{"type":"system","subtype":"init","cwd":"/workspace","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","tools":["Task","Bash","CronCreate","CronDelete","CronList","Edit","EnterWorktree","ExitWorktree","ListAgents","NotebookEdit","Read","ReportFindings","ScheduleWakeup","SendMessage","Skill","TaskStop","ToolSearch","Workflow","Write"],"mcp_servers":[],"model":"claude-opus-5-5","permissionMode":"bypassPermissions","slash_commands":["deep-research","dataviz","update-config","verify","debug","code-review","simplify","batch","fewer-permission-prompts","doctor","loop","claude-api","workflow-authoring","run","run-skill-generator","plugin-authoring","agents","auto-mode-setup","autocompact","clear","color","compact","config","output-style","context","effort","fast","focus","heapdump","init","mcp","model","__remote-workflow","workflow-launch-exec","reload-plugins","reload-skills","rename","security-review","usage","insights","recap","goal","list-agents","team-onboarding"],"terminal_slash_commands":["doctor","color","focus","reload-plugins"],"apiKeySource":"ANTHROPIC_API_KEY","claude_code_version":"2.1.302","output_style":"default","agents":["claude","Explore","general-purpose","Plan","statusline-setup"],"skills":["deep-research","dataviz","update-config","verify","debug","code-review","simplify","batch","fewer-permission-prompts","doctor","loop","claude-api","workflow-authoring","run","run-skill-generator","plugin-authoring"],"plugins":[{"name":"cc-plugin-agents-md","path":"builtin","source":"cc-plugin-agents-md@builtin"},{"name":"cc-plugin-plugin-authoring","path":"builtin","source":"cc-plugin-plugin-authoring@builtin"}],"capabilities":["interrupt_receipt_v1","interrupt_cancel_queued_v1","interrupt_send_now_v1","msg_lifecycle_v1","request_marker_lists_v1","sdk_mcp_tools_list_changed","sdk_mcp_manifests","mcp_read_resource_v1","mcp_tool_ui_meta_v1","ui_surface_v1","mcp_call_result_not_for_model_v1"],"analytics_disabled":true,"product_feedback_disabled":false,"uuid":"03e5f36a-6d7e-433d-8912-97fec8cee163","memory_paths":{"auto":"/logs/agent/sessions/projects/-workspace/memory/"},"original_cwd":"/workspace","additional_directories":[],"fast_mode_state":"off","fast_mode_disabled_reason":"sdk_opt_in_required","per_turn_effort_active":true,"view_mode":"default"}
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{"type":"system","subtype":"thinking_tokens","estimated_tokens":14,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"b3ec0435-e3fc-43a6-bdf5-196a5624bfc6"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":22,"estimated_tokens_delta":8,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"07a68ab8-1293-4c29-9732-db7bb969c4f5"}
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{"type":"system","subtype":"thinking_tokens","estimated_tokens":170,"estimated_tokens_delta":147,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"888ea4e6-25c7-43a1-a477-24df67bece5f"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8fv6CofVsArXj3MuZXx","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I should start by exploring the workspace to get a sense of what this task involves.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":0,"cache_read_input_tokens":18006,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8ba61c20-1001-4e5b-a9e2-99825a35464e","timestamp":"2026-10-17T23:24:24.736Z","request_id":"req_011Cg8fv5qEs5UPiT8kkio5P","thinking_duration_ms":1171,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8fv6CofVsArXj3MuZXx","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0177zAiXSLf8zoRGKKVn7j8v","name":"Bash","input":{"command":"ls -la && cat task.py && cat starting_kernel.py && cat check.py && cat static_check.py; ls /logs/agent/sessions/projects/-workspace/memory/ 2>/dev/null && cat /logs/agent/sessions/projects/-workspace/memory/MEMORY.md 2>/dev/null","description":"Explore workspace files"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":0,"cache_read_input_tokens":18006,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"56b5bfda-c669-447d-a510-8458348ddce8","timestamp":"2026-10-17T23:24:25.084Z","request_id":"req_011Cg8fv5qEs5UPiT8kkio5P"}
{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 1\ntotal 37\ndrwxr-xr-x 1 agent agent   130 Oct 17 23:20 .\ndrwxr-xr-x 1 root  root    220 Oct 17 23:24 ..\n-rw-r--r-- 1 agent agent  3034 Oct 17 23:20 check.py\n-rw-r--r-- 1 agent agent  4816 Oct 17 23:20 nodus_autosave.py\n-rw-r--r-- 1 agent agent  2265 Oct 17 23:20 starting_kernel.py\n-rw-r--r-- 1 agent agent 13355 Oct 17 23:20 static_check.py\n-rw-r--r-- 1 agent agent  6758 Oct 17 23:20 task.py\n-rw-r--r-- 1 agent agent  5117 Oct 17 23:20 task_api.py\n\"\"\"Public task definition for xpr_hd256_chunked_prefill: reference, check, timed shapes, standard normal inputs. The verifier also uses edge shapes and hidden input distributions that are not in this file.\"\"\"\n\"\"\"Causal GQA attention with head dim 256 for chunked prefill over long contexts on Blackwell (expert PR task).\n\nSource: Dao-AILab/flash-attention PR #2916 \"[CuTe, SM100] SplitKV for the hd256 2CTA forward kernel\" (merged\n2026-09-25): the FlashAttention-4 head-dim-256 forward kernel (2-CTA tcgen05 clusters) gained split-KV with a\ncombine pass and an automatic split count; before it, that kernel rejected split-KV and ran one KV pass per query\ntile. The PR measured 1.9x-3.9x on GB300. The bar is the post-PR kernel (vendored in\nkernel_lab/expert_pr/fa4_v2916, num_splits=0 = automatic) at 0.9 of its speed, measured in the same run. On B300 it\nis 1.7x-3.3x faster than the pre-PR kernel on these shapes (expert_pr/prs.json).