damgomz/ft_16_10e6_base_x12

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	69774.12664532661
Emissions (Co2eq in kg)	0.0422214063591651
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.8237207426448668
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0726807426561913
Consumed energy (kWh)	0.8964014853010585
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)	0.13431519379225373
Emissions (Co2eq in kg)	0.02732819960275292

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_16_10e6_base_x12
sequence_length	400
num_epoch	6
learning_rate	1e-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	0.714335	0.597948
1	0.347528	0.296561	0.929597
2	0.226067	0.231189	0.900926
3	0.186524	0.249437	0.918742
4	0.152025	0.236880	0.922707
5	0.125592	0.257051	0.932766
6	0.091767	0.295228	0.902097