AMD-AGI/TraceLens

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• --micro_idle_thresh_us silently zeroes GPU idle time and drops the High GPU Idle Time finding

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  Difficulty 2/5 1-3 hours Newbie friendliness 80/100

  AMD-AGI/TraceLens#1238 · Opened Nov 11, 2026

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• Proposal: Storing trace information in `TraceConstants` classes for perf models

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  AMD-AGI/TraceLens#1233 · Opened Nov 10, 2026

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• Unify op-to-flop performance model costs across the fused-kernel table, standalone perf models, and the roofline

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  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  AMD-AGI/TraceLens#1226 · Opened Nov 7, 2026

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• Magpie profiling skill refresh

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  Difficulty 4/5 3-5 days Newbie friendliness 28/100

  AMD-AGI/TraceLens#1221 · Opened Nov 6, 2026

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• Tag long kernels that launch fewer workgroups than the GPU has CUs

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  Difficulty 3/5 1-2 days Newbie friendliness 68/100

  AMD-AGI/TraceLens#1216 · Opened Nov 5, 2026

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• Annotation-based perf models overcount FLOPs by invocation count

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  Difficulty 5/5 Over a week Newbie friendliness 30/100

  AMD-AGI/TraceLens#1213 · Opened Nov 5, 2026

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• Add spec dec classification to TraceLens Agent

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  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  AMD-AGI/TraceLens#1198 · Opened Nov 2, 2026

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• Static roofline projection: extend op coverage (CONV geometry, MoE communication) beyond the current GEMM/SDPA/Norm/Softmax/elementwise subset

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  enhancement perf_model

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  AMD-AGI/TraceLens#1180 · 1 comment · Opened Oct 30, 2026

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• Splitter and capture merge do not recognize SGLang speculative-decoding step[VERIFY ...] annotations

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  Difficulty 4/5 3-5 days Newbie friendliness 42/100

  AMD-AGI/TraceLens#1170 · 2 comments · Opened Oct 29, 2026

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• Multi-rank collective report produces an empty summary when communication metadata is missing

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  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  AMD-AGI/TraceLens#1133 · 1 comment · 1 reaction · Opened Oct 20, 2026

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• No perf model for MoE expert dispatch/combine/gating kernels (DSV4 Pro)

  May be free again @Ahmedhasssan-aig claimed this 30 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#1105 · 2 assignees · Opened Oct 12, 2026

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• Six common attention perf models miss dtype_A_B, so they get no roofline or Origami columns

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  bug

  Difficulty 2/5 1-3 hours Newbie friendliness 82/100

  AMD-AGI/TraceLens#1099 · Opened Oct 7, 2026

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• Centralize the eval CSV writer

  May be free again @amoskvic claimed this 36 days ago, and no pull request is open. Open

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  enhancement

  AMD-AGI/TraceLens#1091 · 1 assignee · Opened Oct 7, 2026

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• Read eval source paths from the CSVs instead of hardcoding

  May be free again @amoskvic claimed this 36 days ago, and no pull request is open. Open

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  enhancement

  AMD-AGI/TraceLens#1090 · 1 assignee · Opened Oct 7, 2026

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• Validation & JSON generation utils for semantic analysis

  May be free again @amoskvic claimed this 36 days ago, and no pull request is open. Open

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  enhancement

  AMD-AGI/TraceLens#1089 · 1 assignee · Opened Oct 7, 2026

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• Unify trace splitting: remove bespoke adapter, extend canonical splitter

  May be free again @amoskvic claimed this 37 days ago, and no pull request is open. Open

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  enhancement

  AMD-AGI/TraceLens#1082 · 1 assignee · Opened Oct 5, 2026

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• TraceLens Unified Perf Report Interface

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  feature

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  AMD-AGI/TraceLens#1078 · 2 comments · Opened Oct 2, 2026

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• Replacing pattern_finder.py with a different implementation

  May be free again @amoskvic claimed this 41 days ago, and no pull request is open. Open

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  enhancement

  AMD-AGI/TraceLens#1073 · 1 assignee · Opened Oct 2, 2026

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• Generic trace splitter shortcomings

  May be free again @kyle-hoffmeyer claimed this 63 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#1018 · 3 comments · 1 assignee · Opened Sep 9, 2026

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• [Feature Request] Support AgentX Workload Trace Splitting and Analysis

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  Difficulty 5/5 Over a week Newbie friendliness 42/100

  AMD-AGI/TraceLens#997 · Opened Sep 2, 2026

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• Create central trace health check

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  Difficulty 5/5 Over a week Newbie friendliness 38/100

  AMD-AGI/TraceLens#985 · Opened Aug 31, 2026

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• Unify kernel library classification (TraceIndex + agent analysis)

  May be free again @ajassani claimed this 73 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#983 · 1 assignee · Opened Aug 30, 2026

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• Docs: unify TraceLens metrics reference (CSV reports + TraceIndex SQL)

  May be free again @ajassani claimed this 73 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#982 · 1 assignee · Opened Aug 30, 2026

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• Extend graph capture tracing support

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  Difficulty 5/5 Over a week Newbie friendliness 45/100

  AMD-AGI/TraceLens#974 · Opened Aug 27, 2026

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• Chunk-level GPU stats hide a per-step collapse: a chunk with zero GPU events in 30 of its 32 steps is analyzed as healthy and reported as `idle 0.04%`

