metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-03T23:03:49'
project_name: BERTrand_bs16_lr6_emissions_tracker
run_id: c4c202f3-d5d4-403c-b72f-93edc13d2220
duration: 199222.14457845688
emissions: 0.2085228370280885
emissions_rate: 0.000001046685033279365
cpu_power: 42.5
gpu_power: 0
ram_power: 37.5
cpu_energy: 2.3519248156185015
gpu_energy: 0
ram_energy: 2.075217644798255
energy_consumed: 4.427142460416734
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: 4
cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
gpu_count: .nan
gpu_model: .nan
longitude: .nan
latitude: .nan
ram_total_size: 100
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 199222.14457845688 |
| Emissions (Co2eq in kg) | 0.2085228370280885 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.3519248156185015 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 2.075217644798255 |
| Consumed energy (kWh) | 4.427142460416734 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 4 |
| 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) | 0.3835026283135295 |
| Emissions (Co2eq in kg) | 0.07802867329322895 |
Note
30 April 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | BERTrand_bs16_lr6 |
| sequence_length | 400 |
| num_epoch | 12 |
| learning_rate | 5e-06 |
| batch_size | 16 |
| weight_decay | 0.0 |
| warm_up_prop | 0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 12597 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 15.499363 | 15.126202 |
| 0.5 | 8.243008 | 8.091313 |
| 1.0 | 7.354550 | 7.973097 |
| 1.5 | 7.244512 | 7.687902 |
| 2.0 | 7.199471 | 7.686438 |
| 2.5 | 7.161911 | 7.657964 |
| 3.0 | 7.049606 | 7.765894 |
| 3.5 | 7.091233 | 7.786471 |
| 4.0 | 7.060327 | 7.814007 |
| 4.5 | 7.164975 | 7.602441 |
| 5.0 | 7.008690 | 7.586652 |
| 5.5 | 7.035732 | 7.525334 |
| 6.0 | 7.045719 | 7.715493 |
| 6.5 | 7.108394 | 7.486681 |
| 7.0 | 6.992529 | 7.641908 |
| 7.5 | 6.993111 | 7.575982 |
| 8.0 | 7.051304 | 7.670884 |
| 8.5 | 7.075128 | 7.527084 |
| 9.0 | 7.010871 | 7.556140 |
| 9.5 | 6.978617 | 7.623441 |
| 10.0 | 7.033166 | 7.562979 |
| 10.5 | 7.026733 | 7.549661 |
| 11.0 | 7.080350 | 7.510597 |
| 11.5 | 6.955319 | 7.589880 |
| 12.0 | 7.023086 | 7.495114 |