damgomz/ft_bs64_lr7_mlm

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	19140.974267959595
Emissions (Co2eq in kg)	0.0125216234646344
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	7.5
CPU energy (kWh)	0.2259694842797186
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0398767496565978
Consumed energy (kWh)	0.265846233936316
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	3
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)	0.036846375465822215
Emissions (Co2eq in kg)	0.0074968815882841735

Note

20 May 2024

My Config

Config	Value
checkpoint	damgomz/ThunBERT_bs16_lr5_MLM
model_name	ft_bs64_lr7_mlm
sequence_length	400
num_epoch	15
learning_rate	5e-07
batch_size	64
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	81450

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.681750	0.650938	0.675258	0.677914
1	0.620596	0.590201	0.706186	0.838957
2	0.561438	0.541534	0.731222	0.828221
3	0.517364	0.505266	0.757732	0.857362
4	0.481140	0.471585	0.787923	0.871166
5	0.445565	0.441544	0.804860	0.877301
6	0.416452	0.418398	0.810751	0.840491
7	0.397176	0.402198	0.818115	0.860429
8	0.381283	0.391362	0.818851	0.861963
9	0.368698	0.386014	0.827688	0.883436
10	0.360030	0.378365	0.828424	0.880368
11	0.351088	0.372454	0.827688	0.865031
12	0.344274	0.368691	0.832106	0.868098
13	0.336930	0.368929	0.835788	0.894172
14	0.331037	0.363933	0.840943	0.880368