mlx
v0.2.0
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mlx_profiler
(mlx v0.2.0)
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Summary
Functions
analyze_performance(Model)
auto_tune_parameters(Model, ValidationData)
benchmark_operation(Operation, NumRuns)
benchmark_operation(Operation, NumRuns, Options)
compare_implementations(Implementations, NumRuns)
debug_tensor_flow(Tensors)
detect_memory_leaks()
efficiency_metrics(Model)
find_bottlenecks(ProfileData)
generate_performance_report(AnalysisResults)
get_monitoring_data()
get_profile_stats()
gpu_kernel_stats()
gpu_memory_usage()
gpu_timeline()
gpu_utilization()
latency_analysis(Model, TestInputs)
memory_diff(Snapshot1, Snapshot2)
memory_snapshot()
memory_timeline()
optimize_computation_graph(ComputationGraph)
optimize_computation_graph(ComputationGraph, Options)
profile_computation(Fun)
profile_computation(Fun, Options)
reset_stats()
scalability_analysis(Model, BatchSizes)
start_monitoring()
start_monitoring(Options)
start_profiling()
start_profiling(Options)
stop_monitoring()
stop_profiling()
suggest_optimizations(ProfileData)
throughput_analysis(Model, DataLoader)
trace_execution(Fun)
trace_execution(Fun, Options)
track_memory_usage(Fun)
validate_numerics(Tensor)
Functions
analyze_performance(Model)
auto_tune_parameters(Model, ValidationData)
benchmark_operation(Operation, NumRuns)
benchmark_operation(Operation, NumRuns, Options)
compare_implementations(Implementations, NumRuns)
debug_tensor_flow(Tensors)
detect_memory_leaks()
efficiency_metrics(Model)
find_bottlenecks(ProfileData)
generate_performance_report(AnalysisResults)
get_monitoring_data()
get_profile_stats()
gpu_kernel_stats()
gpu_memory_usage()
gpu_timeline()
gpu_utilization()
latency_analysis(Model, TestInputs)
memory_diff(Snapshot1, Snapshot2)
memory_snapshot()
memory_timeline()
optimize_computation_graph(ComputationGraph)
optimize_computation_graph(ComputationGraph, Options)
profile_computation(Fun)
profile_computation(Fun, Options)
reset_stats()
scalability_analysis(Model, BatchSizes)
start_monitoring()
start_monitoring(Options)
start_profiling()
start_profiling(Options)
stop_monitoring()
stop_profiling()
suggest_optimizations(ProfileData)
throughput_analysis(Model, DataLoader)
trace_execution(Fun)
trace_execution(Fun, Options)
track_memory_usage(Fun)
validate_numerics(Tensor)