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---
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-12T16:45:44'
project_name: fp_bs4_lr2e4_x2_emissions_tracker
run_id: bd0c4a59-5b20-4dd0-86f9-f8b361cfa4e7
duration: 168668.67397975922
emissions: 0.1268902545670636
emissions_rate: 7.523048090263094e-07
cpu_power: 42.5
gpu_power: 0.0
ram_power: 15.0
cpu_energy: 1.9912231882090328
gpu_energy: 0
ram_energy: 0.7027802207857362
energy_consumed: 2.69400340899479
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) | 168668.67397975922 |
| Emissions (Co2eq in kg) | 0.1268902545670636 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.9912231882090328 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.7027802207857362 |
| Consumed energy (kWh) | 2.69400340899479 |
| 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) | 0.32468719741103647 |
| Emissions (Co2eq in kg) | 0.06606189730873901 |
## Note
5 juillet 2024 !
## My Config
| Config | Value |
|--------------------------|-----------------|
| checkpoint | albert-base-v2 |
| model_name | fp_bs4_lr2e4_x2 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 4 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 165709 |
## Training and Testing steps
Epoch | Train Loss | Test Loss
---|---|---
| 0.0 | 13.298823 | 11.917336 |
| 0.5 | 7.196151 | 7.103504 |
| 1.0 | 7.056031 | 7.041916 |
| 1.5 | 7.253135 | 7.168228 |
| 2.0 | 7.131400 | 7.110774 |
| 2.5 | 7.090259 | 7.085124 |
| 3.0 | 7.093696 | 7.091162 |
| 3.5 | 7.076734 | 7.078840 |
| 4.0 | 7.070370 | 7.058439 |
| 4.5 | 7.049053 | 7.041694 |
| 5.0 | 7.040570 | 7.039958 |
| 5.5 | 7.039051 | 7.042496 |
| 6.0 | 7.030734 | 7.029607 |
|