$1B-Scale Data Center…NVIDIA Installed GPU Computing Power = 100x+ Growth Over ~Six Years 107 Note: Analysis does not include TPUs or other specialized AI accelerators, for which less data is available. TPUs intelligence projects. These enable collaboration, reuse, and distribution of AI tools and assets. Analysis shown includes GitHub repositories with 500+ stars. Infrastructure = tools for model serving, compute faster [vs. ChatGPT Free]… …ChatGPT Enterprise also provides unlimited access to advanced data analysis, previously known as Code Interpreter. - ChatGPT Enterprise Release Statement, 8/23 Number of

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 432 33.5 Memory allocation analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 433 33.6 External Profiling . . appears in the set of all backtraces. A sampling profiler does not provide complete line-by-line coverage, because the backtraces occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows :displaysize => (24, 500))) end 33.4 Configuration @profile just accumulates backtraces, and the analysis happens when you call Profile.print(). For a long-running computation, it's entirely possible that

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 432 33.5 Memory allocation analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 433 33.6 External Profiling . . appears in the set of all backtraces. A sampling profiler does not provide complete line-by-line coverage, because the backtraces occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows :displaysize => (24, 500))) end 33.4 Configuration @profile just accumulates backtraces, and the analysis happens when you call Profile.print(). For a long-running computation, it's entirely possible that

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 432 33.5 Memory allocation analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 433 33.6 External Profiling . . appears in the set of all backtraces. A sampling profiler does not provide complete line-by-line coverage, because the backtraces occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows :displaysize => (24, 500))) end 33.4 Configuration @profile just accumulates backtraces, and the analysis happens when you call Profile.print(). For a long-running computation, it's entirely possible that

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437 33.6 Memory allocation analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 443 33.7 External Profiling . . appears in the set of all backtraces. A sampling profiler does not provide complete line-by-line coverage, because the backtraces occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows :displaysize => (24, 500))) end 33.4 Configuration @profile just accumulates backtraces, and the analysis happens when you call Profile.print(). For a long-running computation, it's entirely possible that

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 438 33.6 Memory allocation analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 444 33.7 External Profiling . . appears in the set of all backtraces. A sampling profiler does not provide complete line-by-line coverage, because the backtraces occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows :displaysize => (24, 500))) end 33.4 Configuration @profile just accumulates backtraces, and the analysis happens when you call Profile.print(). For a long-running computation, it's entirely possible that

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437 33.6 Memory allocation analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 443 33.7 External Profiling . . appears in the set of all backtraces. A sampling profiler does not provide complete line-by-line coverage, because the backtraces occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows :displaysize => (24, 500))) end 33.4 Configuration @profile just accumulates backtraces, and the analysis happens when you call Profile.print(). For a long-running computation, it's entirely possible that

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437 33.6 Memory allocation analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 443 33.7 External Profiling . . appears in the set of all backtraces. A sampling profiler does not provide complete line-by-line coverage, because the backtraces occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows :displaysize => (24, 500))) end 33.4 Configuration @profile just accumulates backtraces, and the analysis happens when you call Profile.print(). For a long-running computation, it's entirely possible that

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437 33.6 Memory allocation analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 443 33.7 External Profiling . . appears in the set of all backtraces. A sampling profiler does not provide complete line-by-line coverage, because the backtraces occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows :displaysize => (24, 500))) end 33.4 Configuration @profile just accumulates backtraces, and the analysis happens when you call Profile.print(). For a long-running computation, it's entirely possible that