metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-09T23:42:07'
project_name: fp_bs64_lr1e4_x12_emissions_tracker
run_id: c41e1c70-6493-42e4-a115-2355818315ee
duration: 172955.20035648346
emissions: 0.1301149026221378
emissions_rate: 7.523040784778596e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 2.04182729538464
gpu_energy: 0
ram_energy: 0.7206385253439356
energy_consumed: 2.762465820728602
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) | 172955.20035648346 |
| Emissions (Co2eq in kg) | 0.1301149026221378 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.04182729538464 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.7206385253439356 |
| Consumed energy (kWh) | 2.762465820728602 |
| 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) | 0.33293876068623063 |
| Emissions (Co2eq in kg) | 0.06774078680628935 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs64_lr1e4_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0001 |
| 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 | 10289 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 14.433271 | 12.024160 |
| 0.5 | 4.635513 | 4.061811 |
| 1.0 | 3.901644 | 3.802206 |
| 1.5 | 3.693166 | 3.640151 |
| 2.0 | 3.551293 | 3.528815 |
| 2.5 | 3.437757 | 3.441263 |
| 3.0 | 3.354081 | 3.361067 |
| 3.5 | 3.281735 | 3.294816 |
| 4.0 | 3.207570 | 3.241047 |
| 4.5 | 3.157908 | 3.185155 |
| 5.0 | 3.094043 | 3.137737 |
| 5.5 | 3.043096 | 3.108606 |
| 6.0 | 3.022927 | 3.080988 |