damgomz/BERTrand_bs32_lr6

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	211015.4645042419
Emissions (Co2eq in kg)	0.2208665367559387
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	37.5
CPU energy (kWh)	2.491150588653827
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	2.1980606118713815
Consumed energy (kWh)	4.689211200525229
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)	0.40620476917066567
Emissions (Co2eq in kg)	0.08264772359749474

Note

30 April 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	BERTrand_bs32_lr6
sequence_length	400
num_epoch	12
learning_rate	5e-06
batch_size	32
weight_decay	0.0
warm_up_prop	0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	6318

Training and Testing steps

Epoch	Train Loss	Test Loss
0.0	15.603048	15.109937
0.5	8.715844	8.071290
1.0	7.608879	8.114126
1.5	7.407612	7.914163
2.0	7.323461	7.774658
2.5	7.248362	7.696718
3.0	7.101276	7.856242
3.5	7.134161	7.617901
4.0	7.105548	7.837306
4.5	7.221799	7.653854
5.0	7.047156	7.659136
5.5	7.080983	7.554190
6.0	7.083629	7.670907
6.5	7.180606	7.623875
7.0	7.036574	7.571451
7.5	7.037596	7.550659
8.0	7.082738	7.634689
8.5	7.136363	7.576325
9.0	7.046428	7.594891
9.5	7.022868	7.588534
10.0	7.075124	7.532026
10.5	7.078401	7.519065
11.0	7.109886	7.550544
11.5	7.002302	7.586807
12.0	7.054321	7.544724