damgomz/ft_bs32_lr7_mlm

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	28014.593188285828
Emissions (Co2eq in kg)	0.0169520737389673
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.3307273301712342
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0291816683419049
Consumed energy (kWh)	0.3599089985131388
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)	0.053928091887450215
Emissions (Co2eq in kg)	0.010972382332078616

Note

20 May 2024

My Config

Config	Value
checkpoint	damgomz/ThunBERT_bs16_lr5_MLM
model_name	ft_bs32_lr7_mlm
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	0.680462	0.629265	0.695876	0.819018
1	0.582688	0.540363	0.728277	0.802147
2	0.504317	0.481331	0.773196	0.868098
3	0.446641	0.430399	0.808542	0.889571
4	0.400829	0.396269	0.817378	0.881902
5	0.373893	0.376208	0.826951	0.881902
6	0.354504	0.366698	0.834315	0.895706
7	0.343825	0.356863	0.838733	0.849693
8	0.336049	0.356482	0.844624	0.901840
9	0.329104	0.349773	0.852725	0.892638
10	0.323361	0.346467	0.850515	0.880368
11	0.316434	0.344817	0.854934	0.880368
12	0.309111	0.343348	0.857143	0.886503
13	0.304864	0.341717	0.855670	0.878834
14	0.299619	0.344598	0.854934	0.897239