| 5.976         | 114.83 | 296500 | 6.3714          |
| 6.1055        | 115.03 | 297000 | 6.1493          |
| 6.0823        | 115.22 | 297500 | 6.2946          |
| 5.9474        | 115.41 | 298000 | 6.2729          |
| 6.0996        | 115.61 | 298500 | 6.2949          |
| 6.0486        | 115.8  | 299000 | 6.2528          |
| 6.0683        | 116.0  | 299500 | 6.1331          |
| 6.0145        | 116.19 | 300000 | 6.3231          |
| 5.9884        | 116.38 | 300500 | 6.2335          |
| 6.0666        | 116.58 | 301000 | 6.1505          |
| 6.068         | 116.77 | 301500 | 6.3078          |
| 5.989         | 116.96 | 302000 | 6.3503          |
| 5.9933        | 117.16 | 302500 | 6.2192          |
| 5.9957        | 117.35 | 303000 | 6.4492          |
| 6.0553        | 117.54 | 303500 | 6.2934          |
| 6.0764        | 117.74 | 304000 | 6.2388          |
| 6.1034        | 117.93 | 304500 | 6.3082          |
| 6.0721        | 118.13 | 305000 | 6.1408          |
| 5.9929        | 118.32 | 305500 | 6.3172          |
| 5.9634        | 118.51 | 306000 | 6.1190          |
| 6.0719        | 118.71 | 306500 | 6.1553          |
| 6.1254        | 118.9  | 307000 | 6.3389          |
| 5.986         | 119.09 | 307500 | 6.1912          |
| 6.0306        | 119.29 | 308000 | 6.3616          |
| 6.0372        | 119.48 | 308500 | 6.2718          |
| 6.0292        | 119.67 | 309000 | 6.4873          |
| 6.0608        | 119.87 | 309500 | 6.3311          |
| 6.0595        | 120.06 | 310000 | 6.3818          |
| 5.9674        | 120.26 | 310500 | 6.3674          |
| 6.0378        | 120.45 | 311000 | 6.3055          |
| 6.0668        | 120.64 | 311500 | 6.1886          |
| 6.0235        | 120.84 | 312000 | 6.3711          |
| 5.9634        | 121.03 | 312500 | 6.2133          |
| 5.9416        | 121.22 | 313000 | 6.2171          |
| 5.9672        | 121.42 | 313500 | 6.3439          |
| 5.9954        | 121.61 | 314000 | 6.2243          |
| 6.0735        | 121.8  | 314500 | 6.1662          |
| 6.0652        | 122.0  | 315000 | 6.2343          |
| 6.0415        | 122.19 | 315500 | 6.2711          |
| 5.941         | 122.39 | 316000 | 6.2159          |
| 6.0866        | 122.58 | 316500 | 6.1542          |
| 6.1004        | 122.77 | 317000 | 6.3206          |
| 6.0116        | 122.97 | 317500 | 6.3592          |
| 6.052         | 123.16 | 318000 | 6.1616          |
| 6.0093        | 123.35 | 318500 | 6.2311          |
| 5.9723        | 123.55 | 319000 | 6.2176          |
| 5.9651        | 123.74 | 319500 | 6.2870          |
| 5.9994        | 123.93 | 320000 | 6.1601          |
| 6.0534        | 124.13 | 320500 | 6.1234          |
| 5.9759        | 124.32 | 321000 | 6.1133          |
| 6.0716        | 124.52 | 321500 | 6.1318          |
| 5.9999        | 124.71 | 322000 | 6.2723          |
| 5.9449        | 124.9  | 322500 | 6.3393          |
| 5.9497        | 125.1  | 323000 | 6.3490          |
| 6.0081        | 125.29 | 323500 | 6.2434          |
| 5.9899        | 125.48 | 324000 | 6.2355          |
| 5.9943        | 125.68 | 324500 | 6.2021          |
| 6.039         | 125.87 | 325000 | 6.2081          |
| 5.971         | 126.07 | 325500 | 6.2518          |
| 6.0113        | 126.26 | 326000 | 6.2984          |
| 5.9926        | 126.45 | 326500 | 6.1162          |
| 5.9795        | 126.65 | 327000 | 6.1953          |
| 5.9839        | 126.84 | 327500 | 6.3870          |
| 6.0708        | 127.03 | 328000 | 6.2780          |
| 5.9934        | 127.23 | 328500 | 6.2218          |
| 5.9169        | 127.42 | 329000 | 6.2205          |
| 6.0101        | 127.61 | 329500 | 6.2630          |
| 5.9775        | 127.81 | 330000 | 6.0953          |
| 6.0563        | 128.0  | 330500 | 6.2625          |
| 5.9326        | 128.2  | 331000 | 6.3160          |
| 6.0056        | 128.39 | 331500 | 6.2531          |
| 5.9701        | 128.58 | 332000 | 6.3291          |
| 5.9928        | 128.78 | 332500 | 6.2678          |
| 6.0317        | 128.97 | 333000 | 6.2241          |
| 5.9644        | 129.16 | 333500 | 6.3432          |
| 5.9619        | 129.36 | 334000 | 6.2009          |
| 6.0502        | 129.55 | 334500 | 6.2666          |
| 6.0493        | 129.74 | 335000 | 6.3265          |
| 5.9662        | 129.94 | 335500 | 6.2069          |
| 5.929         | 130.13 | 336000 | 6.3107          |
| 5.8884        | 130.33 | 336500 | 6.2392          |
| 6.0248        | 130.52 | 337000 | 6.3263          |
| 5.9749        | 130.71 | 337500 | 6.2351          |
| 6.0686        | 130.91 | 338000 | 6.1432          |
| 5.979         | 131.1  | 338500 | 6.2057          |
| 5.9756        | 131.29 | 339000 | 6.1497          |
| 6.0542        | 131.49 | 339500 | 6.2669          |
| 6.0454        | 131.68 | 340000 | 6.2311          |
| 6.0368        | 131.87 | 340500 | 6.0745          |
| 6.0784        | 132.07 | 341000 | 6.1181          |
| 5.8907        | 132.26 | 341500 | 6.2473          |
