| | --- |
| | language: en |
| | tags: |
| | - fill-mask |
| | kwargs: |
| | timestamp: '2024-06-27T13:12:12' |
| | project_name: fp_bs8_lr5_x8_emissions_tracker |
| | run_id: c3735070-9b88-4cc8-a4b6-56bcbf5c0e8a |
| | duration: 181388.89907860756 |
| | emissions: 0.1364597054582643 |
| | emissions_rate: 7.523046126385469e-07 |
| | cpu_power: 42.5 |
| | gpu_power: 0.0 |
| | ram_power: 15.0 |
| | cpu_energy: 2.1413922899060753 |
| | gpu_energy: 0 |
| | ram_energy: 0.7557798605422154 |
| | energy_consumed: 2.897172150448278 |
| | 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) | 181388.89907860756 | |
| | | Emissions (Co2eq in kg) | 0.1364597054582643 | |
| | | CPU power (W) | 42.5 | |
| | | GPU power (W) | [No GPU] | |
| | | RAM power (W) | 15.0 | |
| | | CPU energy (kWh) | 2.1413922899060753 | |
| | | GPU energy (kWh) | [No GPU] | |
| | | RAM energy (kWh) | 0.7557798605422154 | |
| | | Consumed energy (kWh) | 2.897172150448278 | |
| | | 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) | 0.3491736307263195 | |
| | | Emissions (Co2eq in kg) | 0.07104398547245462 | |
| |
|
| | ## Note |
| |
|
| | 24 juin 2024 ! |
| |
|
| | ## My Config |
| |
|
| | | Config | Value | |
| | |--------------------------|-----------------| |
| | | checkpoint | albert-base-v2 | |
| | | model_name | fp_bs8_lr5_x8 | |
| | | sequence_length | 400 | |
| | | num_epoch | 6 | |
| | | learning_rate | 5e-05 | |
| | | 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 | 81877 | |
| | |
| | ## Training and Testing steps |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | Epoch | Train Loss | Test Loss |
| | ---|---|--- |
| | | 0.0 | 14.261697 | 12.472152 | |
| | | 0.5 | 4.039305 | 3.638777 | |
| | | 1.0 | 3.482988 | 3.391594 | |
| | | 1.5 | 3.280960 | 3.229638 | |
| | | 2.0 | 3.146858 | 3.132874 | |
| | | 2.5 | 3.040396 | 3.052696 | |
| | | 3.0 | 2.964159 | 2.985242 | |
| | | 3.5 | 2.892340 | 2.924823 | |
| | | 4.0 | 2.829392 | 2.867743 | |
| | | 4.5 | 2.779719 | 2.821858 | |
| | | 5.0 | 2.722818 | 2.786506 | |
| | | 5.5 | 2.695031 | 2.755849 | |
| | | 6.0 | 2.655259 | 2.733309 | |
| | |
