mirror of
https://github.com/harvard-edge/cs249r_book.git
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c30f2a3bfd
Moves the mlsysim package from book/quarto/mlsysim/ to the repo root so it is importable as a proper top-level package across the codebase. Key changes: - mlsysim/fmt.py: new top-level module for all formatting helpers (fmt, sci, check, md_math, fmt_full, fmt_split, etc.), moved out of viz/ - mlsysim/viz/__init__.py: now exports only plot utilities; dashboard.py (marimo-only) is no longer wildcard-exported and must be imported explicitly by marimo labs - mlsysim/__init__.py: added `from . import fmt` and `from .core import constants`; removed broken `from .viz import plots as viz` alias - execute-env.yml: fixed PYTHONPATH from "../../.." to "../.." so chapters resolve to repo root, not parent of repo - 51 QMD files: updated `from mlsysim.viz import <fmt-fns>` to `from mlsysim.fmt import <fmt-fns>` - book/quarto/mlsys/: legacy shadow package contents cleaned up; stub __init__.py remains for backward compat - All Vol1 and Vol2 chapters verified to build with `binder build pdf`
43 lines
1012 B
Python
43 lines
1012 B
Python
# book/quarto/mlsysim/deployment.py
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# Hierarchical Deployment Tier Definitions for MLSys Textbook
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from dataclasses import dataclass
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from ..core.constants import (
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ureg, Q_,
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SMARTPHONE_RAM_GB, MCU_RAM_KIB, CLOUD_MEM_GIB,
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TINY_MEM_KIB
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)
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@dataclass(frozen=True)
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class DeploymentTier:
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name: str
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ram: Q_
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storage: Q_
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typical_latency_budget: Q_
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class Tiers:
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Cloud = DeploymentTier(
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name="Cloud",
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ram=512 * ureg.GB,
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storage=10 * ureg.TB,
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typical_latency_budget=200 * ureg.ms
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)
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Edge = DeploymentTier(
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name="Edge",
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ram=32 * ureg.GB,
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storage=1 * ureg.TB,
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typical_latency_budget=50 * ureg.ms
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)
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Mobile = DeploymentTier(
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name="Mobile",
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ram=SMARTPHONE_RAM_GB,
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storage=256 * ureg.GB,
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typical_latency_budget=30 * ureg.ms
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)
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Tiny = DeploymentTier(
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name="TinyML",
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ram=MCU_RAM_KIB,
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storage=4 * ureg.MB,
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typical_latency_budget=100 * ureg.ms
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)
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