\n\nShapes are chunked-prefill steps (a chunk of new query tokens appended to a long cached context) of a GQA model\nwith 16 query heads, 8 KV heads and head dim 256 (Gemma-3 / Qwen3-Next style hd256 attention). Chunks of 256-512 tokens\nmake every timed shape compute bound (about 500 FLOPs per KV byte). Shorter chunks and pure decode are checked\nfor correctness only: there the expert kernel streams KV at well under half of HBM bandwidth, so a plain split-KV\nkernel would beat it.\n\"\"\"\nfrom task_api import Case, Task\nHQ, HKV, D = (16, 8, 256)\n\ndef make_case(shape, seed, device, dist='normal'):\n    import torch\n    from task_api import gen, randn\n    g = gen(device, seed)\n    B, Sq, Sk = (shape['B'], shape['Sq'], shape['Sk'])\n    q = randn((B, Sq, HQ, D), g, device, dist).to(torch.bfloat16)\n    k = randn((B, Sk, HKV, D), g, device, dist).to(torch.bfloat16)\n    v = randn((B, Sk, HKV, D), g, device, dist).to(torch.bfloat16)\n    out = torch.empty((B, Sq, HQ, D), device=device, dtype=torch.bfloat16)\n    return Case(args=[q, k, v, out], outputs=(3,), shape=shape, dist=dist)\n\ndef reference(args):\n    \"\"\"fp32 attention per (batch, KV head): query i of the chunk sees keys 0 .. Sk - Sq + i (the chunk is the end of\n    the sequence), softmax scale 1/16.\"\"\"\n    import torch\n    q, k, v, out = args\n    B, Sq, _, _ = q.shape\n    Sk = k.shape[1]\n    G = HQ // HKV\n    o = torch.empty(q.shape, device=q.device, dtype=torch.float32)\n    mag = torch.empty_like(o)\n    mask = torch.ones((Sq, Sk), device=q.device, dtype=torch.bool).tril(Sk - Sq)\n    for b in range(B):\n        for h in range(HKV):\n            qs = q[b, :, h * G:(h + 1) * G].float().permute(1, 0, 2)\n            s = qs @ k[b, :, h].float().t() * D ** (-0.5)\n            s = s.masked_fill(~mask, float('-inf'))\n            p = s.softmax(-1)\n            o[b, :, h * G:(h + 1) * G] = (p @ v[b, :, h].float()).permute(1, 0, 2)\n            mag[b, :, h * G:(h + 1) * G] = (p @ v[b, :, h].float().abs()).permute(1, 0, 2)\n    return {3: o, 'mag': mag}\n\ndef check(got, exp):\n    \"\"\"Per query token and head, the allowed error is 1% of the value plus 2% of that row's output RMS\n    plus 0.5% of sum_j p_j |v_j| (plus 1e-5). The last term covers bf16 rounding of the softmax weights (at most\n    2^-9 of each weight), which matters when an outlier value row gets a mid-size weight. A causal mask that is off\n    by one or aligned to the start instead of the end, a dropped KV block or split, or a wrong GQA head mapping\n    fails.\"\"\"\n    import torch\n    g, e = (got[3].float(), exp[3].float())\n    if tuple(g.shape) != tuple(e.shape):\n        return (False, {'error': f'shape {tuple(g.shape)} != {tuple(e.shape)}'})\n    rms = e.pow(2).mean(-1, keepdim=True).sqrt()\n    tol = 0.01 * e.abs() + 0.02 * rms + 0.005 * exp['mag'] + 1e-05\n    finite = torch.isfinite(g)\n    diff = torch.where(finite, (g - e).abs(), torch.full_like(g, float('inf')))\n    bad = int((diff > tol).sum().item())\n    fin = diff[finite]\n    return (bad == 0, {'bad': bad, 'bad_frac': bad / max(1, g.numel()), 'nonfinite': int((~finite).sum().item()), 'max_abs': float(fin.max().item()) if fin.numel() else 0.0})\n\ndef vllm():\n    \"\"\"The bar: FlashAttention-4's forward at the merge commit of PR #2916, causal, automatic split count, writing\n    into the output buffer.\"\"\"\n    import torch\n    from kernel_lab.expert_pr.fa4_v2916.interface import _flash_attn_fwd\n\n    def run(q, k, v, out):\n        with torch.no_grad():\n            o = _flash_attn_fwd(q, k, v, causal=True, num_splits=0, out=out)[0]\n        if o.data_ptr() != out.data_ptr():\n            out.copy_(o)\n    return r\n\n... [15871 characters truncated] ...\n\ntance(node, ast.ImportFrom):\n            mod = node.module or ''\n            if node.level or mod not in imports:\n                return False, f'import from {mod or \".\"} is not allowed'\n            for a in node.names:\n                if a.name == '*':\n                    return False, 'star imports are not allowed'\n                full = f'{mod}.{a.name}'\n                if mod == 'torch' and full not in torch_ok:\n                    return False, f'from torch import {a.name} is not allowed'\n                if mod == 'triton' and full not in TRITON_CHAINS and a.name != 'language':\n                    return False, f'from triton import {a.name} is not allowed'\n                if cute and mod in CUTE_IMPORTS and _cute_bad(full):\n                    return False, _cute_bad(full)\n                alias[a.asname or a.name] = full\n    has_kernel_fn = False\n    has_jit = False\n    has_cute_kernel = False\n    for node in ast.walk(tree):\n        if isinstance(node, FORBIDDEN_NODES) and not (cute and _cute_exempt(node, alias)):\n            return False, f'{type(node).