damgomz/BERTrand_x2

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	47077.0361263752
Emissions (Co2eq in kg)	0.0284870557510473
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.5557696538744712
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0490382217767338
Consumed energy (kWh)	0.6048078756512043
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)	0.09062329454327225
Emissions (Co2eq in kg)	0.01843850581616362

Note

19 juin 2024

My Config

Config	Value
checkpoint	damgomz/fp_bs16_lr1e4_x2
model_name	BERTrand_x2
sequence_length	400
num_epoch	6
learning_rate	5e-06
batch_size	2
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	36660

Training and Testing steps

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.697500	0.004883	757.000000	5.000000	763.000000	3.000000
1	0.277993	0.215116	0.936614	672.000000	90.000000	39.000000	727.000000
2	0.172936	0.216522	0.935484	676.000000	86.000000	41.000000	725.000000
3	0.124307	0.222397	0.927996	693.000000	69.000000	52.000000	714.000000
4	0.062651	0.255473	0.935808	673.000000	89.000000	40.000000	726.000000
5	0.026753	0.345185	0.920094	691.000000	71.000000	59.000000	707.000000
6	0.015767	0.408288	0.921737	689.000000	73.000000	57.000000	709.000000