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  4. set_deterministic_debug_mode

torch.set_deterministic_debug_mode

function set_deterministic_debug_mode(mode: 0 | 1 | 2): void

Set the debug verbosity level for deterministic algorithm violations.

When deterministic algorithms are enabled, this controls how violations are reported. This provides more granular control than the warn_only parameter.

Debug Modes:

  • 0 (default): Silent mode - operations proceed without reporting
  • 1 (warn): Warning mode - logs warnings for any non-deterministic behavior
  • 2 (error): Error mode - throws exceptions on non-deterministic operations

Usage Pattern:

  • Use mode 0 for quick testing where determinism isn't critical
  • Use mode 1 to identify which operations violate determinism
  • Use mode 2 (equivalent to warn_only=false) for strict reproducibility checking
  • Works with determinism: Set after use_deterministic_algorithms(true)
  • Granular control: Offers more options than warn_only parameter
  • Global setting: Applies to all subsequent operations

Parameters

mode0 | 1 | 2
Verbosity level: 0 (default), 1 (warn), or 2 (error)

Returns

void

Examples

// Silent mode - no warnings (default)
torch.set_deterministic_debug_mode(0);
torch.use_deterministic_algorithms(true);
const result = torch.someOp(input);  // Silent

// Warn mode - identify problematic operations
torch.set_deterministic_debug_mode(1);
const result = torch.someOp(input);  // Warns if non-deterministic

// Error mode - strict determinism enforcement
torch.set_deterministic_debug_mode(2);
const result = torch.someOp(input);  // Throws if non-deterministic

See Also

  • PyTorch torch.set_deterministic_debug_mode()
  • get_deterministic_debug_mode - Query current debug mode
  • use_deterministic_algorithms - Enable deterministic mode
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