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Training practice problems in JAX
Difficulty:
Category:
Tag:
Showing 21 of 21
| Status | Title | Difficulty | Category | Tags |
|---|---|---|---|---|
| DDPM Training Step End-to-End | Medium | End-to-End |
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| Distributed Training Step End-to-End | Hard | End-to-End |
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| Eval Loop with Metrics | Medium | End-to-End |
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| Exponential Moving Average | Medium | Primitives |
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| Gradient Accumulation | Medium | End-to-End |
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| Gradient Clipping | Easy | End-to-End |
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| Implement Batch Normalization | Medium | Primitives |
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| Implement Dropout | Medium | Primitives |
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| Learning Rate Scheduler | Medium | End-to-End |
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| Logistic Regression From Scratch | Easy | End-to-End |
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| Model Checkpointing | Easy | End-to-End |
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| Ring All-Reduce | Hard | Primitives |
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| Train Binary Classifier End-to-End | Medium | End-to-End |
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| Train Encoder-Decoder Seq2Seq Step | Hard | End-to-End |
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| Train Image Classifier End-to-End | Medium | End-to-End |
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| Train LoRA Adapter End-to-End | Medium | End-to-End |
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| Train Multiclass Classifier with Early Stopping | Medium | End-to-End |
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| Train RNN Language Model | Hard | End-to-End |
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| Train VAE End-to-End | Medium | End-to-End |
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| Train ViT Classifier End-to-End | Hard | End-to-End |
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| Train with Adam End-to-End | Medium | End-to-End |
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