damgomz/ft_bs32_lr7_base_x2

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	37240.50697517395
Emissions (Co2eq in kg)	0.0229002417892837
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	4.500000000000001
CPU energy (kWh)	0.4396441116748577
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0465502746286989
Consumed energy (kWh)	0.4861943863035558
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)	0.07168797592720987
Emissions (Co2eq in kg)	0.014585865231943131

Note

17 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs32_lr7_base_x2
sequence_length	400
num_epoch	15
learning_rate	5e-07
batch_size	32
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	0.649573	0.574175	0.700295	0.776074
1	0.527511	0.510573	0.751105	0.858896
2	0.470206	0.462849	0.782769	0.845092
3	0.423501	0.438939	0.801915	0.901840
4	0.393218	0.412751	0.809278	0.777607
5	0.370431	0.392084	0.829897	0.881902
6	0.356885	0.386488	0.832106	0.894172
7	0.343338	0.377735	0.836524	0.815951
8	0.336663	0.368789	0.839470	0.880368
9	0.324767	0.364318	0.846834	0.855828
10	0.316849	0.363216	0.845361	0.851227
11	0.308921	0.364404	0.844624	0.895706
12	0.300201	0.366181	0.838733	0.803681
13	0.295329	0.368080	0.847570	0.911043
14	0.286295	0.365098	0.851252	0.901840