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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 170213.14050722122
Emissions (Co2eq in kg) 0.1781595473385588
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 37.5
CPU energy (kWh) 2.0094578674973738
GPU energy (kWh) [No GPU]
RAM energy (kWh) 1.7730424475396678
Consumed energy (kWh) 3.782500315037023
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 4
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) 0.32766029547640085
Emissions (Co2eq in kg) 0.06666681336532831

Note

15 May 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ThunBERT_bs8_lr4
sequence_length 400
num_epoch 6
learning_rate 0.0005
batch_size 8
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 82827

Training and Testing steps

Epoch Train Loss Test Loss
0.0 6.835651 13.557409
0.5 7.894119 7.782390
1.0 7.756104 7.761859
1.5 7.724590 7.737085
2.0 7.705112 7.713643
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Model size
11.8M params
Tensor type
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