__name__} is not allowed in candidates'\n        if isinstance(node, ast.FunctionDef):\n            if node.name.startswith('__'):\n                return False, f'dunder function {node.name} is not allowed'\n            if node.name == 'kernel_fn' and node in tree.body:\n                has_kernel_fn = True\n            for d in node.decorator_list:\n                c = _chain(d.func if isinstance(d, ast.Call) else d)\n                if c:\n                    canon = alias.get(c[0], c[0]).split('.') + c[1:]\n                    if canon[:2] == ['triton', 'jit']:\n                        has_jit = True\n                    if canon[:3] == ['cutlass', 'cute', 'kernel']:\n                        has_cute_kernel = True\n        if isinstance(node, ast.Name) and node.id in FORBIDDEN_NAMES:\n            return False, f'use of {node.id} is not allowed'\n        if isinstance(node, ast.Attribute) and node.attr.startswith('__'):\n            return False, f'dunder attribute {node.attr} is not allowed'\n        if cute and isinstance(node, ast.Attribute) and node.attr.startswith('_') and node.attr != '_mlir':\n            return False, f'private attribute {node.attr} is not allowed'\n        if cute and isinstance(node, ast.Attribute) and node.attr in CUTE_BLOCKED and _launders(node, alias, parents):\n            return False, (f'attribute {node.attr} is not allowed here: in CuTe modules the names in CUTE_BLOCKED may '\n                           'only appear in a chain that starts at an import')\n        if cute and isinstance(node, ast.keyword) and node.arg is None:\n            return False, 'keyword unpacking (**) is not allowed in CuTe modules: pass compile options by name'\n        if cute and isinstance(node, ast.keyword) and node.arg == 'options' and not (\n                isinstance(node.value, ast.Constant) and isinstance(node.value.value, str)\n                and 'link' not in node.value.value.lower()):\n            return False, 'compile options must be a string literal and must not link libraries'\n        if isinstance(node, (ast.Assign, ast.AugAssign, ast.AnnAssign, ast.Delete)):\n            targets = node.targets if isinstance(node, (ast.Assign, ast.Delete)) else [node.target]\n            for t in targets:\n                for sub in ast.walk(t):\n                    if isinstance(sub, ast.Attribute):\n                        return False, 'assigning to attributes is not allowed'\n    for node in ast.walk(tree):\n        if not isinstance(node, (ast.Attribute, ast.Name)):\n            continue\n        p = parents.get(id(node))\n        if isinstance(p, ast.Attribute) and p.value is node:\n            continue  # only check the longest chain\n        c = _chain(node)\n        if not c or c[0] not in alias:\n            continue\n        canon = alias[c[0]].split('.') + c[1:]\n        full = '.'.join(canon)\n        if canon[0] == 'torch':\n            if full not in torch_ok:\n                return False, f'{full} is not allowed: allocate with torch, compute in Triton'\n        elif canon[0] == 'triton':\n            if canon[:2] == ['triton', 'language']:\n                continue\n            if len(canon) > 1 and full not in TRITON_CHAINS:\n                return False, f'{full} is not allowed'\n        elif cute and canon[0] in ('cutlass', 'cuda'):\n            if _cute_bad(full):\n                return False, _cute_bad(full)\n            if full in CUTE_IMPORTS:       # a module object passed around would escape these checks\n                return False, f'the module {full} may only be used through its attributes'\n    if not has_kernel_fn:\n        return False, 'the module must define a top-level function named kernel_fn'\n    if not (has_jit or cute and has_cute_kernel):\n        return False, 'the module must contain at least one ' + ('@triton.jit or @cute.kernel kernel' if cute else\n                                                                 '@triton.jit kernel')\n    return True, 'ok'","is_error":true,"tool_use_id":"toolu_0177zAiXSLf8zoRGKKVn7j8v"}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"6ed760cb-b1b4-453d-ae22-09e674eb2029","timestamp":"2026-10-17T23:24:25.162Z","tool_use_result":"Error: Exit code 1\ntotal 37\ndrwxr-xr-x 1 agent agent   130 Oct 17 23:20 .\ndrwxr-xr-x 1 root  root    220 Oct 17 23:24 ..\n-rw-r--r-- 1 agent agent  3034 Oct 17 23:20 check.py\n-rw-r--r-- 1 agent agent  4816 Oct 17 23:20 nodus_autosave.py\n-rw-r--r-- 1 agent agent  2265 Oct 17 23:20 starting_kernel.py\n-rw-r--r-- 1 agent agent 13355 Oct 17 23:20 static_check.py\n-rw-r--r-- 1 agent agent  6758 Oct 17 23:20 task.py\n-rw-r--r-- 1 agent agent  5117 Oct 17 23:20 task_api.py\n\"\"\"Public task definition for xpr_hd256_chunked_prefill: reference, check, timed shapes, standard normal inputs. The verifier also uses edge shapes and hidden input distributions that are not in this file.\"\"\"\n\"\"\"Causal GQA attention with head dim 256 for chunked prefill over long contexts on Blackwell (expert PR task).\n\nSource: Dao-AILab/flash-attention PR #2916 \"[CuTe, SM100] SplitKV for the hd256 2CTA forward kernel\" (merged\n2026-09-25): the FlashAttention-4 head-dim-256 forward kernel (2-CTA tcgen05 clusters) gained split-KV with a\ncombine pass and an automatic split count; before it, that kernel rejected split-KV and ran one KV pass per query\ntile. The PR measured 1.9x-3.9x on GB300. The bar is the post-PR kernel (vendored in\nkernel_lab/expert_pr/fa4_v2916, num_splits=0 = automatic) at 0.9 of its speed, measured in the same run. On B300 it\nis 1.7x-3.3x faster than the pre-PR kernel on these shapes (expert_pr/prs.json).