metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-09T23:09:31'
project_name: fp_bs32_lr1e4_x8_emissions_tracker
run_id: f5a5c69e-1394-4076-8573-36112fbe3235
duration: 170999.33468651772
emissions: 0.1286435089928204
emissions_rate: 7.523041491866299e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 2.0187371018116647
gpu_energy: 0
ram_energy: 0.7124896023521883
energy_consumed: 2.7312267041638285
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) | 170999.33468651772 |
| Emissions (Co2eq in kg) | 0.1286435089928204 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.0187371018116647 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.7124896023521883 |
| Consumed energy (kWh) | 2.7312267041638285 |
| 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) | 0.3291737192715466 |
| Emissions (Co2eq in kg) | 0.0669747394188861 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs32_lr1e4_x8 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0001 |
| 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 | 20473 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 15.218509 | 14.895170 |
| 0.5 | 4.130980 | 3.648473 |
| 1.0 | 3.499507 | 3.432615 |
| 1.5 | 3.295394 | 3.261808 |
| 2.0 | 3.170224 | 3.150177 |
| 2.5 | 3.059754 | 3.059962 |
| 3.0 | 2.977904 | 2.999814 |
| 3.5 | 2.899027 | 2.929335 |
| 4.0 | 2.828556 | 2.873622 |
| 4.5 | 2.777183 | 2.827625 |
| 5.0 | 2.726717 | 2.776965 |
| 5.5 | 2.683589 | 2.749870 |
| 6.0 | 2.653722 | 2.730209 |