metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-17T20:11:35'
project_name: ft_bs16_lr7_base_x2_emissions_tracker
run_id: 6bae0093-717f-46c3-bcdd-8f19fcccb3a8
duration: 36881.51029586792
emissions: 0.0226794872442836
emissions_rate: 6.149283763692448e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 4.500000000000001
cpu_energy: 0.4354060074516468
gpu_energy: 0
ram_energy: 0.0461015453451873
energy_consumed: 0.4815075527968334
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: 2
cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
gpu_count: .nan
gpu_model: .nan
longitude: .nan
latitude: .nan
ram_total_size: 12
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 36881.51029586792 |
| Emissions (Co2eq in kg) | 0.0226794872442836 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 4.500000000000001 |
| CPU energy (kWh) | 0.4354060074516468 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0461015453451873 |
| Consumed energy (kWh) | 0.4815075527968334 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 2 |
| 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) | 0.07099690731954574 |
| Emissions (Co2eq in kg) | 0.014445258199214933 |
Note
17 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_bs16_lr7_base_x2 |
| sequence_length | 400 |
| num_epoch | 15 |
| learning_rate | 5e-07 |
| 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 | 81450 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.588079 | 0.517896 | 0.740059 | 0.863497 |
| 1 | 0.477829 | 0.460693 | 0.781296 | 0.848160 |
| 2 | 0.429019 | 0.428960 | 0.805596 | 0.881902 |
| 3 | 0.391332 | 0.404802 | 0.807806 | 0.832822 |
| 4 | 0.368315 | 0.398500 | 0.819588 | 0.863497 |
| 5 | 0.350588 | 0.389129 | 0.821060 | 0.863497 |
| 6 | 0.335994 | 0.382235 | 0.822533 | 0.874233 |
| 7 | 0.324425 | 0.373543 | 0.834315 | 0.838957 |
| 8 | 0.310990 | 0.373090 | 0.831370 | 0.854294 |
| 9 | 0.300017 | 0.368493 | 0.834315 | 0.849693 |
| 10 | 0.286613 | 0.377919 | 0.832842 | 0.872699 |
| 11 | 0.275215 | 0.370514 | 0.836524 | 0.831288 |
| 12 | 0.260308 | 0.383199 | 0.834315 | 0.872699 |
| 13 | 0.249657 | 0.378506 | 0.837997 | 0.842025 |
| 14 | 0.234344 | 0.385054 | 0.834315 | 0.835890 |