AI Performance Analysis
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Runtime:%%TOTAL_MS%% ms
Kernels:%%NUM_HOTSPOTS%%
Tier:%%TIER_LABEL%%
Generated:%%ANALYSIS_DATE%%
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Overview

Tier %%TIER%%

%%ASSESSMENT%%

%%BN_ICON%%Bottleneck
Primary Bottleneck
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Confidence: %%CONFIDENCE%%%
Duration
Total Runtime
%%TOTAL_MS_VALUE%%
milliseconds • %%NUM_HOTSPOTS%% kernels
💻%%KPI_KERNEL_LBL%%
Kernel Execution
%%KERNEL_PCT%%
%%KERNEL_MS%% ms active compute
%%TIER_ICON%%%%TIER_STATUS_LBL%%
Analysis Tier
%%TIER%%
%%HAS_COUNTERS_SUB%%
%%FINDINGS_HTML%%

Execution Breakdown

Kernel  %%KERNEL_PCT_1F%%%
Memory Copies  %%MEMCPY_PCT_1F%%%
API Overhead  %%OVERHEAD_PCT_1F%%%
GPU Idle  %%IDLE_PCT_1F%%%
Kernel Execution
%%KERNEL_PCT_1F%%% %%KERNEL_MS%% ms
Memory Copies
%%MEMCPY_PCT_1F%%% %%MEMCPY_MS%% ms
API Overhead
%%OVERHEAD_PCT_1F%%% %%OVERHEAD_MS%% ms
GPU Idle
%%IDLE_PCT_1F%%% %%IDLE_MS%% ms
%%HOTSPOTS_HTML%% %%MEM_HTML%%
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Hardware Counters

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%%HW_INNER%%
%%ROOFLINE_SECTION%%
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Optimization Recommendations

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