| | --- |
| | language: en |
| | tags: |
| | - fill-mask |
| | kwargs: |
| | timestamp: '2024-06-27T04:15:45' |
| | project_name: fp_bs8_lr5_x12_emissions_tracker |
| | run_id: 383ad829-cfe9-4004-8edb-256c917b8191 |
| | duration: 149202.29011011124 |
| | emissions: 0.1122456412119565 |
| | emissions_rate: 7.523050827780143e-07 |
| | cpu_power: 42.5 |
| | gpu_power: 0.0 |
| | ram_power: 15.0 |
| | cpu_energy: 1.7614126276703366 |
| | gpu_energy: 0 |
| | ram_energy: 0.6216714090158515 |
| | energy_consumed: 2.3830840366861965 |
| | 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) | 149202.29011011124 | |
| | | Emissions (Co2eq in kg) | 0.1122456412119565 | |
| | | CPU power (W) | 42.5 | |
| | | GPU power (W) | [No GPU] | |
| | | RAM power (W) | 15.0 | |
| | | CPU energy (kWh) | 1.7614126276703366 | |
| | | GPU energy (kWh) | [No GPU] | |
| | | RAM energy (kWh) | 0.6216714090158515 | |
| | | Consumed energy (kWh) | 2.3830840366861965 | |
| | | 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) | 0.2872144084619641 | |
| | | Emissions (Co2eq in kg) | 0.05843756362646023 | |
| |
|
| | ## Note |
| |
|
| | 24 juin 2024 ! |
| |
|
| | ## My Config |
| |
|
| | | Config | Value | |
| | |--------------------------|-----------------| |
| | | checkpoint | albert-base-v2 | |
| | | model_name | fp_bs8_lr5_x12 | |
| | | 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 | 82829 | |
| | |
| | ## Training and Testing steps |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | Epoch | Train Loss | Test Loss |
| | ---|---|--- |
| | | 0.0 | 12.793059 | 10.997055 | |
| | | 0.5 | 4.387009 | 3.999417 | |
| | | 1.0 | 3.826829 | 3.703264 | |
| | | 1.5 | 3.604381 | 3.563780 | |
| | | 2.0 | 3.450672 | 3.413914 | |
| | | 2.5 | 3.329538 | 3.332963 | |
| | | 3.0 | 3.239998 | 3.237234 | |
| | | 3.5 | 3.156515 | 3.187907 | |
| | | 4.0 | 3.088817 | 3.110496 | |
| | | 4.5 | 3.007377 | 3.059386 | |
| | | 5.0 | 2.959972 | 3.014899 | |
| | | 5.5 | 2.906245 | 2.975704 | |
| | | 6.0 | 2.884630 | 2.952865 | |
| | |