| 5.9635        | 132.46 | 342000 | 6.1953          |
| 5.9559        | 132.65 | 342500 | 6.0708          |
| 5.9116        | 132.84 | 343000 | 6.1112          |
| 6.0154        | 133.04 | 343500 | 6.2833          |
| 6.0474        | 133.23 | 344000 | 6.2091          |
| 5.9661        | 133.42 | 344500 | 6.1129          |
| 5.9438        | 133.62 | 345000 | 6.2510          |
| 5.9498        | 133.81 | 345500 | 6.1699          |
| 5.9987        | 134.0  | 346000 | 6.0196          |
| 6.0424        | 134.2  | 346500 | 6.2066          |
| 5.9929        | 134.39 | 347000 | 6.2394          |
| 5.9699        | 134.59 | 347500 | 6.1630          |
| 5.972         | 134.78 | 348000 | 6.3057          |
| 5.8912        | 134.97 | 348500 | 6.2970          |
| 5.9103        | 135.17 | 349000 | 6.3566          |
| 6.0203        | 135.36 | 349500 | 6.2139          |
| 5.9869        | 135.55 | 350000 | 6.0769          |
| 5.9502        | 135.75 | 350500 | 6.0977          |
| 6.0137        | 135.94 | 351000 | 6.1849          |
| 5.9812        | 136.13 | 351500 | 6.1549          |
| 5.9503        | 136.33 | 352000 | 6.2457          |
| 5.9875        | 136.52 | 352500 | 6.2826          |
| 5.9876        | 136.72 | 353000 | 6.3110          |
| 6.042         | 136.91 | 353500 | 6.1327          |
| 6.0329        | 137.1  | 354000 | 6.1691          |
| 5.9558        | 137.3  | 354500 | 6.2415          |
| 5.9064        | 137.49 | 355000 | 6.3041          |
| 6.083         | 137.68 | 355500 | 6.2303          |
| 6.0357        | 137.88 | 356000 | 6.1209          |
| 6.0468        | 138.07 | 356500 | 6.1150          |
| 5.964         | 138.26 | 357000 | 6.1214          |
| 5.9884        | 138.46 | 357500 | 6.1821          |
| 5.9335        | 138.65 | 358000 | 6.1667          |
| 5.9968        | 138.85 | 358500 | 6.2252          |
| 5.9721        | 139.04 | 359000 | 6.2437          |
| 5.913         | 139.23 | 359500 | 6.2301          |
| 5.9755        | 139.43 | 360000 | 6.1756          |
| 5.9696        | 139.62 | 360500 | 6.1874          |
| 6.0092        | 139.81 | 361000 | 6.0900          |
| 5.9676        | 140.01 | 361500 | 6.1980          |
| 5.9832        | 140.2  | 362000 | 6.1899          |
| 5.9993        | 140.4  | 362500 | 6.1638          |
| 5.9506        | 140.59 | 363000 | 6.1104          |
| 6.0256        | 140.78 | 363500 | 6.1285          |
| 6.0368        | 140.98 | 364000 | 6.1401          |
| 5.9722        | 141.17 | 364500 | 6.2675          |
| 5.9025        | 141.36 | 365000 | 6.2461          |
| 6.0218        | 141.56 | 365500 | 6.1901          |
| 6.0086        | 141.75 | 366000 | 6.0529          |
| 5.9125        | 141.94 | 366500 | 6.1999          |
| 5.9919        | 142.14 | 367000 | 6.0962          |
| 6.0066        | 142.33 | 367500 | 6.2817          |
| 5.9304        | 142.53 | 368000 | 6.1493          |
| 5.9526        | 142.72 | 368500 | 6.2055          |
| 6.039         | 142.91 | 369000 | 6.1313          |
| 6.0084        | 143.11 | 369500 | 6.2798          |
| 5.9637        | 143.3  | 370000 | 6.0965          |
| 5.9513        | 143.49 | 370500 | 6.2137          |
| 5.9422        | 143.69 | 371000 | 6.1663          |
| 5.9425        | 143.88 | 371500 | 6.0414          |
| 5.9642        | 144.07 | 372000 | 6.2704          |
| 6.0213        | 144.27 | 372500 | 6.3381          |
| 6.014         | 144.46 | 373000 | 6.2437          |
| 5.9038        | 144.66 | 373500 | 6.1289          |
| 5.96          | 144.85 | 374000 | 6.2737          |
| 6.0191        | 145.04 | 374500 | 6.1252          |
| 5.9451        | 145.24 | 375000 | 6.2172          |
| 5.9917        | 145.43 | 375500 | 6.0619          |
| 6.019         | 145.62 | 376000 | 6.1719          |
| 5.9217        | 145.82 | 376500 | 6.1744          |
| 5.9741        | 146.01 | 377000 | 6.3044          |
| 5.951         | 146.2  | 377500 | 6.3080          |
| 5.9659        | 146.4  | 378000 | 6.1352          |
| 5.9307        | 146.59 | 378500 | 6.2410          |
| 5.9273        | 146.79 | 379000 | 6.2210          |
| 5.9551        | 146.98 | 379500 | 6.1247          |
| 6.0192        | 147.17 | 380000 | 6.2649          |
| 5.9587        | 147.37 | 380500 | 6.2528          |
| 5.9878        | 147.56 | 381000 | 6.0906          |
| 5.937         | 147.75 | 381500 | 6.3361          |
| 6.0034        | 147.95 | 382000 | 6.1559          |
| 5.9791        | 148.14 | 382500 | 6.2430          |
| 5.8866        | 148.33 | 383000 | 6.1914          |
| 5.9565        | 148.53 | 383500 | 6.1851          |
| 5.9583        | 148.72 | 384000 | 6.1961          |
| 5.9533        | 148.92 | 384500 | 6.2176          |
| 6.0106        | 149.11 | 385000 | 6.2071          |
| 5.9114        | 149.3  | 385500 | 6.1565          |
| 5.9484        | 149.5  | 386000 | 6.1509          |
| 5.9565        | 149.69 | 386500 | 6.1340          |
| 6.0005        | 149.88 | 387000 | 6.1874          |


