mirror of
https://github.com/MLSysBook/TinyTorch.git
synced 2026-03-11 20:55:19 -05:00
0ed16a1553
- Updated release checklist and December 2024 release notes - Updated student version tooling documentation - Modified modules 15-19 (memoization, quantization, compression, benchmarking) - Added milestone dashboard and progress tracking - Added compliance reports and module audits - Added checkpoint tests for modules 15-20 - Added activation script and book configuration
30 lines
789 B
JSON
30 lines
789 B
JSON
{
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"mnist": {
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"dataset": "tinymnist",
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"training_time": 0.5278840065002441,
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"epochs": 20,
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"final_accuracy": 27.0,
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"architecture": "MLP(784\u2192128\u219210)",
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"suitable_for_students": false
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},
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"vww": {
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"dataset": "tinyvww",
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"training_time": 8.571065664291382,
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"epochs": 15,
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"final_accuracy": 100.0,
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"architecture": "CNN(Conv\u2192Pool\u2192Conv\u2192Pool\u2192FC)",
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"precision": 1.0,
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"recall": 1.0,
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"f1_score": 1.0,
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"suitable_for_students": true
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},
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"gpt": {
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"dataset": "tinypy",
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"training_time": 2.596580743789673,
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"epochs": 10,
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"final_loss": 1.9299052770321186,
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"final_perplexity": 6.888857677630846,
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"architecture": "TinyGPT(64 embed, 4 heads, 2 layers)",
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"suitable_for_students": true
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}
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} |