HOARDED FORTUNE GROUP PTE. LTD. / 新加坡鸿德集团
Distributed training
分布式训练方案
REQUIREMENTS CHECKLIST / 双语需求清单
Project requirements record. Signed quotations and service agreements define pricing, capacity and delivery terms.
项目需求记录。签署的报价与服务协议规定价格、容量和交付条件。

Model footprint / 模型需求
Provide parameter scale, precision, sequence length, global/micro batch, optimiser and data/tensor/pipeline parallelism assumptions.
提供参数规模、精度、序列长度、全局及微批大小、优化器，以及数据、张量和流水线并行假设。
Customer input / 客户填写：________________

Dataset and schedule / 数据与训练计划
Define dataset format, preprocessing, tokens or samples, checkpoint cadence and target training window. Identify reproducibility and access constraints.
明确数据格式、预处理、Token 或样本量、检查点周期及训练窗口，并说明复现与访问限制。
Customer input / 客户填写：________________

Memory budget / 内存预算
Peak-memory measurement; batch/sequence profile; parallel strategy.
峰值内存测量、批量及序列特征、并行策略。
Required scope / 所需范围：________________

Communication path / 通信路径
Topology; collectives; rank count; transport; tuning baseline.
拓扑、集合操作、进程数、传输协议、调优基线。
Required scope / 所需范围：________________

Training data lifecycle / 训练数据生命周期
Dataset version; input rate; checkpoint size; restart test.
数据版本、输入速率、检查点大小、重启测试。
Required scope / 所需范围：________________

Training productivity / 训练产出
Report tokens or samples per second and step time with model, precision, batch, sequence and scale stated.
报告每秒 Token 或样本数、训练步耗时，并说明模型、精度、批量、序列及规模。
Agreed target and conditions / 约定目标及条件：________________

Communication evidence / 通信证据
NCCL test results distinguish operation time, algorithm bandwidth and bus bandwidth; retain the test context.
NCCL 测试区分操作时间、算法带宽及总线带宽，需保留测试上下文。
Agreed target and conditions / 约定目标及条件：________________

Checkpoint impact / 检查点影响
Validate checkpoint write time and restart recovery, recording the recovery point and lost work.
验证检查点写入耗时与重启恢复，并记录恢复点和工作量损失。
Agreed target and conditions / 约定目标及条件：________________

Additional review / 补充审阅
Region and access locations / 区域及访问地点：________________
Contracting entity and approved contact / 签约主体及认可联系：________________
Delivery window and project gates / 交付窗口及阶段条件：________________
Currency, billing unit, term and budget basis / 币种、计费单位、期限及预算口径：________________
Support and responsibility split / 支持及责任分工：________________
Data retention, export and deletion / 数据保留、导出及删除：________________
Acceptance owner and evidence format / 验收负责人及证据格式：________________

Credentials, identity documents and sensitive datasets use designated secure channels.
凭据、身份证明文件及敏感数据集通过指定安全渠道交付。