damgomz/BERTrand_bs64_lr6

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	210196.29861307144
Emissions (Co2eq in kg)	0.2715737813178914
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	56.25
CPU energy (kWh)	2.4814802918722147
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	3.284294985041019
Consumed energy (kWh)	5.765775276913259
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)	0.4046278748301625
Emissions (Co2eq in kg)	0.08232688362345299

Note

30 April 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	BERTrand_bs64_lr6
sequence_length	400
num_epoch	12
learning_rate	5e-06
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	3147

Training and Testing steps

Epoch	Train Loss	Test Loss
0.0	15.574399	15.096123
0.5	9.594637	8.148669
1.0	7.853338	8.074202
1.5	7.905947	7.939530
2.0	7.834033	7.833388
2.5	7.720610	7.871610
3.0	7.495963	7.976839
3.5	7.330389	7.752517
4.0	7.214343	7.848690
4.5	7.346055	7.724831
5.0	7.110836	7.715771
5.5	7.125741	7.595748
6.0	7.127250	7.659738
6.5	7.239036	7.671448
7.0	7.073343	7.705375
7.5	7.070813	7.589307
8.0	7.124647	7.582091
8.5	7.166616	7.539913
9.0	7.092505	7.611073
9.5	7.048057	7.625665
10.0	7.101367	7.564788
10.5	7.108332	7.602001
11.0	7.179604	7.554187
11.5	7.028062	7.575663
12.0	7.086092	7.574604