\n\nShapes are chunked-prefill steps (a chunk of new query tokens appended to a long cached context) of a GQA model\nwith 16 query heads, 8 KV heads and head dim 256 (Gemma-3 / Qwen3-Next style hd256 attention). Chunks of 256-512 tokens\nmake every timed shape compute bound (about 500 FLOPs per KV byte). Shorter chunks and pure decode are checked\nfor correctness only: there the expert kernel streams KV at well under half of HBM bandwidth, so a plain split-KV\nkernel would beat it.\n\"\"\"\nfrom task_api import Case, Task\nHQ, HKV, D = (16, 8, 256)\n\ndef make_case(shape, seed, device, dist='normal'):\n    import torch\n    from task_api import gen, randn\n    g = gen(device, seed)\n    B, Sq, Sk = (shape['B'], shape['Sq'], shape['Sk'])\n    q = randn((B, Sq, HQ, D), g, device, dist).to(torch.bfloat16)\n    k = randn((B, Sk, HKV, D), g, device, dist).to(torch.bfloat16)\n    v = randn((B, Sk, HKV, D), g, device, dist).to(torch.bfloat16)\n    out = torch.empty((B, Sq, HQ, D), device=device, dtype=torch.bfloat16)\n    return Case(args=[q, k, v, out], outputs=(3,), shape=shape, dist=dist)\n\ndef reference(args):\n    \"\"\"fp32 attention per (batch, KV head): query i of the chunk sees keys 0 .. Sk - Sq + i (the chunk is the end of\n    the sequence), softmax scale 1/16.\"\"\"\n    import torch\n    q, k, v, out = args\n    B, Sq, _, _ = q.shape\n    Sk = k.shape[1]\n    G = HQ // HKV\n    o = torch.empty(q.shape, device=q.device, dtype=torch.float32)\n    mag = torch.empty_like(o)\n    mask = torch.ones((Sq, Sk), device=q.device, dtype=torch.bool).tril(Sk - Sq)\n    for b in range(B):\n        for h in range(HKV):\n            qs = q[b, :, h * G:(h + 1) * G].float().permute(1, 0, 2)\n            s = qs @ k[b, :, h].float().t() * D ** (-0.5)\n            s = s.masked_fill(~mask, float('-inf'))\n            p = s.softmax(-1)\n            o[b, :, h * G:(h + 1) * G] = (p @ v[b, :, h].float()).permute(1, 0, 2)\n            mag[b, :, h * G:(h + 1) * G] = (p @ v[b, :, h].float().abs()).permute(1, 0, 2)\n    return {3: o, 'mag': mag}\n\ndef check(got, exp):\n    \"\"\"Per query token and head, the allowed error is 1% of the value plus 2% of that row's output RMS\n    plus 0.5% of sum_j p_j |v_j| (plus 1e-5). The last term covers bf16 rounding of the softmax weights (at most\n    2^-9 of each weight), which matters when an outlier value row gets a mid-size weight. A causal mask that is off\n    by one or aligned to the start instead of the end, a dropped KV block or split, or a wrong GQA head mapping\n    fails.\"\"\"\n    import torch\n    g, e = (got[3].float(), exp[3].float())\n    if tuple(g.shape) != tuple(e.shape):\n        return (False, {'error': f'shape {tuple(g.shape)} != {tuple(e.shape)}'})\n    rms = e.pow(2).mean(-1, keepdim=True).sqrt()\n    tol = 0.01 * e.abs() + 0.02 * rms + 0.005 * exp['mag'] + 1e-05\n    finite = torch.isfinite(g)\n    diff = torch.where(finite, (g - e).abs(), torch.full_like(g, float('inf')))\n    bad = int((diff > tol).sum().item())\n    fin = diff[finite]\n    return (bad == 0, {'bad': bad, 'bad_frac': bad / max(1, g.numel()), 'nonfinite': int((~finite).sum().item()), 'max_abs': float(fin.max().item()) if fin.numel() else 0.0})\n\ndef vllm():\n    \"\"\"The bar: FlashAttention-4's forward at the merge commit of PR #2916, causal, automatic split count, writing\n    into the output buffer.\"\"\"\n    import torch\n    from kernel_lab.expert_pr.fa4_v2916.interface import _flash_attn_fwd\n\n    def run(q, k, v, out):\n        with torch.no_grad():\n            o = _flash_attn_fwd(q, k, v, causal=True, num_splits=0, out=out)[0]\n        if o.data_ptr() != out.data_ptr():\n            out.copy_(o)\n    return r\n\n... [15871 characters truncated] ...\n\ntance(node, ast.ImportFrom):\n            mod = node.module or ''\n            if node.level or mod not in imports:\n                return False, f'import from {mod or \".\"} is not allowed'\n            for a in node.names:\n                if a.name == '*':\n                    return False, 'star imports are not allowed'\n                full = f'{mod}.{a.name}'\n                if mod == 'torch' and full not in torch_ok:\n                    return False, f'from torch import {a.name} is not allowed'\n                if mod == 'triton' and full not in TRITON_CHAINS and a.name != 'language':\n                    return False, f'from triton import {a.name} is not allowed'\n                if cute and mod in CUTE_IMPORTS and _cute_bad(full):\n                    return False, _cute_bad(full)\n                alias[a.asname or a.name] = full\n    has_kernel_fn = False\n    has_jit = False\n    has_cute_kernel = False\n    for node in ast.walk(tree):\n        if isinstance(node, FORBIDDEN_NODES) and not (cute and _cute_exempt(node, alias)):\n            return False, f'{type(node).