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2, "queries": 4096, "heads": 8, "seconds": 0.33314920822158456 }, { "pass": 2, "queries": 4096, "heads": 14, "seconds": 0.28818066674284637 }, { "pass": 2, "queries": 4096, "heads": 28, "seconds": 0.2786710415966809 }, { "pass": 2, "queries": 4096, "heads": 56, "seconds": 0.30085541657172143 }, { "pass": 2, "queries": 8192, "heads": 7, "seconds": 0.305299999890849 }, { "pass": 2, "queries": 8192, "heads": 8, "seconds": 0.3054444999434054 }, { "pass": 2, "queries": 8192, "heads": 14, "seconds": 0.2899260416161269 }, { "pass": 2, "queries": 8192, "heads": 28, "seconds": 0.28776987502351403 }, { "pass": 2, "queries": 8192, "heads": 56, "seconds": 0.28870670846663415 }, { "pass": 2, "queries": 32768, "heads": 7, "seconds": 0.2972267500590533 }, { "pass": 2, "queries": 32768, "heads": 8, "seconds": 0.30481362505815923 }, { "pass": 2, "queries": 32768, "heads": 14, "seconds": 0.291723916772753 }, { "pass": 2, "queries": 32768, "heads": 28, "seconds": 0.29789720848202705 }, { "pass": 2, "queries": 32768, "heads": 56, "seconds": 0.30226220842450857 } ], "context": "Sequential synthetic full-key attention sweep; pass 0 excluded from medians. No concurrent image generation." } }, "visual_comparison": { "scope": "One camera prompt and seed; compare whole frame and original-pixel crops. No general parity or editing claim.", "between_configurations": { "mean_absolute_RGB_8bit": [ 0.003369629383087158, 0.003351867198944092, 0.003442704677581787 ], "rms_RGB_8bit": [ 0.05804850887910178, 0.05789531240907239, 0.058674565849112056 ], "maximum_absolute_RGB_8bit": [ 1, 1, 1 ] }, "previews": { "nax_only": "minimax-h3-image-m5-nax-2026-11-10/nax-only.jpg", "optimized": "minimax-h3-image-m5-nax-2026-11-10/optimized.jpg", "optimized_details": "minimax-h3-image-m5-nax-2026-11-10/optimized-details.jpg" }, "review": "Coherent camera, textured covering, glass and wood detail. No obvious seams or mosaic corruption in full frame or unscaled crops. Fine markings are malformed and the cup is oversized." }, "validation": { "repository_gate": { "passed": true }, "m5_q8_tf32_disabled": { "passed": true, "test_summary": "Executed 9 tests, with 0 failures (0 unexpected) in 6.801 (6.803) seconds" }, "m5_q8_tf32_enabled": { "passed": true, "test_summary": "Executed 9 tests, with 0 failures (0 unexpected) in 0.766 (0.769) seconds" }, "image_math_metal": { "passed": true, "test_summary": "Executed 7 tests, with 0 failures (0 unexpected) in 1.304 (1.306) seconds" }, "q8_loading_metal": { "passed": true, "test_summary": "Executed 5 tests, with 0 failures (0 unexpected) in 0.040 (0.042) seconds" } }, "workload_estimate": { "representative_sequence_rows": 16528, "matrix_projection_ops": 3821455540224000, "full_attention_ops": 2349740222054400, "multiply_add_ops": 2, "notes": "Counts four block projections and full attention across 50 blocks and six evaluations; excludes other operations and is not a hardware peak estimate." } }