metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-17T13:04:56'
project_name: ft_bs64_lr6_base_emissions_tracker
run_id: ddcf18bc-3002-4de9-be6b-c78da64d1565
duration: 11538.003197193146
emissions: 0.0075479190670361
emissions_rate: 6.54178971702172e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 7.5
cpu_energy: 0.1362123195265731
gpu_energy: 0
ram_energy: 0.0240373368933796
energy_consumed: 0.1602496564199525
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: 3
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) | 11538.003197193146 |
| Emissions (Co2eq in kg) | 0.0075479190670361 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 7.5 |
| CPU energy (kWh) | 0.1362123195265731 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0240373368933796 |
| Consumed energy (kWh) | 0.1602496564199525 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 3 |
| 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) | 0.022210656154596806 |
| Emissions (Co2eq in kg) | 0.004519051252233982 |
Note
17 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_bs64_lr6_base |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-06 |
| 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 | 32580 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.528595 | 0.432751 | 0.808542 | 0.797546 |
| 1 | 0.385116 | 0.376983 | 0.843152 | 0.911043 |
| 2 | 0.327269 | 0.355248 | 0.854934 | 0.891104 |
| 3 | 0.274044 | 0.376667 | 0.828424 | 0.789877 |
| 4 | 0.194716 | 0.433947 | 0.815169 | 0.811350 |
| 5 | 0.140480 | 0.483331 | 0.804124 | 0.796012 |