__name__} is not allowed in candidates'\n        if isinstance(node, ast.FunctionDef):\n            if node.name.startswith('__'):\n                return False, f'dunder function {node.name} is not allowed'\n            if node.name == 'kernel_fn' and node in tree.body:\n                has_kernel_fn = True\n            for d in node.decorator_list:\n                c = _chain(d.func if isinstance(d, ast.Call) else d)\n                if c:\n                    canon = alias.get(c[0], c[0]).split('.') + c[1:]\n                    if canon[:2] == ['triton', 'jit']:\n                        has_jit = True\n                    if canon[:3] == ['cutlass', 'cute', 'kernel']:\n                        has_cute_kernel = True\n        if isinstance(node, ast.Name) and node.id in FORBIDDEN_NAMES:\n            return False, f'use of {node.id} is not allowed'\n        if isinstance(node, ast.Attribute) and node.attr.startswith('__'):\n            return False, f'dunder attribute {node.attr} is not allowed'\n        if cute and isinstance(node, ast.Attribute) and node.attr.startswith('_') and node.attr != '_mlir':\n            return False, f'private attribute {node.attr} is not allowed'\n        if cute and isinstance(node, ast.Attribute) and node.attr in CUTE_BLOCKED and _launders(node, alias, parents):\n            return False, (f'attribute {node.attr} is not allowed here: in CuTe modules the names in CUTE_BLOCKED may '\n                           'only appear in a chain that starts at an import')\n        if cute and isinstance(node, ast.keyword) and node.arg is None:\n            return False, 'keyword unpacking (**) is not allowed in CuTe modules: pass compile options by name'\n        if cute and isinstance(node, ast.keyword) and node.arg == 'options' and not (\n                isinstance(node.value, ast.Constant) and isinstance(node.value.value, str)\n                and 'link' not in node.value.value.lower()):\n            return False, 'compile options must be a string literal and must not link libraries'\n        if isinstance(node, (ast.Assign, ast.AugAssign, ast.AnnAssign, ast.Delete)):\n            targets = node.targets if isinstance(node, (ast.Assign, ast.Delete)) else [node.target]\n            for t in targets:\n                for sub in ast.walk(t):\n                    if isinstance(sub, ast.Attribute):\n                        return False, 'assigning to attributes is not allowed'\n    for node in ast.walk(tree):\n        if not isinstance(node, (ast.Attribute, ast.Name)):\n            continue\n        p = parents.get(id(node))\n        if isinstance(p, ast.Attribute) and p.value is node:\n            continue  # only check the longest chain\n        c = _chain(node)\n        if not c or c[0] not in alias:\n            continue\n        canon = alias[c[0]].split('.') + c[1:]\n        full = '.'.join(canon)\n        if canon[0] == 'torch':\n            if full not in torch_ok:\n                return False, f'{full} is not allowed: allocate with torch, compute in Triton'\n        elif canon[0] == 'triton':\n            if canon[:2] == ['triton', 'language']:\n                continue\n            if len(canon) > 1 and full not in TRITON_CHAINS:\n                return False, f'{full} is not allowed'\n        elif cute and canon[0] in ('cutlass', 'cuda'):\n            if _cute_bad(full):\n                return False, _cute_bad(full)\n            if full in CUTE_IMPORTS:       # a module object passed around would escape these checks\n                return False, f'the module {full} may only be used through its attributes'\n    if not has_kernel_fn:\n        return False, 'the module must define a top-level function named kernel_fn'\n    if not (has_jit or cute and has_cute_kernel):\n        return False, 'the module must contain at least one ' + ('@triton.jit or @cute.kernel kernel' if cute else\n                                                                 '@triton.jit kernel')\n    return True, 'ok'","tool_result_meta":[{"id":"toolu_0177zAiXSLf8zoRGKKVn7j8v","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8fvLMbuFGi2SbZAqhR5","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019aoXvF5X1oPvXzw5ir7em2","name":"Bash","input":{"command":"sed -n 60,200p task.py","description":"Read rest of task.py"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":4435,"cache_read_input_tokens":18006,"cache_creation":{"ephemeral_5m_input_tokens":4435,"ephemeral_1h_input_tokens":0},"output_tokens":16,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"1777a4da-48d1-4793-a546-d639c4f03f7d","timestamp":"2026-10-17T23:24:27.104Z","request_id":"req_011Cg8fvL1mrqSpQ89G8yAv4"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019aoXvF5X1oPvXzw5ir7em2","type":"tool_result","content":"    if tuple(g.shape) != tuple(e.shape):\n        return (False, {'error': f'shape {tuple(g.shape)} != {tuple(e.shape)}'})\n    rms = e.pow(2).mean(-1, keepdim=True).sqrt()\n    tol = 0.01 * e.abs() + 0.02 * rms + 0.005 * exp['mag'] + 1e-05\n    finite = torch.isfinite(g)\n    diff = torch.where(finite, (g - e).abs(), torch.full_like(g, float('inf')))\n    bad = int((diff > tol).sum().item())\n    fin = diff[finite]\n    return (bad == 0, {'bad': bad, 'bad_frac': bad / max(1, g.numel()), 'nonfinite': int((~finite).sum().item()), 'max_abs': float(fin.max().item()) if fin.numel() else 0.0})\n\ndef vllm():\n    \"\"\"The bar: FlashAttention-4's forward at the merge commit of PR #2916, causal, automatic split count, writing\n    into the output buffer.