fix(pybot×actpred): 微动作录制时间轴均匀化——首行分解为重复步,delay 列权重归零
pybot run():带 delay 的首行(无前序状态)不再单步执行,分解为 N=delay//10 个重复微步(插值退化恒等),录制数据全 10ms 均匀节拍, delay 列恒 10ms——行级时长信息已隐式编码在步数中,消除首行 200ms 造成的时间采样不均(frame_len/history_len 等间隔假设被破坏)。 actpred default_column_weights:spk.delay 权重 0.2→0.0(步级恒值列 无信号,与保留位同级);spk.F 保持 0.2。 新录制数据集(952 样本,delay 恒 10)存于 data/pybot_record_v2(不入库)。
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@@ -148,11 +148,13 @@ class RobotStruct:
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"""逐行执行 @Action 矩阵,带时延的行分解为 10ms 微步
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微步规则:
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- 首行(无前序状态):不分解,按原逻辑执行
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- 后续行 + delay > 0:分解为 N=delay//10 个微步,舵机角度线性插值
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- delay > 0:分解为 N=delay//10 个微步;后续行舵机角度线性插值,
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首行(无前序状态)以行值重复 N 次(不插值)
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- delay 必须是 10 的倍数
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- 每步调 speaker.play(freq, 10) 提供声音 + 10ms 时序
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- dry_run 下补 sleep(0.01) 维持节拍
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- 全数据 10ms 均匀节拍:录制时每步一行、delay 列恒 10ms
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(行级时长的信息已隐式编码在步数中)
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recorder: 可选 EpisodeRecorder,每步录制 (frame, action)
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"""
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@@ -182,14 +184,17 @@ class RobotStruct:
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vals = self._resolve_row(action, i, len(columns))
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delay = int(vals[delay_idx]) if delay_idx is not None else 0
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if delay > 0 and prev_vals is not None:
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if delay > 0:
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if delay % 10 != 0:
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raise ValueError(
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f"@Action row {i}: delay {delay} 不是 10 的倍数")
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n = delay // 10
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for k in range(n):
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# 首行(无前序状态)不插值:prev=vals 使插值退化恒等,
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# 产出 N 个重复步,保持全数据 10ms 均匀节拍
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step_vals = self._build_step_vals(
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prev_vals, vals, columns, k, n)
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prev_vals if prev_vals is not None else vals,
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vals, columns, k, n)
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if recorder is not None:
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recorder.record(
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self._grab_frame(camera_var),
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