metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-24T07:40:00'
project_name: ft_8_2e6_mlm_cv_emissions_tracker
run_id: cea1c3a0-30d8-4d7f-8455-62cb78a3d198
duration: 70137.06294441223
emissions: 0.0424410221797307
emissions_rate: 6.051154752996677e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 3.75
cpu_energy: 0.8280053444213326
gpu_energy: 0
ram_energy: 0.0730587981601555
energy_consumed: 0.9010641425814891
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: 2
cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
gpu_count: .nan
gpu_model: .nan
longitude: .nan
latitude: .nan
ram_total_size: 10
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 70137.06294441223 |
| Emissions (Co2eq in kg) | 0.0424410221797307 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.8280053444213326 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0730587981601555 |
| Consumed energy (kWh) | 0.9010641425814891 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 2 |
| 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) | 0.13501384616799353 |
| Emissions (Co2eq in kg) | 0.027470349653228122 |
Note
21 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs16_lr5_MLM |
| model_name | ft_8_2e6_mlm_cv |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 2e-06 |
| 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 | 32586 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.471943 | 0.379341 | 0.827490 | 0.862092 |
| 1 | 0.341136 | 0.345278 | 0.845166 | 0.871145 |
| 2 | 0.304972 | 0.345030 | 0.845167 | 0.880203 |
| 3 | 0.269654 | 0.349133 | 0.847524 | 0.862721 |
| 4 | 0.229831 | 0.367654 | 0.841041 | 0.847553 |
| 5 | 0.180061 | 0.407419 | 0.834705 | 0.867764 |