Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 71231.60269165039
Emissions (Co2eq in kg) 0.0431033321668903
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8409267483289051
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0741988788741331
Consumed energy (kWh) 0.915125627203039
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) 0.137120835181427
Emissions (Co2eq in kg) 0.02789904438756307

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_9e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 9e-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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.728312 0.166667
1 0.345853 0.236986 0.914687
2 0.219481 0.244534 0.912125
3 0.169655 0.241377 0.921095
4 0.133692 0.271366 0.890746
5 0.098565 0.291976 0.900418
6 0.067091 0.302501 0.898679
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Model size
61.3M params
Tensor type
F32
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