damgomz/BERTrand_bs16_lr5

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	190422.01247096065
Emissions (Co2eq in kg)	0.1993119180945443
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	37.5
CPU energy (kWh)	2.2480348206905836
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	1.9835508801341004
Consumed energy (kWh)	4.231585700824702
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)	0.3665623740065992
Emissions (Co2eq in kg)	0.07458195488445958

Note

30 April 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	BERTrand_bs16_lr5
sequence_length	400
num_epoch	12
learning_rate	5e-05
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	12590

Training and Testing steps

Epoch	Train Loss	Test Loss
0.0	15.505644	13.835570
0.5	2.703247	3.216191
1.0	2.525614	3.149906
1.5	2.203586	3.040256
2.0	2.160747	2.952961
2.5	2.370840	2.949682
3.0	2.350076	2.925128
3.5	2.110838	2.981181
4.0	1.903310	2.836523
4.5	2.270815	2.814076
5.0	2.256549	2.848042
5.5	2.214569	2.812752
6.0	1.896058	2.755932
6.5	2.082173	2.737672
7.0	2.156056	2.711664
7.5	2.133011	2.690121
8.0	1.826039	2.718429
8.5	1.919896	2.646301
9.0	2.058763	2.616522
9.5	2.088796	2.676844
10.0	1.848681	2.622713
10.5	1.776635	2.581153
11.0	2.059736	2.579319
11.5	2.055293	2.591116
12.0	1.912107	2.555768