### Framework versions

- Transformers 4.27.4
- Pytorch 1.13.1+cu116
- Datasets 2.11.0
- Tokenizers 0.13.2

{"license": "mit", "tags": ["generated_from_trainer"], "model-index": [{"name": "BERiT_wl_custom_architecture_150_epochs", "results": []}]}
transformers pytorch tensorboard roberta fill-mask generated_from_trainer license:mit autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #tensorboard #roberta #fill-mask #generated_from_trainer #license-mit #autotrain_compatible #endpoints_compatible #region-us 

BERiT\_wl\_custom\_architecture\_150\_epochs
============================================


This model is a fine-tuned version of roberta-base on an unknown dataset.
It achieves the following results on the evaluation set:


* Loss: 6.1874


Model description
-----------------


More information needed


Intended uses & limitations
---------------------------


More information needed


Training and evaluation data
----------------------------


More information needed


Training procedure
------------------


### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 0.0005
* train\_batch\_size: 8
* eval\_batch\_size: 8
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 150


### Training results



### Framework versions


* Transformers 4.27.4
* Pytorch 1.13.1+cu116
* Datasets 2.11.0
* Tokenizers 0.13.2



### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 0.0005
* train\_batch\_size: 8
* eval\_batch\_size: 8
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 150 ### Training results ### Framework versions


* Transformers 4.27.4
* Pytorch 1.13.1+cu116
* Datasets 2.11.0
* Tokenizers 0.13.2
TAGS
#transformers #pytorch #tensorboard #roberta #fill-mask #generated_from_trainer #license-mit #autotrain_compatible #endpoints_compatible #region-us 
 ### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 0.0005
* train\_batch\_size: 8
* eval\_batch\_size: 8
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 150 ### Training results ### Framework versions


* Transformers 4.27.4
* Pytorch 1.13.1+cu116
* Datasets 2.11.0
* Tokenizers 0.13.2
TAGS
#transformers #pytorch #tensorboard #roberta #fill-mask #generated_from_trainer #license-mit #autotrain_compatible #endpoints_compatible #region-us 
### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 0.0005
* train\_batch\_size: 8
* eval\_batch\_size: 8
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 150### Training results### Framework versions


* Transformers 4.27.4
* Pytorch 1.13.1+cu116
* Datasets 2.11.0
* Tokenizers 0.13.2