| | --- |
| | language: en |
| | tags: |
| | - fill-mask |
| | kwargs: |
| | timestamp: '2024-07-10T05:04:16' |
| | project_name: fp_bs8_lr1e4_x4_emissions_tracker |
| | run_id: 868af11c-5790-4ef1-8789-c310e25245ff |
| | duration: 192283.67964935303 |
| | emissions: 0.1446556131795172 |
| | emissions_rate: 7.523031254826723e-07 |
| | cpu_power: 42.5 |
| | gpu_power: 0.0 |
| | ram_power: 15.0 |
| | cpu_energy: 2.2700089682180074 |
| | gpu_energy: 0 |
| | ram_energy: 0.8011702674567661 |
| | energy_consumed: 3.071179235674767 |
| | 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: 1.0 |
| | --- |
| | |
| | ## Environmental Impact (CODE CARBON DEFAULT) |
| |
|
| | | Metric | Value | |
| | |--------------------------|---------------------------------| |
| | | Duration (in seconds) | 192283.67964935303 | |
| | | Emissions (Co2eq in kg) | 0.1446556131795172 | |
| | | CPU power (W) | 42.5 | |
| | | GPU power (W) | [No GPU] | |
| | | RAM power (W) | 15.0 | |
| | | CPU energy (kWh) | 2.2700089682180074 | |
| | | GPU energy (kWh) | [No GPU] | |
| | | RAM energy (kWh) | 0.8011702674567661 | |
| | | Consumed energy (kWh) | 3.071179235674767 | |
| | | 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) | 0.3701460833250046 | |
| | | Emissions (Co2eq in kg) | 0.07531110786266326 | |
| |
|
| | ## Note |
| |
|
| | 5 juillet 2024 ! |
| |
|
| | ## My Config |
| |
|
| | | Config | Value | |
| | |--------------------------|-----------------| |
| | | checkpoint | albert-base-v2 | |
| | | model_name | fp_bs8_lr1e4_x4 | |
| | | sequence_length | 400 | |
| | | num_epoch | 6 | |
| | | learning_rate | 0.0001 | |
| | | 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 | 81709 | |
| | |
| | ## Training and Testing steps |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | Epoch | Train Loss | Test Loss |
| | ---|---|--- |
| | | 0.0 | 17.859739 | 13.066814 | |
| | | 0.5 | 3.997183 | 3.593726 | |
| | | 1.0 | 3.391947 | 3.265344 | |
| | | 1.5 | 6.459209 | 6.977757 | |
| | | 2.0 | 6.985903 | 6.983891 | |
| | | 2.5 | 6.982025 | 7.001526 | |
| | | 3.0 | 6.995377 | 6.998771 | |
| | | 3.5 | 6.984867 | 6.995654 | |
| | | 4.0 | 6.984822 | 6.994850 | |
| | | 4.5 | 6.975999 | 6.984660 | |
| | | 5.0 | 6.978274 | 6.982478 | |
| | | 5.5 | 6.975072 | 6.977838 | |
| | | 6.0 | 6.976715 | 6.982384 | |
| | |
