Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 189199.7375972271
Emissions (Co2eq in kg) 0.142335761664038
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.233602746842287
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.7883237868626974
Consumed energy (kWh) 3.0219265337049763
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 6
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) 0.36420949487466214
Emissions (Co2eq in kg) 0.07410323055891394

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs8_lr1e4_x8
sequence_length 400
num_epoch 6
learning_rate 0.0001
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 81689

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.831572 15.107053
0.5 4.180298 3.747577
1.0 3.563155 3.459220
1.5 3.335922 3.296716
2.0 3.380067 6.984087
2.5 6.973961 6.969550
3.0 6.971643 6.979950
3.5 6.971316 6.981630
4.0 6.979162 6.988373
4.5 6.982184 6.984194
5.0 6.977189 6.987575
5.5 6.979103 6.984643
6.0 6.976059 6.986024
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Model size
60.8M params
Tensor type
F32
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