File size: 2,868 Bytes
a1cf1e9 c30bd20 a1cf1e9 c30bd20 a1cf1e9 c30bd20 a1cf1e9 c30bd20 a1cf1e9 c30bd20 a1cf1e9 c30bd20 a1cf1e9 c30bd20 a1cf1e9 c30bd20 a1cf1e9 c30bd20 a1cf1e9 c30bd20 a1cf1e9 c30bd20 289a25b d2e0d7d 3ea3e2c 237c351 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 |
---
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-11T13:59:43'
project_name: ThunBERT_bs8_lr4_emissions_tracker
run_id: 3345f532-5960-49ec-a891-053ef2514cfb
duration: 170213.14050722122
emissions: 0.1781595473385588
emissions_rate: 1.0466850374046206e-06
cpu_power: 42.5
gpu_power: 0.0
ram_power: 37.5
cpu_energy: 2.0094578674973738
gpu_energy: 0
ram_energy: 1.7730424475396678
energy_consumed: 3.782500315037023
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: 1.0
---
## Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|--------------------------|---------------------------------|
| Duration (in seconds) | 170213.14050722122 |
| Emissions (Co2eq in kg) | 0.1781595473385588 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.0094578674973738 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.7730424475396678 |
| Consumed energy (kWh) | 3.782500315037023 |
| 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) | 0.32766029547640085 |
| Emissions (Co2eq in kg) | 0.06666681336532831 |
## Note
15 May 2024
## My Config
| Config | Value |
|--------------------------|-----------------|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs8_lr4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0005 |
| 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 | 82827 |
## Training and Testing steps
Epoch | Train Loss | Test Loss
---|---|---
| 0.0 | 6.835651 | 13.557409 |
| 0.5 | 7.894119 | 7.782390 |
| 1.0 | 7.756104 | 7.761859 |
| 1.5 | 7.724590 | 7.737085 |
| 2.0 | 7.705112 | 7.713643 |
|