metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-12T04:07:38'
project_name: fp_bs16_lr2e4_x2_emissions_tracker
run_id: bfad8449-f45f-4490-9c09-b615a393a8ef
duration: 123183.01009082794
emissions: 0.0926712331077666
emissions_rate: 7.52305314177956e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 1.4542414543996254
gpu_energy: 0
ram_energy: 0.5132588769684232
energy_consumed: 1.9675003313680524
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) | 123183.01009082794 |
| Emissions (Co2eq in kg) | 0.0926712331077666 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.4542414543996254 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.5132588769684232 |
| Consumed energy (kWh) | 1.9675003313680524 |
| 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) | 0.23712729442484376 |
| Emissions (Co2eq in kg) | 0.04824667895224094 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs16_lr2e4_x2 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 16 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 41210 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 15.508738 | 13.453564 |
| 0.5 | 3.852050 | 3.397609 |
| 1.0 | 3.251526 | 3.176829 |
| 1.5 | 3.058468 | 3.015703 |
| 2.0 | 5.927741 | 6.965355 |
| 2.5 | 6.956331 | 6.956432 |
| 3.0 | 6.951731 | 6.962861 |
| 3.5 | 6.950335 | 6.958723 |
| 4.0 | 6.946852 | 6.955874 |
| 4.5 | 6.950789 | 6.954085 |
| 5.0 | 6.937664 | 6.950021 |
| 5.5 | 6.947318 | 6.950066 |
| 6.0 | 6.932711 | 6.952001 |