{ "source_gpu_trace": "benchmarks\\gb10-post-fc2-warmed-step-stats_cuda_gpu_trace.csv", "source_kernel_exec_trace": "benchmarks\\gb10-post-fc2-warmed-step-stats_cuda_kern_exec_trace.csv", "gpu_span_ns": 20907172640, "gpu_operation_count": 2803, "kernel_count": 2744, "kernel_time_ns": 20895065376, "kernel_busy_percent_of_span": 99.94209038109325, "launch_gaps": { "positive_gap_count": 2743, "total_ns": 11518912, "average_ns": 4199.384615384615, "maximum_ns": 4797728 }, "cpu_gpu_overlap": { "scope": "CUDA kernel-launch API intervals intersected with GPU kernel intervals", "launch_api_union_ns": 13065552528, "launch_api_gpu_overlap_ns": 13062771136, "launch_api_overlap_percent": 99.97871202160002 }, "components": { "sage2": { "milliseconds": 13029.23856, "percent_of_kernel_time": 62.355576905566124, "launches": 250 }, "nvfp4_gemms": { "milliseconds": 4167.855808, "percent_of_kernel_time": 19.946603339117498, "launches": 200 }, "nvfp4_packing": { "milliseconds": 2026.853664, "percent_of_kernel_time": 9.700154689767265, "launches": 800 }, "norm_and_rope": { "milliseconds": 1084.3856, "percent_of_kernel_time": 5.1896731619970025, "launches": 202 }, "remaining_gate_add": { "milliseconds": 549.298592, "percent_of_kernel_time": 2.6288436150619683, "launches": 100 }, "other": { "milliseconds": 37.433152, "percent_of_kernel_time": 0.17914828849014078, "launches": 1192 } }, "classification_policy": { "sage2": "mainloop plus MeanScale/TransposePadPermute/QuantInt8 preparation", "nvfp4_gemms": "SM120 block-scaled CUTLASS GEMMs", "nvfp4_packing": "absmax, final-scale, zero-fill and NVFP4 quantization kernels", "norm_and_rope": "layer norm, mean reduction and fused RMS/RoPE kernels", "remaining_gate_add": "fused residual gate/add kernels", "other": "all unmatched kernels" } }