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b1ackjack12

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Joined on Oct 12, 2026 https://b1ackjack12.github.io/

Oct 21

EMA's Decay Isn't a Dial. It's a Plateau, a Cliff, and a 10%-Accuracy Crater

#pytorch #machinelearning #deeplearning #hyperparameters

5 min read

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Oct 20

One Horizontal Flip at Test Time Beat Every Training Trick I've Measured

#pytorch #machinelearning #deeplearning #computervision

4 min read

Oct 19

The GPU Has a 0.8 ms Floor, and My Sensor Model Lives Under It

#machinelearning #mlops #onnx #performance

3 min read

Oct 16

The One Knob I Never Swept Was the Optimizer. Adam Beat My Tuned SGD by 0.7

#pytorch #machinelearning #deeplearning #datascience

3 min read

Oct 12

I Set Every Seed and Trained Twice. The Models Diverged at Step 1

#pytorch #machinelearning #deeplearning #reproducibility

4 min read

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