Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 148163.46079468727
Emissions (Co2eq in kg) 0.0896559763128698
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.7491481642598954
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.154335335302104
Consumed energy (kWh) 1.9034834995620016
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) 0.285214662029773
Emissions (Co2eq in kg) 0.05803068881125252

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_1_4e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 4e-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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.720573 0.337178
1 0.320833 0.260752 0.912109
2 0.216310 0.220284 0.910982
3 0.173920 0.226664 0.925075
4 0.135464 0.232773 0.914038
5 0.099874 0.262507 0.917761
6 0.072070 0.289936 0.917953
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Model size
89.7M params
Tensor type
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