---
language: en
tags:
- fill-mask
kwargs:
  timestamp: '2024-07-10T00:56:33'
  project_name: fp_bs8_lr1e4_x2_emissions_tracker
  run_id: 59cb50bf-c3e6-43a1-8b7b-2bfb5713f38b
  duration: 177421.5589568615
  emissions: 0.1334750406979024
  emissions_rate: 7.523045197137272e-07
  cpu_power: 42.5
  gpu_power: 0.0
  ram_power: 15.0
  cpu_energy: 2.0945555037395738
  gpu_energy: 0
  ram_energy: 0.739249313523375
  energy_consumed: 2.833804817262955
  country_name: Switzerland
  country_iso_code: CHE
  region: .nan
  cloud_provider: .nan
  cloud_region: .nan
  os: Linux-5.14.0-70.30.1.el9_0.x86_64-x86_64-with-glibc2.34
  python_version: 3.10.4
  codecarbon_version: 2.3.4
  cpu_count: 6
  cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
  gpu_count: .nan
  gpu_model: .nan
  longitude: .nan
  latitude: .nan
  ram_total_size: 40
  tracking_mode: machine
  on_cloud: N
  pue: 1.0
---

## Environmental Impact (CODE CARBON DEFAULT)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| Duration (in seconds)    | 177421.5589568615  |
| Emissions (Co2eq in kg)  | 0.1334750406979024 |
| CPU power (W)            | 42.5  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | 15.0  |
| CPU energy (kWh)         | 2.0945555037395738  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | 0.739249313523375  |
| Consumed energy (kWh)    | 2.833804817262955  |
| Country name             | Switzerland  |
| Cloud provider           | nan  |
| Cloud region             | nan  |
| CPU count                | 6  |
| CPU model                | Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz  |
| GPU count                | nan  |
| GPU model                | nan  |

## Environmental Impact (for one core)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| CPU energy (kWh)         | 0.3415365009919584  |
| Emissions (Co2eq in kg)  | 0.06949011059143742 |

## Note

5 juillet 2024 !

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | albert-base-v2  |
| model_name               | fp_bs8_lr1e4_x2 |
| sequence_length          | 400  |
| num_epoch                | 6  |
| learning_rate            | 0.0001  |
| batch_size               | 8  |
| weight_decay             | 0.0  |
| warm_up_prop             | 0.0  |
| drop_out_prob            | 0.1 |
| packing_length           | 100 |
| train_test_split         | 0.2 |
| num_steps                | 83254 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss
---|---|---
| 0.0 | 14.699384 | 8.961090 |
| 0.5 | 4.739969 | 3.821362 |
| 1.0 | 3.560692 | 3.402070 |
| 1.5 | 3.271684 | 3.207227 |
| 2.0 | 5.506532 | 6.965374 |
| 2.5 | 6.963911 | 6.979262 |
| 3.0 | 6.981505 | 6.987962 |
| 3.5 | 6.974114 | 6.985355 |
| 4.0 | 6.976612 | 6.973448 |
| 4.5 | 6.968990 | 6.975167 |
| 5.0 | 6.969795 | 6.971316 |
| 5.5 | 6.970071 | 6.966503 |
| 6.0 | 6.955143 | 6.965822 |