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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 82456.99187994003
Emissions (Co2eq in kg) 0.0498959722597063
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9734482255030046
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.085891751561314
Consumed energy (kWh) 1.059339977064315
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) 0.15872970936888456
Emissions (Co2eq in kg) 0.03229565515297651

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_2e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 2e-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 0.703546 0.419748
1 0.435230 0.359123 0.868760
2 0.313593 0.302599 0.886196
3 0.272897 0.288749 0.879101
4 0.249039 0.272304 0.887445
5 0.229724 0.263636 0.893234
6 0.221369 0.275537 0.876866
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Model size
89.7M params
Tensor type
F32
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