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  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  AMD-AGI/TraceLens#972 · Opened Aug 27, 2026

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• Add pef models for MHA V4

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  Difficulty 3/5 1-2 days Newbie friendliness 55/100

  AMD-AGI/TraceLens#925 · Opened Aug 7, 2026

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• Support uncertainty-aware performance modeling in TraceLens

  May be free again @ajassani claimed this 99 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#893 · 1 assignee · Opened Aug 4, 2026

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• Add compatibility matrix for Jax support

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  Difficulty 2/5 1-3 hours Newbie friendliness 58/100

  AMD-AGI/TraceLens#816 · Opened Jul 16, 2026

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• DeepSeek-V4 AITER kernels uncategorized

  May be free again @devalshahamd claimed this 134 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#778 · 3 comments · 2 assignees · Opened Jun 30, 2026

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• Add a TraceLens blog page

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  AMD-AGI/TraceLens#700 · Opened Jun 2, 2026

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• Move arch specs into shared TraceLens utilities

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  Difficulty 4/5 3-5 days Newbie friendliness 55/100

  AMD-AGI/TraceLens#697 · Opened Jun 2, 2026

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• PyTorch trace parser over-counts kernel wall-time when dur overflows the next same-track slice (ROCm rocprof artifact)

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  Difficulty 3/5 1-2 days Newbie friendliness 68/100

  AMD-AGI/TraceLens#669 · 1 comment · Opened May 28, 2026

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• JaxTreePerfAnalyzer.get_df_kernel_launchers() raises KeyError: 'gpu_kernel_op_cat' for JAX XPlane traces

  May be free again @gabeweisz claimed this 174 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#649 · 1 assignee · Opened May 19, 2026

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• Support new tensorboard-plugin-profile v2.22+ import path (xprof)

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  Difficulty 2/5 1-3 hours Newbie friendliness 78/100

  AMD-AGI/TraceLens#648 · Opened May 19, 2026

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• Ops_summary report should show the full kernel name for custom HIP kernels

  May be free again A pull request for this issue was closed without being merged. Open

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  Difficulty 3/5 1-2 days Newbie friendliness 62/100

  AMD-AGI/TraceLens#641 · Opened May 14, 2026

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• Add Triton/torch.compile perf models (parity with ATen perf models)

  May be free again @janmatai claimed this 191 days ago, and no pull request is open. Open

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  enhancement

  AMD-AGI/TraceLens#619 · 1 comment · 1 assignee · Opened May 4, 2026

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• Add benchmark for CUDA Graph / HIP Graph trace processing performance

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  Difficulty 4/5 3-5 days Newbie friendliness 52/100

  AMD-AGI/TraceLens#591 · Opened Apr 15, 2026

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• Bug: Incorrect cross-rank GPU attribution during multinode merged trace analysis, indefinite hangs

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  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  AMD-AGI/TraceLens#581 · Opened Apr 3, 2026

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• Extend perf report to include idle time histogram

  May be free again @devalshahamd claimed this 224 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#578 · 1 assignee · Opened Apr 2, 2026

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• [Feature] Provide model architecture (including attention sparsity pattern) as an input file for improved roofline analysis

  May be free again @ajassani claimed this 231 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#567 · 2 assignees · Opened Mar 25, 2026

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• CPU Idle and Device Synch Analysis

  May be free again @ajassani claimed this 240 days ago, and no pull request is open. Open

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  effort: M Major Feature

  AMD-AGI/TraceLens#532 · 1 comment · 1 assignee · Opened Mar 16, 2026

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• Missing kernels in unified perf report

  May be free again @devalshahamd claimed this 251 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#510 · 1 assignee · Opened Mar 5, 2026

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• Implement Optional Kernel Name Categorizer in GPU Event Analysis

  May be free again @Ahmedhasssan-aig claimed this 369 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#428 · 1 assignee · Opened Nov 7, 2025

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• Add hlo_op and framework name scope call_stack nodes to Jax.tree

  May be free again @devalshahamd claimed this 370 days ago, and no pull request is open. Open

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  JAX Major Feature

  AMD-AGI/TraceLens#425 · 6 comments · 2 reactions · 1 assignee · Opened Nov 6, 2025

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• FLOPS perf-model for zero-FLOP TE auxiliary kernels (memset / fillBuffer)

  May be free again @gphuang claimed this 371 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#424 · 2 comments · 1 assignee · Opened Nov 6, 2025

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• Add the ability to focus on sub-regions of traces with known start/end timestamps

  May be free again @ajassani claimed this 370 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#420 · 1 assignee · Opened Nov 5, 2025

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• Add the ability to focus on sub-regions of traces using phases of computation

  May be free again @ajassani claimed this 370 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#419 · 1 assignee · Opened Nov 5, 2025

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• Move _annotate_gpu_events_with_stream_index from trace2tree to GPUEventAnalyzer

  May be free again @ajassani claimed this 370 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#412 · 1 assignee · Opened Nov 3, 2025

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• Add traverse_subtree_and_print for JaxTraceToTree

  May be free again @olehtika claimed this 385 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#403 · 1 assignee · Opened Oct 22, 2025

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• JAX event gpu_kernel_op_cat categorization via JaxOpKeys

  May be free again @gphuang claimed this 176 days ago, and no pull request is open. Open

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  AMD-AGI/TraceLens#402 · 1 comment · 1 assignee · Opened Oct 22, 2025

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