damgomz/ft_bs16_1lr6_base_x8

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	29334.1406750679
Emissions (Co2eq in kg)	0.0191897816027374
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	7.5
CPU energy (kWh)	0.3463053195810985
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0611123913536468
Consumed energy (kWh)	0.4074177109347459
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)	0.05646822079950571
Emissions (Co2eq in kg)	0.011489205097734928

Note

20 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs16_1lr6_base_x8
sequence_length	400
num_epoch	20
learning_rate	1e-06
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	0.523328	0.476205	0.776141	0.906442
1	0.431474	0.413639	0.813697	0.866564
2	0.384488	0.402209	0.823270	0.897239
3	0.353091	0.387237	0.822533	0.800613
4	0.328723	0.390632	0.836524	0.918712
5	0.314824	0.373720	0.835052	0.848160
6	0.299005	0.389435	0.810751	0.750000
7	0.289835	0.386018	0.835052	0.860429
8	0.273817	0.388888	0.829897	0.814417
9	0.257712	0.386943	0.837997	0.871166
10	0.236881	0.410112	0.832842	0.855828
11	0.218910	0.429738	0.820324	0.837423
12	0.207044	0.461636	0.832106	0.891104
13	0.192752	0.454077	0.817378	0.828221
14	0.167404	0.477347	0.802651	0.754601
15	0.146702	0.511787	0.810751	0.875767
16	0.134885	0.540342	0.814433	0.858896
17	0.118554	0.552969	0.807069	0.802147
18	0.105443	0.596917	0.805596	0.803681
19	0.085186	0.638636	0.796024	0.757669