damgomz/BERTrand_bs64_lr5

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	210553.2843556404
Emissions (Co2eq in kg)	0.2720349058598398
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	56.25
CPU energy (kWh)	2.4856944445676237
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	3.289870954465132
Consumed energy (kWh)	5.775565399032714
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)	0.4053150723846078
Emissions (Co2eq in kg)	0.08246670303929249

Note

30 April 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	BERTrand_bs64_lr5
sequence_length	400
num_epoch	12
learning_rate	5e-05
batch_size	64
weight_decay	0.0
warm_up_prop	0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	3148

Training and Testing steps

Epoch	Train Loss	Test Loss
0.0	15.402081	13.817045
0.5	8.054414	7.829068
1.0	4.816239	3.114260
1.5	2.206430	2.955595
2.0	2.189819	2.872115
2.5	2.418134	2.865437
3.0	2.349051	2.810524
3.5	2.102283	2.820134
4.0	1.907061	2.957294
4.5	2.326205	2.785392
5.0	2.257292	2.737638
5.5	2.127350	2.733068
6.0	1.883285	2.774372
6.5	2.100682	2.667502
7.0	2.194973	2.628296
7.5	2.163919	2.643665
8.0	1.850441	2.637510
8.5	1.968181	2.632833
9.0	2.121989	2.625116
9.5	2.136497	2.646418
10.0	1.891819	2.655790
10.5	1.822331	2.596789
11.0	2.116980	2.584595
11.5	2.101184	2.588414
12.0	1.961101	2.560519