| | --- |
| | language: en |
| | tags: |
| | - fill-mask |
| | kwargs: |
| | timestamp: '2024-05-17T17:46:44' |
| | project_name: ThunBERT_bs8_lr5_emissions_tracker |
| | run_id: 525cc3ea-c30d-41f0-83c7-26fb501d8395 |
| | duration: 199505.3919699192 |
| | emissions: 0.2088190820973 |
| | emissions_rate: 1.0466839018004345e-06 |
| | cpu_power: 42.5 |
| | gpu_power: 0.0 |
| | ram_power: 37.5 |
| | cpu_energy: 2.3552678664051694 |
| | gpu_energy: 0 |
| | ram_energy: 2.078164164704575 |
| | energy_consumed: 4.433432031109744 |
| | 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: 4 |
| | cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz |
| | gpu_count: .nan |
| | gpu_model: .nan |
| | longitude: .nan |
| | latitude: .nan |
| | ram_total_size: 100 |
| | tracking_mode: machine |
| | on_cloud: N |
| | pue: 1.0 |
| | --- |
| | |
| | ## Environmental Impact (CODE CARBON DEFAULT) |
| |
|
| | | Metric | Value | |
| | |--------------------------|---------------------------------| |
| | | Duration (in seconds) | 199505.3919699192 | |
| | | Emissions (Co2eq in kg) | 0.2088190820973 | |
| | | CPU power (W) | 42.5 | |
| | | GPU power (W) | [No GPU] | |
| | | RAM power (W) | 37.5 | |
| | | CPU energy (kWh) | 2.3552678664051694 | |
| | | GPU energy (kWh) | [No GPU] | |
| | | RAM energy (kWh) | 2.078164164704575 | |
| | | Consumed energy (kWh) | 4.433432031109744 | |
| | | Country name | Switzerland | |
| | | Cloud provider | nan | |
| | | Cloud region | nan | |
| | | CPU count | 4 | |
| | | 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) | 0.38404787954209446 | |
| | | Emissions (Co2eq in kg) | 0.07813961185488502 | |
| |
|
| | ## Note |
| |
|
| | 15 May 2024 |
| |
|
| | ## My Config |
| |
|
| | | Config | Value | |
| | |--------------------------|-----------------| |
| | | checkpoint | albert-base-v2 | |
| | | model_name | ThunBERT_bs8_lr5 | |
| | | 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 | 82627 | |
| |
|
| | ## Training and Testing steps |
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| | |
| | Epoch | Train Loss | Test Loss |
| | ---|---|--- |
| | | 0.0 | 7.067743 | 3.953574 | |
| | | 0.5 | 3.522399 | 3.376064 | |
| | | 1.0 | 3.303520 | 3.226876 | |
| | | 1.5 | 3.154914 | 3.167486 | |
| | | 2.0 | 3.058335 | 3.051049 | |
| | | 2.5 | 2.983440 | 2.994546 | |
| | | 3.0 | 2.966602 | 2.926526 | |
| | | 3.5 | 2.846851 | 2.879127 | |
| | | 4.0 | 2.785210 | 2.832286 | |
| | | 4.5 | 2.718725 | 2.795912 | |
| | | 5.0 | 2.670722 | 2.733300 | |
| | | 5.5 | 2.628934 | 2.693741 | |
| | | 6.0 | 2.589258 | 2.672380 | |
| |
|
