metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-12T07:26:52'
project_name: fp_bs64_lr2e4_x12_emissions_tracker
run_id: 56ce82ec-a18f-43bf-a3b5-5ecd0fb28ba3
duration: 135136.80431556702
emissions: 0.1016640881195406
emissions_rate: 7.523049596624915e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 1.5953620771962724
gpu_energy: 0
ram_energy: 0.5630653048028559
energy_consumed: 2.158427381999122
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) | 135136.80431556702 |
| Emissions (Co2eq in kg) | 0.1016640881195406 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.5953620771962724 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.5630653048028559 |
| Consumed energy (kWh) | 2.158427381999122 |
| 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) | 0.2601383483074665 |
| Emissions (Co2eq in kg) | 0.05292858169026375 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs64_lr2e4_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 64 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 10376 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.300427 | 9.165630 |
| 0.5 | 7.093476 | 7.010190 |
| 1.0 | 6.999874 | 6.986215 |
| 1.5 | 6.976376 | 6.979395 |
| 2.0 | 6.961168 | 6.971322 |
| 2.5 | 6.955915 | 6.957881 |
| 3.0 | 6.956516 | 6.954181 |
| 3.5 | 6.950391 | 6.954473 |
| 4.0 | 6.945052 | 6.952713 |
| 4.5 | 6.939220 | 6.941207 |
| 5.0 | 6.935340 | 6.947393 |
| 5.5 | 6.928922 | 6.939991 |
| 6.0 | 6.930875 | 6.943215 |