damgomz/ft_16_12e6_base_x4

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	67871.7352385521
Emissions (Co2eq in kg)	0.0410702330513391
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.8012618744567
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0706990828762451
Consumed energy (kWh)	0.871960957332947
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)	0.13065309033421277
Emissions (Co2eq in kg)	0.026583096301766238

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_16_12e6_base_x4
sequence_length	400
num_epoch	6
learning_rate	1.2e-05
batch_size	16
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	29328

Training and Testing steps

Epoch	Train Loss	Test Loss	F-beta Score
0	0.000000	0.715508	0.110169
1	0.312260	0.231623	0.908621
2	0.189941	0.227896	0.919232
3	0.137408	0.241997	0.906275
4	0.092541	0.288514	0.904373
5	0.058133	0.352922	0.914804
6	0.040254	0.357574	0.901851