damgomz/ft_bs32_lr6_base

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	15805.78792977333
Emissions (Co2eq in kg)	0.0097194275052211
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	4.500000000000001
CPU energy (kWh)	0.186595798800389
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0197570919072628
Consumed energy (kWh)	0.2063528907076516
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)	0.03042614176481366
Emissions (Co2eq in kg)	0.006190600272494554

Note

17 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs32_lr6_base
sequence_length	400
num_epoch	6
learning_rate	5e-06
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	32580

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.517818	0.402571	0.819588	0.840491
1	0.362306	0.353783	0.845361	0.875767
2	0.295267	0.369306	0.841679	0.845092
3	0.219123	0.435836	0.815169	0.920245
4	0.152728	0.441231	0.823270	0.871166
5	0.101639	0.502734	0.820324	0.860429