metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-11T09:56:27'
project_name: ThunBERT_bs16_lr6_emissions_tracker
run_id: 96f76eeb-db87-4131-8576-a7d55fc189c3
duration: 155341.91502785683
emissions: 0.1625941105037492
emissions_rate: 0.000001046685374482424
cpu_power: 42.5
gpu_power: 0
ram_power: 37.5
cpu_energy: 1.8338952919413605
gpu_energy: 0
ram_energy: 1.6181356735105257
energy_consumed: 3.4520309654518844
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: 4
cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
gpu_count: .nan
gpu_model: .nan
longitude: .nan
latitude: .nan
ram_total_size: 100
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 155341.91502785683 |
| Emissions (Co2eq in kg) | 0.1625941105037492 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 1.8338952919413605 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.6181356735105257 |
| Consumed energy (kWh) | 3.4520309654518844 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 4 |
| 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) | 0.29903318642862436 |
| Emissions (Co2eq in kg) | 0.060842250052577256 |
Note
15 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs16_lr6 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-06 |
| batch_size | 16 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 41105 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 4.300614 | 5.886359 |
| 0.5 | 3.106338 | 3.011006 |
| 1.0 | 2.976321 | 2.909148 |
| 1.5 | 2.917792 | 2.861870 |
| 2.0 | 2.876170 | 2.839771 |
| 2.5 | 2.848535 | 2.812239 |
| 3.0 | 2.811240 | 2.789157 |
| 3.5 | 2.795877 | 2.775617 |
| 4.0 | 2.778066 | 2.759804 |