metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-10T00:56:33'
project_name: fp_bs8_lr1e4_x2_emissions_tracker
run_id: 59cb50bf-c3e6-43a1-8b7b-2bfb5713f38b
duration: 177421.5589568615
emissions: 0.1334750406979024
emissions_rate: 7.523045197137272e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 2.0945555037395738
gpu_energy: 0
ram_energy: 0.739249313523375
energy_consumed: 2.833804817262955
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) | 177421.5589568615 |
| Emissions (Co2eq in kg) | 0.1334750406979024 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.0945555037395738 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.739249313523375 |
| Consumed energy (kWh) | 2.833804817262955 |
| 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) | 0.3415365009919584 |
| Emissions (Co2eq in kg) | 0.06949011059143742 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs8_lr1e4_x2 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0001 |
| batch_size | 8 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 83254 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 14.699384 | 8.961090 |
| 0.5 | 4.739969 | 3.821362 |
| 1.0 | 3.560692 | 3.402070 |
| 1.5 | 3.271684 | 3.207227 |
| 2.0 | 5.506532 | 6.965374 |
| 2.5 | 6.963911 | 6.979262 |
| 3.0 | 6.981505 | 6.987962 |
| 3.5 | 6.974114 | 6.985355 |
| 4.0 | 6.976612 | 6.973448 |
| 4.5 | 6.968990 | 6.975167 |
| 5.0 | 6.969795 | 6.971316 |
| 5.5 | 6.970071 | 6.966503 |
| 6.0 | 6.955143 | 6.965822 |