Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 195629.7769525051
Emissions (Co2eq in kg) 0.1471730983947364
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.309512545775376
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.815115347363553
Consumed energy (kWh) 3.1246278931389235
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) 0.37658732063357236
Emissions (Co2eq in kg) 0.07662166263973116

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs4_lr1e4_x4
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 4
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 165329

Training and Testing steps

Epoch Train Loss Test Loss
0.0 15.731251 8.759530
0.5 4.947282 4.185839
1.0 4.509748 6.992226
1.5 7.011238 7.027641
2.0 7.015727 7.055507
2.5 7.028867 7.033146
3.0 7.019571 7.019218
3.5 7.011147 7.024505
4.0 7.020450 7.022822
4.5 7.010274 7.029992
5.0 7.013890 7.015060
5.5 7.009655 7.010476
6.0 7.011856 7.007228
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Model size
32.5M params
Tensor type
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