metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-25T03:37:28'
project_name: fp_bs64_lr5_x4_emissions_tracker
run_id: 07c3bbb2-f049-4b40-b3dd-956d28629ef7
duration: 141339.0581598282
emissions: 0.1063300462019785
emissions_rate: 7.523047598190379e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 1.668582685680036
gpu_energy: 0
ram_energy: 0.5889075205147284
energy_consumed: 2.257490206194743
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) | 141339.0581598282 |
| Emissions (Co2eq in kg) | 0.1063300462019785 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.668582685680036 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.5889075205147284 |
| Consumed energy (kWh) | 2.257490206194743 |
| 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) | 0.27207768695766926 |
| Emissions (Co2eq in kg) | 0.05535779777926603 |
Note
23 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs64_lr5_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| 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 | 10278 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 15.918249 | 9.392778 |
| 0.5 | 5.090525 | 4.007436 |
| 1.0 | 3.736158 | 3.569265 |
| 1.5 | 3.457080 | 3.366405 |
| 2.0 | 3.294382 | 3.235556 |
| 2.5 | 3.196004 | 3.175543 |
| 3.0 | 3.097808 | 3.081475 |
| 3.5 | 3.041380 | 3.029809 |
| 4.0 | 2.969532 | 2.984502 |
| 4.5 | 2.927619 | 2.950877 |
| 5.0 | 2.891346 | 2.897531 |
| 5.5 | 2.853556 | 2.867581 |
| 6.0 | 2.830631 | 2.856134 |