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查找并修复 Metal 游戏中的性能问题
使用强大的 Metal 工具追踪难以发现的游戏性能问题。了解如何通过 Instruments 中的 Game Performance Overview 收集丰富的性能数据,在 macOS 和 iOS 上分别利用 metalperftrace 和控制中心来运行后台性能追踪,并使用全新的 StateReporting API 将指标直接关联到游戏的运行时状态。将数小时的遥测数据转化为清晰明确、切实可行的见解。
章节
- 0:00 - Introduction
- 1:51 - Metal performance metrics
- 3:32 - Trace collection
- 6:38 - Analyze performance traces
- 10:08 - Contextualize with StateReporting
- 17:48 - Collect field data with MetricKit
- 19:41 - Next steps
资源
- Understanding the Metal Performance HUD metrics
- Monitoring your Metal app’s graphics performance
- Getting started with StateReporting
- Metal debugger
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5:00 - Collect a trace with metalperftrace
# Collect the last 5 hours metalperftrace collect /tmp --last 5h # Output # Metal performance traces collected to: /tmp # /tmp/MetalPerfTrace_20260401_094100_to_144100.atrc # Or collect an explicit time range metalperftrace collect /tmp \ --start 2026-04-01T09:41:00 \ --end 2026-04-01T12:41:00 -
7:02 - Print a trace overview
metalperftrace overview /Data/MyGameTrace.atrc # [Modern Renderer pid:13833] # Mem: 2146.1 MiB (2343.9 Peak, 1199.4 Metal) # Total CPU Time: 2417.601s (33.17% Sys, 66.83% User) # Instructions: 9944836683668 (5.75% P, 94.25% E) # Cycles: 5176430469224 (4.45% P, 95.55% E) # Disk Reads / Writes: 317.37 / 0.04 MiB (Logical Write 0.04) # Layer 0x729293000 (3456x2104) Interval 300.065s Active 300.065s # 59.7 FPS 17735 Frames 188 Skipped # Frame Time avg: 16.74ms min: 8.33 max: 125.00 stddev: 3.70 # CPU Begin-to-Present avg: 3.99ms min: 1.40 max: 94.37 stddev: 1.80 # On-GPU Time avg: 13.39ms min: 5.24 max: 37.57 stddev: 1.43 # Next Drawable Wait avg: 0.26ms min: 0.00 max: 91.08 stddev: 1.75 # Shader Compilation Time: 0.000s (Total: 0, Cached: 18) -
7:58 - Filter by process and emit JSON
// Report state transitions #import <StateReporting/StateReporting.h> NSString *domain = @"com.mygame.level"; SRStateReporter *reporter = [SRStateReporter reporterForDomain:domain]; [reporter reportTransitionToStateLabel:@"Level 1" stableMetadata:nil volatileMetadata:nil]; [reporter reportTransitionToStateLabel:@"Level 1" stableMetadata:@{ @"id": @1001 } volatileMetadata:nil]; [reporter reportVolatileMetadataUpdate:@{ @"health": @100 }]; -
13:55 - Include full state transitions in overview
metalperftrace overview /Data/MyGameTrace.atrc --include-state-transitions # [States] # com.mygame.graphics # High (30.59%, 14.996s) raytracing: 1 shadow: ultra # Medium (69.38%, 34.012s) raytracing: 0 shadow: medium # com.mygame.level # Level 1 (20.47%, 10.033s) biome: forest id: 1001 # Level 2 (79.53%, 38.991s) biome: volcano id: 1002 -
14:15 - Aggregate metrics by state
# Aggregate across all domains / transitions metalperftrace overview /Data/MyGameTrace.atrc --aggregate # Aggregate one domain metalperftrace overview /Data/MyGameTrace.atrc --aggregate \ --domain com.mygame.graphics # Aggregate a specific state label within a domain metalperftrace overview /Data/MyGameTrace.atrc --aggregate \ --domain com.mygame.graphics \ --state-label "High"
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- 0:00 - Introduction
Overview of the challenge of maintaining consistent frame rates in games across long play sessions, and a preview of the new tools and workflows for collecting, analyzing, and contextualizing Metal performance data.
- 1:51 - Metal performance metrics
A tour of the Metal performance metrics available through tools like the Metal Performance HUD, covering FPS, GPU time, frame interval, layer sizes, composition mode, and MetalFX-related metrics.
- 3:32 - Trace collection
How to collect performance traces using the Game Performance Overview template in Instruments for desk testing, and the new always-on system-level data collection on iOS and macOS that stores Metal performance metrics for days.
- 6:38 - Analyze performance traces
How to analyze collected traces using the metalperftrace command-line tool on macOS — printing overviews, exporting JSON for scripting or AI agents — and how to open and visualize traces in Instruments to identify FPS drops and other anomalies.
- 10:08 - Contextualize with StateReporting
Introduces the StateReporting API, which lets you describe your game's behavior and state over time using domains, states, and metadata. Learn how state transitions appear in the Metal Performance HUD, metalperftrace output, and Instruments tracks to make performance issues immediately actionable.
- 17:48 - Collect field data with MetricKit
How to use MetricKit in macOS and iOS 27 to collect Metal frame rate data and other performance metrics in the field after your game ships, including per-state breakdowns using StateReporting domains.
- 19:41 - Next steps
Key takeaways and recommended next steps: adopt StateReporting, try the new trace collection tools and metalperftrace CLI, and explore related Metal developer tools documentation.