\"\"\"\n    import torch\n    from kernel_lab.expert_pr.fa4_v2916.interface import _flash_attn_fwd\n\n    def run(q, k, v, out):\n        with torch.no_grad():\n            o = _flash_attn_fwd(q, k, v, causal=True, num_splits=0, out=out)[0]\n        if o.data_ptr() != out.data_ptr():\n            out.copy_(o)\n    return run\nTASK = Task(name='xpr_hd256_chunked_prefill', title='Causal GQA attention, head dim 256, for chunked prefill over 32K-128K contexts (bar: FlashAttention-4 after PR #2916, September 2026)', models='Every attention layer of head-dim-256 GQA models (16 query heads, 8 KV heads per GPU) during chunked prefill and speculative or multi-token verification over long cached contexts on Blackwell.', semantics='q is [B, Sq, 16, 256] bf16, k and v are [B, Sk, 8, 256] bf16, all contiguous, Sq <= Sk. Query head h uses KV head h // 2. The Sq queries are the last Sq positions of the sequence: query i attends to keys 0 .. Sk - Sq + i (inclusive). out[b, i, h] = sum_j softmax_j(q[b, i, h] . k[b, j, h // 2] / 16) * v[b, j, h // 2], computed in fp32 (or better) and rounded to bf16, written into out [B, Sq, 16, 256] (contiguous). No dropout, no softcap, no window.', signature='def kernel_fn(q, k, v, out) -> None  # writes out [B, Sq, 16, 256] bf16', shapes=[{'model': 'chunk of 256 tokens over a 128K context', 'B': 1, 'Sq': 256, 'Sk': 131072}, {'model': 'chunk of 512 tokens over a 64K context', 'B': 1, 'Sq': 512, 'Sk': 65536}, {'model': 'chunk of 512 tokens over a 128K context', 'B': 1, 'Sq': 512, 'Sk': 131072}, {'model': 'two requests, chunk of 256 tokens over 64K contexts', 'B': 2, 'Sq': 256, 'Sk': 65536}], edge_shapes=[], dists=[], make_case=make_case, reference=reference, check=check, vllm=vllm, bytes_moved=lambda s: 2 * s['B'] * (2 * s['Sk'] * HKV * D + 2 * s['Sq'] * HQ * D), notes='Long KV, few query tiles: with B * Sq * 16 / 128 query tiles there are far fewer tiles than SMs, so split the KV range across programs (fp32 partial outputs plus log-sum-exp, then a combine kernel) to fill the GPU. Head dim 256 doubles the per-tile register and shared memory pressure compared with 128: keep Q in shared memory, use tensor-core dots for both QK and PV, and skip fully masked KV blocks (only the last Sq keys are partly masked). Compute bound at these chunk sizes. Expert times on B300 (us, cold L2): Sq256/Sk128K 379, Sq512/Sk64K 356, Sq512/Sk128K 692, B2/Sq256/Sk64K 381 (before the PR: 1264, 619, 1219, 649). The bar is 0.9x the expert speed (geometric mean over the shapes).', weight=0.6, gpus=('B300',))","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"6034b978-bca0-44b3-8f4f-979e60e3026c","timestamp":"2026-10-17T23:24:27.131Z","tool_use_result":{"stdout":"    if tuple(g.shape) != tuple(e.shape):\n        return (False, {'error': f'shape {tuple(g.shape)} != {tuple(e.shape)}'})\n    rms = e.pow(2).mean(-1, keepdim=True).sqrt()\n    tol = 0.01 * e.abs() + 0.02 * rms + 0.005 * exp['mag'] + 1e-05\n    finite = torch.isfinite(g)\n    diff = torch.where(finite, (g - e).abs(), torch.full_like(g, float('inf')))\n    bad = int((diff > tol).sum().item())\n    fin = diff[finite]\n    return (bad == 0, {'bad': bad, 'bad_frac': bad / max(1, g.numel()), 'nonfinite': int((~finite).sum().item()), 'max_abs': float(fin.max().item()) if fin.numel() else 0.0})\n\ndef vllm():\n    \"\"\"The bar: FlashAttention-4's forward at the merge commit of PR #2916, causal, automatic split count, writing\n    into the output buffer.\"\"\"\n    import torch\n    from kernel_lab.expert_pr.fa4_v2916.interface import _flash_attn_fwd\n\n    def run(q, k, v, out):\n        with torch.no_grad():\n            o = _flash_attn_fwd(q, k, v, causal=True, num_splits=0, out=out)[0]\n        if o.data_ptr() != out.data_ptr():\n            out.copy_(o)\n    return run\nTASK = Task(name='xpr_hd256_chunked_prefill', title='Causal GQA attention, head dim 256, for chunked prefill over 32K-128K contexts (bar: FlashAttention-4 after PR #2916, September 2026)', models='Every attention layer of head-dim-256 GQA models (16 query heads, 8 KV heads per GPU) during chunked prefill and speculative or multi-token verification over long cached contexts on Blackwell.', semantics='q is [B, Sq, 16, 256] bf16, k and v are [B, Sk, 8, 256] bf16, all contiguous, Sq <= Sk. Query head h uses KV head h // 2. The Sq queries are the last Sq positions of the sequence: query i attends to keys 0 .. Sk - Sq + i (inclusive). out[b, i, h] = sum_j softmax_j(q[b, i, h] . k[b, j, h // 2] / 16) * v[b, j, h // 2], computed in fp32 (or better) and rounded to bf16, written into out [B, Sq, 16, 256] (contiguous). No dropout, no softcap, no window.', signature='def kernel_fn(q, k, v, out) -> None  # writes out [B, Sq, 16, 256] bf16', shapes=[{'model': 'chunk of 256 tokens over a 128K context', 'B': 1, 'Sq': 256, 'Sk': 131072}, {'model': 'chunk of 512 tokens over a 64K context', 'B': 1, 'Sq': 512, 'Sk': 65536}, {'model': 'chunk of 512 tokens over a 128K context', 'B': 1, 'Sq': 512, 'Sk': 131072}, {'model': 'two requests, chunk of 256 tokens over 64K contexts', 'B': 2, 'Sq': 256, 'Sk': 65536}], edge_shapes=[], dists=[], make_case=make_case, reference=reference, check=check, vllm=vllm, bytes_moved=lambda s: 2 * s['B'] * (2 * s['Sk'] * HKV * D + 2 * s['Sq'] * HQ * D), notes='Long KV, few query tiles: with B * Sq * 16 / 128 query tiles there are far fewer tiles than SMs, so split the KV range across programs (fp32 partial outputs plus log-sum-exp, then a combine