| | --- |
| | language: en |
| | tags: |
| | - fill-mask |
| | kwargs: |
| | timestamp: '2024-07-13T11:50:38' |
| | project_name: fp_bs8_lr2e4_x4_emissions_tracker |
| | run_id: dadd9a19-f003-418d-a48f-5641af0bcf81 |
| | duration: 237362.58397865295 |
| | emissions: 0.1785690373864647 |
| | emissions_rate: 7.523049100380718e-07 |
| | cpu_power: 42.5 |
| | gpu_power: 0.0 |
| | ram_power: 15.0 |
| | cpu_energy: 2.802192151747148 |
| | gpu_energy: 0 |
| | ram_energy: 0.9890020349254236 |
| | energy_consumed: 3.791194186672571 |
| | 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) | 237362.58397865295 | |
| | | Emissions (Co2eq in kg) | 0.1785690373864647 | |
| | | CPU power (W) | 42.5 | |
| | | GPU power (W) | [No GPU] | |
| | | RAM power (W) | 15.0 | |
| | | CPU energy (kWh) | 2.802192151747148 | |
| | | GPU energy (kWh) | [No GPU] | |
| | | RAM energy (kWh) | 0.9890020349254236 | |
| | | Consumed energy (kWh) | 3.791194186672571 | |
| | | 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) | 0.456922974158907 | |
| | | Emissions (Co2eq in kg) | 0.09296701205830574 | |
| |
|
| | ## Note |
| |
|
| | 5 juillet 2024 ! |
| |
|
| | ## My Config |
| |
|
| | | Config | Value | |
| | |--------------------------|-----------------| |
| | | checkpoint | albert-base-v2 | |
| | | model_name | fp_bs8_lr2e4_x4 | |
| | | sequence_length | 400 | |
| | | num_epoch | 6 | |
| | | learning_rate | 0.0002 | |
| | | 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 | 82664 | |
| | |
| | ## Training and Testing steps |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | Epoch | Train Loss | Test Loss |
| | ---|---|--- |
| | | 0.0 | 14.987936 | 11.931193 | |
| | | 0.5 | 7.140273 | 7.057710 | |
| | | 1.0 | 7.035364 | 7.019231 | |
| | | 1.5 | 7.000329 | 7.007203 | |
| | | 2.0 | 6.982339 | 6.987988 | |
| | | 2.5 | 6.980809 | 6.980021 | |
| | | 3.0 | 6.973144 | 6.982472 | |
| | | 3.5 | 6.966241 | 6.977357 | |
| | | 4.0 | 6.965905 | 6.969510 | |
| | | 4.5 | 6.957660 | 6.966595 | |
| | | 5.0 | 6.968893 | 6.967915 | |
| | | 5.5 | 6.962095 | 6.962197 | |
| | | 6.0 | 6.951328 | 6.962886 | |
| | |
