damgomz/ft_8_2e6_mlm_cv

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	70137.06294441223
Emissions (Co2eq in kg)	0.0424410221797307
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.8280053444213326
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0730587981601555
Consumed energy (kWh)	0.9010641425814891
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	2
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)	0.13501384616799353
Emissions (Co2eq in kg)	0.027470349653228122

Note

21 May 2024

My Config

Config	Value
checkpoint	damgomz/ThunBERT_bs16_lr5_MLM
model_name	ft_8_2e6_mlm_cv
sequence_length	400
num_epoch	6
learning_rate	2e-06
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	32586

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.471943	0.379341	0.827490	0.862092
1	0.341136	0.345278	0.845166	0.871145
2	0.304972	0.345030	0.845167	0.880203
3	0.269654	0.349133	0.847524	0.862721
4	0.229831	0.367654	0.841041	0.847553
5	0.180061	0.407419	0.834705	0.867764