metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-06-27T12:11:19'
project_name: fp_bs8_lr5_x4_emissions_tracker
run_id: fe02877c-eb6f-4dbb-b92c-84bd37fee987
duration: 177735.54814982414
emissions: 0.1337112984336831
emissions_rate: 7.523047574082915e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 2.098262737140218
gpu_energy: 0
ram_energy: 0.7405580614348248
energy_consumed: 2.8388207985750444
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
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 177735.54814982414 |
| Emissions (Co2eq in kg) | 0.1337112984336831 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.098262737140218 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.7405580614348248 |
| Consumed energy (kWh) | 2.8388207985750444 |
| 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) | 0.34214093018841146 |
| Emissions (Co2eq in kg) | 0.06961308969201445 |
Note
24 juin 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs8_lr5_x4 |
| 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 | 81287 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 15.470805 | 10.927505 |
| 0.5 | 3.806336 | 3.467919 |
| 1.0 | 3.306795 | 3.229490 |
| 1.5 | 3.119937 | 3.106039 |
| 2.0 | 2.988004 | 2.978410 |
| 2.5 | 2.893831 | 2.911033 |
| 3.0 | 2.817451 | 2.824359 |
| 3.5 | 2.749720 | 2.786094 |
| 4.0 | 2.679766 | 2.726988 |
| 4.5 | 2.637161 | 2.677145 |
| 5.0 | 2.585987 | 2.642253 |
| 5.5 | 2.547930 | 2.603068 |
| 6.0 | 2.514662 | 2.587190 |