kernel) to fill the GPU. Head dim 256 doubles the per-tile register and shared memory pressure compared with 128: keep Q in shared memory, use tensor-core dots for both QK and PV, and skip fully masked KV blocks (only the last Sq keys are partly masked). Compute bound at these chunk sizes. Expert times on B300 (us, cold L2): Sq256/Sk128K 379, Sq512/Sk64K 356, Sq512/Sk128K 692, B2/Sq256/Sk64K 381 (before the PR: 1264, 619, 1219, 649). The bar is 0.9x the expert speed (geometric mean over the shapes).', weight=0.6, gpus=('B300',))","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_019aoXvF5X1oPvXzw5ir7em2","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8fvLMbuFGi2SbZAqhR5","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BPKVCEC3UNpGMKxzFBK61U","name":"Bash","input":{"command":"cat starting_kernel.py check.py","description":"Read starting kernel and check script"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":4435,"cache_read_input_tokens":18006,"cache_creation":{"ephemeral_5m_input_tokens":4435,"ephemeral_1h_input_tokens":0},"output_tokens":16,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"70abf2d7-c007-4a18-9275-592154f9f799","timestamp":"2026-10-17T23:24:27.753Z","request_id":"req_011Cg8fvL1mrqSpQ89G8yAv4"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BPKVCEC3UNpGMKxzFBK61U","type":"tool_result","content":"# Starting kernel: correct and deliberately simple. One program per (16-query tile, query head) walks the KV range\n# in 32-key steps with tl.dot and an online softmax in fp32. No split-KV (only a handful of programs run for long\n# contexts), tiny tiles, no pipelining: much slower than the expert kernel.\nimport triton\nimport triton.language as tl\n\n\n@triton.jit\ndef _attn(Q, K, V, O, Sq, Sk, sm_scale, HQ: tl.constexpr, HKV: tl.constexpr, D: tl.constexpr, BM: tl.constexpr,\n          BN: tl.constexpr):\n    pm = tl.program_id(0)\n    bh = tl.program_id(1)\n    b = bh // HQ\n    h = bh % HQ\n    hk = h // (HQ // HKV)\n    rm = pm * BM + tl.arange(0, BM)\n    rd = tl.arange(0, D)\n    rn = tl.arange(0, BN)\n    qmask = rm < Sq\n    q_ptr = Q + ((b * Sq + rm[:, None]).to(tl.int64) * HQ + h) * D + rd[None, :]\n    q = tl.load(q_ptr, mask=qmask[:, None], other=0.0)\n    m_i = tl.full((BM,), float('-inf'), tl.float32)\n    l_i = tl.zeros((BM,), tl.float32)\n    acc = tl.zeros((BM, D), tl.float32)\n    shift = Sk - Sq\n    hi = tl.minimum(Sk, shift + (pm + 1) * BM)\n    for n0 in range(0, hi, BN):\n        cols = n0 + rn\n        kv_off = ((b * Sk + cols[:, None]).to(tl.int64) * HKV + hk) * D + rd[None, :]\n        kmask = cols < Sk\n        k = tl.load(K + kv_off, mask=kmask[:, None], other=0.0)\n        s = tl.dot(q, tl.trans(k)) * sm_scale\n        ok = (cols[None, :] <= rm[:, None] + shift) & kmask[None, :]\n        s = tl.where(ok, s, float('-inf'))\n        m_new = tl.maximum(m_i, tl.max(s, 1))\n        m_safe = tl.where(m_new == float('-inf'), 0.0, m_new)\n        p = tl.exp(s - m_safe[:, None])\n        alpha = tl.exp(m_i - m_safe)\n        l_i = l_i * alpha + tl.sum(p, 1)\n        v = tl.load(V + kv_off, mask=kmask[:, None], other=0.0)\n        acc = acc * alpha[:, None] + tl.dot(p.to(tl.bfloat16), v)\n        m_i = m_new\n    acc = acc / tl.where(l_i == 0.0, 1.0, l_i)[:, None]\n    o_ptr = O + ((b * Sq + rm[:, None]).to(tl.int64) * HQ + h) * D + rd[None, :]\n    tl.store(o_ptr, acc.to(tl.bfloat16), mask=qmask[:, None])\n\n\ndef kernel_fn(q, k, v, out):\n    B, Sq, HQ, D = q.shape\n    Sk, HKV = k.shape[1], k.shape[2]\n    grid = (triton.cdiv(Sq, 16), B * HQ)\n    _attn[grid](q, k, v, out, Sq, Sk, D ** -0.5, HQ=HQ, HKV=HKV, D=D, BM=16, BN=32, num_warps=4, num_stages=1)\n\"\"\"Check a kernel on the public shapes before you submit it:  python check.py [solution.py]\n\nCorrectness against the reference on the public shapes (standard normal inputs), then median CUDA-event times of\nyour kernel, the starting kernel and vLLM's kernel. The verifier checks much more: edge shapes, hidden input\ndistributions and cheats (torch math, cached results, timers, streams). It times you against vLLM in a paired,\nL2-flushed run in a separate container.\n\"\"\"\nimport importlib.util\nimport sys\n\nimport torch\n\nimport static_check\nimport task as T\n\n\ndef load(path, name):\n    spec = importlib.util.spec_from_file_location(name, path)\n    mod = importlib.util.module_from_spec(spec)\n    spec.loader.exec_module(mod)\n    return mod\n\n\ndef median_us(fn, args, n=50):\n    for _ in range(3):\n        fn(*args)\n    torch.cuda.synchronize()\n    ts = []\n    for _ in range(n):\n        s, e = torch.cuda.Event(enable_timing=True), torch.cuda.Event(enable_timing=True)\n        s.record()\n        fn(*args)\n        e.record()\n        torch.cuda.synchronize()\n        ts.append(s.elapsed_time(e) * 1000.0)\n    return sorted(ts)[n // 2]\n\n\ndef main():\n    t = T.TASK\n    path = sys.argv[1] if len(sys.argv) > 1 else '/workspace/solution.py'\n    with open(path) as f:\n        ok, why = static_check.check(f.read(), getattr(t, 'langs', ('triton',)))\n    if not ok:                                  # the verifier rejects the file before running it\n        print(f'REJECTED by the static check: {why}')\n        return\n    sol = load(path, 'solution')\n    base = load('/workspace/starting_kernel.py', 