damgomz/BERTrand_base_x1

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	51646.0833337307
Emissions (Co2eq in kg)	0.031251852648093
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.609709605205391
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.053797595238189
Consumed energy (kWh)	0.6635072004435796
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)	0.09941871041743158
Emissions (Co2eq in kg)	0.020228049305711187

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	BERTrand_base_x1
sequence_length	400
num_epoch	6
learning_rate	3e-06
batch_size	1
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	0.699795	0.022603	743.000000	19.000000	752.000000	14.000000
1	0.283572	0.205028	0.935317	684.000000	78.000000	43.000000	723.000000
2	0.176116	0.198808	0.938067	691.000000	71.000000	42.000000	724.000000
3	0.124845	0.212899	0.926455	691.000000	71.000000	53.000000	713.000000
4	0.074272	0.231467	0.939034	682.000000	80.000000	39.000000	727.000000
5	0.039464	0.261678	0.923177	695.000000	67.000000	57.000000	709.000000
6	0.019379	0.288131	0.929720	687.000000	75.000000	49.000000	717.000000