metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-12T03:00:13'
project_name: fp_bs16_lr2e4_x12_emissions_tracker
run_id: 2b51b6a6-5307-45db-8359-c07184a2820e
duration: 119137.7012438774
emissions: 0.0896279481670709
emissions_rate: 7.523055022154622e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 1.4064846285392896
gpu_energy: 0
ram_energy: 0.4964038062512893
energy_consumed: 1.9028884347905757
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) | 119137.7012438774 |
| Emissions (Co2eq in kg) | 0.0896279481670709 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.4064846285392896 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.4964038062512893 |
| Consumed energy (kWh) | 1.9028884347905757 |
| 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) | 0.22934007489446398 |
| Emissions (Co2eq in kg) | 0.04666226632051865 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs16_lr2e4_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| 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 | 41642 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.230221 | 11.627857 |
| 0.5 | 7.092510 | 7.034938 |
| 1.0 | 7.179663 | 7.047425 |
| 1.5 | 7.029787 | 7.027430 |
| 2.0 | 7.020603 | 7.022997 |
| 2.5 | 7.005473 | 7.011000 |
| 3.0 | 7.005945 | 7.002463 |
| 3.5 | 6.988702 | 6.993661 |
| 4.0 | 6.983983 | 6.988350 |
| 4.5 | 6.971855 | 6.977217 |
| 5.0 | 6.966850 | 6.973620 |
| 5.5 | 6.958171 | 6.965670 |
| 6.0 | 6.953304 | 6.962006 |