metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-11T12:25:48'
project_name: ThunBERT_bs32_lr4_emissions_tracker
run_id: b3318897-e0c1-4e52-b7eb-8a1d61e96626
duration: 164241.20640802383
emissions: 0.1719087733557666
emissions_rate: 0.000001046684794366977
cpu_power: 42.5
gpu_power: 0
ram_power: 37.5
cpu_energy: 1.9389559455265577
gpu_energy: 0
ram_energy: 1.71083436371883
energy_consumed: 3.64979030924538
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) | 164241.20640802383 |
| Emissions (Co2eq in kg) | 0.1719087733557666 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 1.9389559455265577 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.71083436371883 |
| Consumed energy (kWh) | 3.64979030924538 |
| 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) | 0.3161643223354459 |
| Emissions (Co2eq in kg) | 0.06432780584314267 |
Note
15 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs32_lr4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0005 |
| batch_size | 32 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 20557 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 6.438970 | 8.578580 |
| 0.5 | 7.817422 | 7.780288 |
| 1.0 | 7.740401 | 7.776956 |
| 1.5 | 7.708930 | 7.715732 |
| 2.0 | 7.687033 | 7.698126 |