metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-10T01:04:35'
project_name: fp_bs8_lr1e4_x1_emissions_tracker
run_id: 5345fbf7-aa3f-4851-be4d-d4f22b6bd5de
duration: 177902.95831775665
emissions: 0.1338371668679234
emissions_rate: 7.523043356528887e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 2.100238193338611
gpu_energy: 0
ram_energy: 0.7412549144069336
energy_consumed: 2.8414931077455567
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) | 177902.95831775665 |
| Emissions (Co2eq in kg) | 0.1338371668679234 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.100238193338611 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.7412549144069336 |
| Consumed energy (kWh) | 2.8414931077455567 |
| 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) | 0.3424631947616815 |
| Emissions (Co2eq in kg) | 0.06967865867445468 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs8_lr1e4_x1 |
| 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 | 82820 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 10.597891 | 4.233626 |
| 0.5 | 7.036702 | 7.024708 |
| 1.0 | 7.007983 | 7.016265 |
| 1.5 | 6.992748 | 6.995505 |
| 2.0 | 6.987995 | 6.993249 |
| 2.5 | 6.980353 | 6.984379 |
| 3.0 | 6.970201 | 6.977975 |
| 3.5 | 6.969172 | 6.973708 |
| 4.0 | 6.969255 | 6.972256 |
| 4.5 | 6.959313 | 6.950441 |
| 5.0 | 6.932130 | 6.929126 |
| 5.5 | 6.909282 | 6.910709 |
| 6.0 | 6.904310 | 6.907994 |