metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-11T08:29:14'
project_name: fp_bs1_lr1e4_x4_emissions_tracker
run_id: bb88d547-ff0b-448b-8bf7-5e68bdcbe931
duration: 290982.1726658344
emissions: 0.2189072382972463
emissions_rate: 7.523046387746946e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 3.4351988377003218
gpu_energy: 0
ram_energy: 1.2124145526150882
energy_consumed: 4.647613390315415
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
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 290982.1726658344 |
| Emissions (Co2eq in kg) | 0.2189072382972463 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 3.4351988377003218 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.2124145526150882 |
| Consumed energy (kWh) | 4.647613390315415 |
| 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) | 0.5601406823817313 |
| Emissions (Co2eq in kg) | 0.11396801762745182 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs1_lr1e4_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0001 |
| batch_size | 1 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 655808 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.562078 | 16.423757 |
| 0.5 | 7.421368 | 7.379817 |
| 1.0 | 7.322470 | 7.279554 |
| 1.5 | 7.208420 | 7.173460 |
| 2.0 | 7.159129 | 7.143108 |
| 2.5 | 7.127172 | 7.118263 |
| 3.0 | 7.074990 | 7.113850 |
| 3.5 | 7.079543 | 7.087865 |
| 4.0 | 7.099558 | 7.083291 |
| 4.5 | 7.095260 | 7.105751 |
| 5.0 | 7.096024 | 7.094227 |
| 5.5 | 7.088500 | 7.084025 |
| 6.0 | 7.079564 | 7.080659 |