| | --- |
| | language: en |
| | tags: |
| | - fill-mask |
| | kwargs: |
| | timestamp: '2024-07-10T04:12:52' |
| | project_name: fp_bs8_lr1e4_x8_emissions_tracker |
| | run_id: 7cbf1766-cc3f-448f-92d9-43063f93032c |
| | duration: 189199.7375972271 |
| | emissions: 0.142335761664038 |
| | emissions_rate: 7.523042234183529e-07 |
| | cpu_power: 42.5 |
| | gpu_power: 0.0 |
| | ram_power: 15.0 |
| | cpu_energy: 2.233602746842287 |
| | gpu_energy: 0 |
| | ram_energy: 0.7883237868626974 |
| | energy_consumed: 3.0219265337049763 |
| | 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) | 189199.7375972271 | |
| | | Emissions (Co2eq in kg) | 0.142335761664038 | |
| | | CPU power (W) | 42.5 | |
| | | GPU power (W) | [No GPU] | |
| | | RAM power (W) | 15.0 | |
| | | CPU energy (kWh) | 2.233602746842287 | |
| | | GPU energy (kWh) | [No GPU] | |
| | | RAM energy (kWh) | 0.7883237868626974 | |
| | | Consumed energy (kWh) | 3.0219265337049763 | |
| | | 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) | 0.36420949487466214 | |
| | | Emissions (Co2eq in kg) | 0.07410323055891394 | |
| |
|
| | ## Note |
| |
|
| | 5 juillet 2024 ! |
| |
|
| | ## My Config |
| |
|
| | | Config | Value | |
| | |--------------------------|-----------------| |
| | | checkpoint | albert-base-v2 | |
| | | model_name | fp_bs8_lr1e4_x8 | |
| | | 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 | 81689 | |
| | |
| | ## Training and Testing steps |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | Epoch | Train Loss | Test Loss |
| | ---|---|--- |
| | | 0.0 | 14.831572 | 15.107053 | |
| | | 0.5 | 4.180298 | 3.747577 | |
| | | 1.0 | 3.563155 | 3.459220 | |
| | | 1.5 | 3.335922 | 3.296716 | |
| | | 2.0 | 3.380067 | 6.984087 | |
| | | 2.5 | 6.973961 | 6.969550 | |
| | | 3.0 | 6.971643 | 6.979950 | |
| | | 3.5 | 6.971316 | 6.981630 | |
| | | 4.0 | 6.979162 | 6.988373 | |
| | | 4.5 | 6.982184 | 6.984194 | |
| | | 5.0 | 6.977189 | 6.987575 | |
| | | 5.5 | 6.979103 | 6.984643 | |
| | | 6.0 | 6.976059 | 6.986024 | |
| | |
