metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-17T14:48:55'
project_name: ft_bs32_lr6_base_x2_emissions_tracker
run_id: 62a9ab84-b372-4dab-85c8-209894b0e028
duration: 17635.071415662766
emissions: 0.0108443036806177
emissions_rate: 6.149282543299629e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 4.500000000000001
cpu_energy: 0.2081914431182871
gpu_energy: 0
ram_energy: 0.0220436618819833
energy_consumed: 0.2302351050002703
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: 2
cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
gpu_count: .nan
gpu_model: .nan
longitude: .nan
latitude: .nan
ram_total_size: 12
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 17635.071415662766 |
| Emissions (Co2eq in kg) | 0.0108443036806177 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 4.500000000000001 |
| CPU energy (kWh) | 0.2081914431182871 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0220436618819833 |
| Consumed energy (kWh) | 0.2302351050002703 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 2 |
| 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) | 0.03394751247515082 |
| Emissions (Co2eq in kg) | 0.00690706963780125 |
Note
17 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_bs32_lr6_base_x2 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-06 |
| batch_size | 32 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 32580 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.481022 | 0.382655 | 0.822533 | 0.883436 |
| 1 | 0.352006 | 0.358421 | 0.850515 | 0.880368 |
| 2 | 0.306227 | 0.354041 | 0.837997 | 0.811350 |
| 3 | 0.252982 | 0.374805 | 0.846097 | 0.898773 |
| 4 | 0.191637 | 0.392756 | 0.840206 | 0.872699 |
| 5 | 0.114709 | 0.487044 | 0.836524 | 0.861963 |