damgomz/ft_8_4e6_mlm_cv

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	69752.5319519043
Emissions (Co2eq in kg)	0.0422083433539418
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.8234658257799006
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.072658319226404
Consumed energy (kWh)	0.8961241450063017
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)	0.13427362400741574
Emissions (Co2eq in kg)	0.027319741681162513

Note

21 May 2024

My Config

Config	Value
checkpoint	damgomz/ThunBERT_bs16_lr5_MLM
model_name	ft_8_4e6_mlm_cv
sequence_length	400
num_epoch	6
learning_rate	4e-06
batch_size	8
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	32586

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.420520	0.346607	0.847082	0.877867
1	0.318169	0.338375	0.845903	0.855383
2	0.266432	0.351313	0.844136	0.855602
3	0.199349	0.386016	0.838390	0.867479
4	0.111738	0.455603	0.836033	0.839846
5	0.045670	0.558804	0.831907	0.844940