{ "device": "NVIDIA GB10", "cutlass_dsl": "4.6.2", "metadata": { "width": 1344, "height": 768, "frames": 124, "steps": 12, "sampler_step": 1, "seed": 440420, "text_tokens": 100, "hidden_shape": [ 37810, 5376 ], "segments": [ [ 0, 100, 1 ], [ 100, 514, 2 ], [ 514, 37810, 0 ] ] }, "linear": "mlp_fc1", "mnk": [ 2048, 28672, 5376 ], "full_activation_rows": 37810, "modeled_chunk_count": 19, "ring": { "row_capacity": 2048, "producer": "vortex_native_quantize_nvfp4", "qdata_bytes": 5505024, "sfa_bytes": 688128, "logical_bytes": 6193152 }, "parity": { "tensor_scale_equal": true, "fp4_difference_count": 0, "block_scale_difference_count": 0, "output_equal": true, "max_abs": 0.0, "mean_abs": 0.0, "comfy_output_equal": true }, "timing": { "warmup": 10, "iterations": 100, "producer_ms": 0.13199872016906739, "global_scale_ms": 2.422532806396484, "cute_consumer_ms": 6.302136840820313, "modeled_cute_chunk_ms": 6.434135560989381, "modeled_comfy_chunk_ms": 2.247994508743286, "actual_into_ring_cute_gemm_ms": 2.0069894409179687, "comfy_consumer_ms": 2.1159957885742187, "actual_into_ring_comfy_gemm_ms": 2.2663865661621094, "reference_vortex_scale_comfy_pack_gemm_ms": 2.26166748046875, "modeled_canonical_reference_ms": 45.394214935302735, "modeled_canonical_cute_ring_ms": 40.55533218383789, "modeled_canonical_comfy_ring_ms": 45.48387756347656, "actual_ring_vs_reference": 0.8873936855218004, "comfy_ring_vs_reference": 1.0020865515086157, "modeled_canonical_cute_ring_vs_reference": 0.8934030964438668, "modeled_canonical_comfy_ring_vs_reference": 1.0019751994456036 } }