metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-25T18:35:29'
project_name: fp_bs32_lr5_x4_emissions_tracker
run_id: 76e6a081-c40e-4059-882d-3f3b6d2b891a
duration: 201349.00879764557
emissions: 0.1317182481933241
emissions_rate: 6.541787763440154e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 7.5
cpu_energy: 2.377032654036238
gpu_energy: 0
ram_energy: 0.4194737512061973
energy_consumed: 2.7965064052424404
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) | 201349.00879764557 |
| Emissions (Co2eq in kg) | 0.1317182481933241 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 7.5 |
| CPU energy (kWh) | 2.377032654036238 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.4194737512061973 |
| Consumed energy (kWh) | 2.7965064052424404 |
| 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) | 0.3875968419354677 |
| Emissions (Co2eq in kg) | 0.07886169511241117 |
Note
23 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs32_lr5_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| 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 | 20474 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.351377 | 11.863091 |
| 0.5 | 4.567548 | 3.794884 |
| 1.0 | 3.590797 | 3.455211 |
| 1.5 | 3.345965 | 3.288297 |
| 2.0 | 3.198848 | 3.176345 |
| 2.5 | 3.093061 | 3.087619 |
| 3.0 | 3.012470 | 3.013932 |
| 3.5 | 2.945540 | 2.949879 |
| 4.0 | 2.882858 | 2.898032 |
| 4.5 | 2.832584 | 2.853366 |
| 5.0 | 2.791554 | 2.814966 |
| 5.5 | 2.747674 | 2.785408 |
| 6.0 | 2.712429 | 2.754928 |