| | --- |
| | language: en |
| | tags: |
| | - fill-mask |
| | kwargs: |
| | timestamp: '2024-05-21T07:18:18' |
| | project_name: ft_bs64_lr7_emissions_tracker |
| | run_id: 1145bafe-8e78-49ff-af17-c3e010606fad |
| | duration: 33325.59226679802 |
| | emissions: 0.0218008981080728 |
| | emissions_rate: 6.541788645056703e-07 |
| | cpu_power: 42.5 |
| | gpu_power: 0.0 |
| | ram_power: 7.5 |
| | cpu_energy: 0.3934264249450631 |
| | gpu_energy: 0 |
| | ram_energy: 0.0694278267284233 |
| | energy_consumed: 0.4628542516734863 |
| | 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: 3 |
| | cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz |
| | gpu_count: .nan |
| | gpu_model: .nan |
| | longitude: .nan |
| | latitude: .nan |
| | ram_total_size: 20 |
| | tracking_mode: machine |
| | on_cloud: N |
| | pue: 1.0 |
| | --- |
| | |
| | ## Environmental Impact (CODE CARBON DEFAULT) |
| |
|
| | | Metric | Value | |
| | |--------------------------|---------------------------------| |
| | | Duration (in seconds) | 33325.59226679802 | |
| | | Emissions (Co2eq in kg) | 0.0218008981080728 | |
| | | CPU power (W) | 42.5 | |
| | | GPU power (W) | [No GPU] | |
| | | RAM power (W) | 7.5 | |
| | | CPU energy (kWh) | 0.3934264249450631 | |
| | | GPU energy (kWh) | [No GPU] | |
| | | RAM energy (kWh) | 0.0694278267284233 | |
| | | Consumed energy (kWh) | 0.4628542516734863 | |
| | | Country name | Switzerland | |
| | | Cloud provider | nan | |
| | | Cloud region | nan | |
| | | CPU count | 3 | |
| | | 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) | 0.06415176511358618 | |
| | | Emissions (Co2eq in kg) | 0.013052523637829223 | |
| |
|
| | ## Note |
| |
|
| | 20 May 2024 |
| |
|
| | ## My Config |
| |
|
| | | Config | Value | |
| | |--------------------------|-----------------| |
| | | checkpoint | damgomz/ThunBERT_bs32_lr5 | |
| | | model_name | ft_bs64_lr7 | |
| | | sequence_length | 400 | |
| | | num_epoch | 15 | |
| | | learning_rate | 5e-07 | |
| | | batch_size | 64 | |
| | | weight_decay | 0.0 | |
| | | warm_up_prop | 0.0 | |
| | | drop_out_prob | 0.1 | |
| | | packing_length | 100 | |
| | | train_test_split | 0.2 | |
| | | num_steps | 81450 | |
| |
|
| | ## Training and Testing steps |
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| | |
| | Epoch | Train Loss | Test Loss | Accuracy | Recall |
| | ---|---|---|---|--- |
| | | 0 | 0.704930 | 0.674754 | 0.572165 | 0.265337 | |
| | | 1 | 0.665731 | 0.636024 | 0.677467 | 0.766871 | |
| | | 2 | 0.608330 | 0.578532 | 0.709131 | 0.889571 | |
| | | 3 | 0.554262 | 0.535725 | 0.730486 | 0.898773 | |
| | | 4 | 0.514408 | 0.501135 | 0.752577 | 0.888037 | |
| | | 5 | 0.478413 | 0.467166 | 0.776878 | 0.904908 | |
| | | 6 | 0.441089 | 0.433510 | 0.804124 | 0.884969 | |
| | | 7 | 0.413271 | 0.413341 | 0.818851 | 0.861963 | |
| | | 8 | 0.390756 | 0.404188 | 0.820324 | 0.920245 | |
| | | 9 | 0.374568 | 0.391133 | 0.818851 | 0.877301 | |
| | | 10 | 0.360722 | 0.384345 | 0.826215 | 0.883436 | |
| | | 11 | 0.352599 | 0.380412 | 0.830633 | 0.878834 | |
| | | 12 | 0.338886 | 0.378745 | 0.830633 | 0.889571 | |
| | | 13 | 0.330394 | 0.376916 | 0.834315 | 0.868098 | |
| | | 14 | 0.316725 | 0.380716 | 0.832106 | 0.845092 | |
| |
|
