metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-17T20:38:16'
project_name: ft_bs32_lr7_base_x4_emissions_tracker
run_id: 5db15e4e-d513-4223-a01b-80401b6e7353
duration: 37749.420859098434
emissions: 0.0228427640009316
emissions_rate: 6.051156145201107e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 3.75
cpu_energy: 0.4456520876550003
gpu_energy: 0
ram_energy: 0.0393219893482821
energy_consumed: 0.4849740770032831
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: 10
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 37749.420859098434 |
| Emissions (Co2eq in kg) | 0.0228427640009316 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.4456520876550003 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0393219893482821 |
| Consumed energy (kWh) | 0.4849740770032831 |
| 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) | 0.07266763515376448 |
| Emissions (Co2eq in kg) | 0.014785189836480219 |
Note
17 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_bs32_lr7_base_x4 |
| sequence_length | 400 |
| num_epoch | 15 |
| learning_rate | 5e-07 |
| batch_size | 32 |
| 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 | 0.595750 | 0.543689 | 0.737113 | 0.829755 |
| 1 | 0.503380 | 0.493985 | 0.756996 | 0.838957 |
| 2 | 0.460342 | 0.464891 | 0.777614 | 0.854294 |
| 3 | 0.427634 | 0.436513 | 0.799705 | 0.860429 |
| 4 | 0.398942 | 0.413984 | 0.817378 | 0.868098 |
| 5 | 0.375785 | 0.402112 | 0.815906 | 0.871166 |
| 6 | 0.359275 | 0.390137 | 0.822533 | 0.849693 |
| 7 | 0.350871 | 0.386776 | 0.821797 | 0.869632 |
| 8 | 0.338105 | 0.383545 | 0.823270 | 0.861963 |
| 9 | 0.331560 | 0.383545 | 0.824742 | 0.874233 |
| 10 | 0.320936 | 0.381202 | 0.832106 | 0.889571 |
| 11 | 0.312556 | 0.392009 | 0.825479 | 0.909509 |
| 12 | 0.307113 | 0.376630 | 0.830633 | 0.820552 |
| 13 | 0.302050 | 0.374940 | 0.834315 | 0.842025 |
| 14 | 0.290799 | 0.380564 | 0.833579 | 0.831288 |