metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-13T12:30:09'
project_name: ThunBERT_bs64_lr5_MLM_emissions_tracker
run_id: f7b9b1e8-2a46-41b1-9810-c258135747f7
duration: 181227.41751766205
emissions: 0.1896879776876544
emissions_rate: 0.0000010466847692577631
cpu_power: 42.5
gpu_power: 0
ram_power: 37.5
cpu_energy: 2.1394873249496125
gpu_energy: 0
ram_energy: 1.887772769053757
energy_consumed: 4.027260094003406
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) | 181227.41751766205 |
| Emissions (Co2eq in kg) | 0.1896879776876544 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.1394873249496125 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.887772769053757 |
| Consumed energy (kWh) | 4.027260094003406 |
| 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) | 0.3488627787214994 |
| Emissions (Co2eq in kg) | 0.07098073852775097 |
Note
11 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs64_lr5_MLM |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| batch_size | 64 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 10319 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 10.547482 | 3.904163 |
| 0.5 | 2.725353 | 2.628467 |
| 1.0 | 2.574934 | 2.545233 |
| 1.5 | 2.492334 | 2.485888 |
| 2.0 | 2.449024 | 2.449871 |
| 2.5 | 2.400987 | 2.404777 |
| 3.0 | 2.368121 | 2.378516 |
| 3.5 | 2.332101 | 2.337888 |
| 4.0 | 2.307578 | 2.323639 |
| 4.5 | 2.271230 | 2.296228 |
| 5.0 | 2.245012 | 2.269931 |
| 5.5 | 2.221711 | 2.253777 |
| 6.0 | 2.204463 | 2.247341 |