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Add int8 quantization stats

Compute the L1 error and Shannon SNR (higher is better).

Compute the L1 error and Shannon SNR (higher is better).

PiperOrigin-RevId: 846832280
@copybara-service copybara-service bot merged commit 1605925 into dev Dec 19, 2025
@copybara-service copybara-service bot deleted the test_846699792 branch December 19, 2025 20:43
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