damgomz/ft_bs16_lr7_base_x8

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	29341.298537492752
Emissions (Co2eq in kg)	0.0191944486380988
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	7.5
CPU energy (kWh)	0.3463896830707782
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0611271135598421
Consumed energy (kWh)	0.4075167966306212
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)	0.056481999684673545
Emissions (Co2eq in kg)	0.011492008593851327

Note

20 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs16_lr7_base_x8
sequence_length	400
num_epoch	20
learning_rate	5e-07
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	108600

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.544017	0.498747	0.756259	0.820552
1	0.458398	0.447891	0.789396	0.815951
2	0.412619	0.418534	0.809278	0.809816
3	0.383563	0.402267	0.819588	0.832822
4	0.362502	0.394697	0.828424	0.868098
5	0.350171	0.388855	0.824742	0.814417
6	0.338813	0.390055	0.827688	0.822086
7	0.331673	0.384974	0.829897	0.820552
8	0.321403	0.382093	0.830633	0.832822
9	0.310836	0.387218	0.823270	0.783742
10	0.304103	0.398507	0.818115	0.763804
11	0.296614	0.390856	0.832106	0.888037
12	0.288897	0.393553	0.825479	0.792945
13	0.282550	0.395344	0.830633	0.878834
14	0.273857	0.394697	0.829897	0.846626
15	0.263546	0.403545	0.824006	0.796012
16	0.262119	0.399805	0.826215	0.806748
17	0.249052	0.404904	0.826215	0.799080
18	0.239922	0.407600	0.823270	0.846626
19	0.231717	0.422615	0.819588	0.780675