metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-21T06:35:39'
project_name: ft_bs64_lr7_base_x8_emissions_tracker
run_id: 0945d8ee-6ebc-49db-aee6-bd90d1f4b2bb
duration: 28945.63649892807
emissions: 0.0189356286432173
emissions_rate: 6.541790381399498e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 7.5
cpu_energy: 0.341718781052364
gpu_energy: 0
ram_energy: 0.0603030155807732
energy_consumed: 0.4020217966331371
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) | 28945.63649892807 |
| Emissions (Co2eq in kg) | 0.0189356286432173 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 7.5 |
| CPU energy (kWh) | 0.341718781052364 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0603030155807732 |
| Consumed energy (kWh) | 0.4020217966331371 |
| 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) | 0.05572035026043654 |
| Emissions (Co2eq in kg) | 0.011337040962080162 |
Note
20 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_bs64_lr7_base_x8 |
| sequence_length | 400 |
| num_epoch | 20 |
| learning_rate | 5e-07 |
| 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 | 108600 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.605284 | 0.559398 | 0.727541 | 0.823620 |
| 1 | 0.521418 | 0.518530 | 0.740795 | 0.834356 |
| 2 | 0.487186 | 0.492726 | 0.758468 | 0.835890 |
| 3 | 0.459882 | 0.469925 | 0.776141 | 0.832822 |
| 4 | 0.436708 | 0.451493 | 0.786451 | 0.848160 |
| 5 | 0.414721 | 0.432541 | 0.798233 | 0.815951 |
| 6 | 0.395287 | 0.419788 | 0.806333 | 0.819018 |
| 7 | 0.381209 | 0.413589 | 0.805596 | 0.868098 |
| 8 | 0.371399 | 0.402106 | 0.821060 | 0.858896 |
| 9 | 0.362982 | 0.403256 | 0.814433 | 0.878834 |
| 10 | 0.353726 | 0.393290 | 0.826215 | 0.848160 |
| 11 | 0.346824 | 0.389223 | 0.826215 | 0.852761 |
| 12 | 0.341413 | 0.385427 | 0.829161 | 0.846626 |
| 13 | 0.339145 | 0.385045 | 0.830633 | 0.835890 |
| 14 | 0.329240 | 0.386728 | 0.826215 | 0.874233 |
| 15 | 0.325913 | 0.383079 | 0.834315 | 0.825153 |
| 16 | 0.319987 | 0.381838 | 0.831370 | 0.840491 |
| 17 | 0.314436 | 0.383904 | 0.834315 | 0.871166 |
| 18 | 0.309196 | 0.386049 | 0.833579 | 0.881902 |
| 19 | 0.309234 | 0.411747 | 0.818115 | 0.923313 |