metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-26T00:38:14'
project_name: fp_bs16_lr5_x12_emissions_tracker
run_id: 557e27cc-adef-479c-a20c-6970855ed1de
duration: 222866.85863924024
emissions: 0.1457947876827563
emissions_rate: 6.541788607464411e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 7.5
cpu_energy: 2.631062660888663
gpu_energy: 0
ram_energy: 0.4643023564731083
energy_consumed: 3.095365017361762
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: 4
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
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 222866.85863924024 |
| Emissions (Co2eq in kg) | 0.1457947876827563 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 7.5 |
| CPU energy (kWh) | 2.631062660888663 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.4643023564731083 |
| Consumed energy (kWh) | 3.095365017361762 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 4 |
| 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) | 0.42901870288053745 |
| Emissions (Co2eq in kg) | 0.0872895196337024 |
Note
23 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs16_lr5_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| 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 | 41000 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 14.295301 | 12.482946 |
| 0.5 | 4.443896 | 4.057067 |
| 1.0 | 3.877533 | 3.758476 |
| 1.5 | 3.668416 | 3.583658 |
| 2.0 | 3.503176 | 3.484722 |
| 2.5 | 3.389894 | 3.390494 |
| 3.0 | 3.301312 | 3.316528 |
| 3.5 | 3.224943 | 3.247083 |
| 4.0 | 3.163777 | 3.191901 |
| 4.5 | 3.100430 | 3.137891 |
| 5.0 | 3.057275 | 3.098351 |
| 5.5 | 3.018283 | 3.066965 |
| 6.0 | 2.985183 | 3.051055 |