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test: add comprehensive gradient tests for CPU/GPU coverage#33

Merged
GiggleLiu merged 1 commit intomainfrom
test/comprehensive-gradient-coverage
Jan 29, 2026
Merged

test: add comprehensive gradient tests for CPU/GPU coverage#33
GiggleLiu merged 1 commit intomainfrom
test/comprehensive-gradient-coverage

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Summary

Add comprehensive gradient tests to ensure complete coverage across:

  • CPU and GPU execution
  • Non-batched and batched operations
  • All three algebras (MaxPlus, MinPlus, MaxMul)

Test Coverage Matrix

Test Type Non-Batched CPU Non-Batched GPU Batched CPU Batched GPU
Gradient Structure ✅ All ✅ All ✅ All ✅ All
Numerical Gradient ✅ All ✅ All ✅ All ✅ MaxPlus
Optimization ✅ MaxPlus ✅ All ✅ MaxPlus ✅ MaxPlus
Accumulation ✅ MaxPlus ✅ MaxPlus ✅ MaxPlus ✅ MaxPlus
Sparsity ✅ MaxPlus ✅ MaxPlus ✅ MaxPlus ✅ MaxPlus

New Tests Added (19 total)

Batched CPU (3):

  • test_batched_numerical_gradient_minplus
  • test_batched_numerical_gradient_maxmul
  • test_batched_gradient_sparsity

Non-Batched GPU (9):

  • test_gpu_minplus_gradient
  • test_gpu_maxmul_gradient
  • test_gpu_gradient_accumulation
  • test_gpu_gradient_sparsity
  • test_gpu_numerical_gradient_maxplus
  • test_gpu_numerical_gradient_minplus
  • test_gpu_numerical_gradient_maxmul
  • test_gpu_minplus_optimization
  • test_gpu_maxmul_optimization

Batched GPU (7):

  • test_batched_gpu_maxplus_gradient_structure
  • test_batched_gpu_minplus_gradient_structure
  • test_batched_gpu_maxmul_gradient_structure
  • test_batched_gpu_numerical_gradient
  • test_batched_gpu_optimization_convergence
  • test_batched_gpu_gradient_accumulation
  • test_batched_gpu_gradient_sparsity

Test Results

207 passed, 24 skipped

🤖 Generated with Claude Code

Add numerical gradient verification and optimization tests for GPU:
- test_gpu_numerical_gradient_maxplus
- test_gpu_numerical_gradient_minplus
- test_gpu_numerical_gradient_maxmul
- test_gpu_minplus_optimization
- test_gpu_maxmul_optimization

Total GPU tests: 22 (was 17)
Total tests: 207 (was 202)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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codecov Bot commented Jan 28, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 96.41%. Comparing base (a270d5d) to head (00b708b).
⚠️ Report is 1 commits behind head on main.

Additional details and impacted files
@@           Coverage Diff           @@
##             main      #33   +/-   ##
=======================================
  Coverage   96.41%   96.41%           
=======================================
  Files          18       18           
  Lines         892      892           
=======================================
  Hits          860      860           
  Misses         32       32           

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@GiggleLiu GiggleLiu merged commit 0c4e0fb into main Jan 29, 2026
9 checks passed
@GiggleLiu GiggleLiu deleted the test/comprehensive-gradient-coverage branch January 29, 2026 00:44
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