'starting_kernel')\n    try:\n        vllm = t.vllm()\n    except Exception as e:  # noqa: BLE001\n        vllm, why = None, e\n    for shape in t.shapes:\n        case = t.make_case(shape, 1, 'cuda')\n        exp = t.reference([a.clone() if torch.is_tensor(a) else a for a in case.args])\n        sol.kernel_fn(*case.args)\n        torch.cuda.synchronize()\n        ok, stats = t.check({i: case.args[i] for i in case.checked}, exp)\n        line = f\"{T.shape_key(shape) if hasattr(T, 'shape_key') else shape}: \" + ('correct' if ok else f'WRONG {stats}')\n        if ok:\n            line += f', {median_us(sol.kernel_fn, case.args):.2f} us'\n            line += f', starting kernel {median_us(base.kernel_fn, t.make_case(shape, 1, \"cuda\").args):.2f} us'\n            if vllm:\n                label = getattr(T, 'BASELINE_SHORT', 'vLLM')\n                line += f', {label} {median_us(vllm, t.make_case(shape, 1, \"cuda\").args):.2f} us'\n        print(line[:400])\n\n\nif __name__ == '__main__':\n    import contextlib\n    import io\n\n    import nodus_autosave           # best-version autosave (hardened export): /workspace/.best\n\n    class _Tee(io.StringIO):\n        def write(self, s):\n            sys.__stdout__.write(s)\n            return super().write(s)\n    _out = _Tee()\n    with contextlib.redirect_stdout(_out):\n        main()\n    sys.stdout.flush()\n    nodus_autosave.record(sys.argv[1] if len(sys.argv) > 1 else '/workspace/solution.py', _out.getvalue())","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"c0a15290-3d19-42c8-88cf-4872481720d5","timestamp":"2026-10-17T23:24:27.776Z","tool_use_result":{"stdout":"# Starting kernel: correct and deliberately simple. One program per (16-query tile, query head) walks the KV range\n# in 32-key steps with tl.dot and an online softmax in fp32. No split-KV (only a handful of programs run for long\n# contexts), tiny tiles, no pipelining: much slower than the expert kernel.\nimport triton\nimport triton.language as tl\n\n\n@triton.jit\ndef _attn(Q, K, V, O, Sq, Sk, sm_scale, HQ: tl.constexpr, HKV: tl.constexpr, D: tl.constexpr, BM: tl.constexpr,\n          BN: tl.constexpr):\n    pm = tl.program_id(0)\n    bh = tl.program_id(1)\n    b = bh // HQ\n    h = bh % HQ\n    hk = h // (HQ // HKV)\n    rm = pm * BM + tl.arange(0, BM)\n    rd = tl.arange(0, D)\n    rn = tl.arange(0, BN)\n    qmask = rm < Sq\n    q_ptr = Q + ((b * Sq + rm[:, None]).to(tl.int64) * HQ + h) * D + rd[None, :]\n    q = tl.load(q_ptr, mask=qmask[:, None], other=0.0)\n    m_i = tl.full((BM,), float('-inf'), tl.float32)\n    l_i = tl.zeros((BM,), tl.float32)\n    acc = tl.zeros((BM, D), tl.float32)\n    shift = Sk - Sq\n    hi = tl.minimum(Sk, shift + (pm + 1) * BM)\n    for n0 in range(0, hi, BN):\n        cols = n0 + rn\n        kv_off = ((b * Sk + cols[:, None]).to(tl.int64) * HKV + hk) * D + rd[None, :]\n        kmask = cols < Sk\n        k = tl.load(K + kv_off, mask=kmask[:, None], other=0.0)\n        s = tl.dot(q, tl.trans(k)) * sm_scale\n        ok = (cols[None, :] <= rm[:, None] + shift) & kmask[None, :]\n        s = tl.where(ok, s, float('-inf'))\n        m_new = tl.maximum(m_i, tl.max(s, 1))\n        m_safe = tl.where(m_new == float('-inf'), 0.0, m_new)\n        p = tl.exp(s - m_safe[:, None])\n        alpha = tl.exp(m_i - m_safe)\n        l_i = l_i * alpha + tl.sum(p, 1)\n        v = tl.load(V + kv_off, mask=kmask[:, None], other=0.0)\n        acc = acc * alpha[:, None] + tl.dot(p.to(tl.bfloat16), v)\n        m_i = m_new\n    acc = acc / tl.where(l_i == 0.0, 1.0, l_i)[:, None]\n    o_ptr = O + ((b * Sq + rm[:, None]).to(tl.int64) * HQ + h) * D + rd[None, :]\n    tl.store(o_ptr, acc.to(tl.bfloat16), mask=qmask[:, None])\n\n\ndef kernel_fn(q, k, v, out):\n    B, Sq, HQ, D = q.shape\n    Sk, HKV = k.shape[1], k.shape[2]\n    grid = (triton.cdiv(Sq, 16), B * HQ)\n    _attn[grid](q, k, v, out, Sq, Sk, D ** -0.5, HQ=HQ, HKV=HKV, D=D, BM=16, BN=32, num_warps=4, num_stages=1)\n\"\"\"Check a kernel on the public shapes before you submit it:  python check.py [solution.py]\n\nCorrectness against the reference on the public shapes (standard normal inputs), then median CUDA-event times of\nyour kernel, the starting kernel and vLLM's kernel. The verifier checks much more: edge shapes, hidden input\ndistributions and cheats (torch math, cached results, timers, streams). It times you against vLLM in a paired,\nL2-flushed run in a separate container.\n\"\"\"\nimport importlib.util\nimport sys\n\nimport torch\n\nimport static_check\nimport task as T\n\n\ndef load(path, name):\n    spec = importlib.util.spec_from_file_location(name, path)\n    mod = importlib.util.module_from_spec(spec)\n    spec.loader.exec_module(mod)\n    return mod\n\n\ndef median_us(fn, args, n=50):\n    for _ in range(3):\n        fn(*args)\n    torch.cuda.synchronize()\n    ts = []\n    for _ in range(n):\n        s, e = torch.cuda.Event(enable_timing=True), torch.cuda.Event(enable_timing=True)\n        s.record()\n        fn(*args)\n        e.record()\n        torch.cuda.synchronize()\n        ts.append(s.elapsed_time(e) * 1000.0)\n    return sorted(ts)[n // 2]\n\n\ndef main():\n    t = T.TASK\n    path = sys.argv[1] if len(sys.argv) > 1 else '/workspace/solution.py'\n    with open(path) as f:\n        ok, why = static_check.check(f.read(), getattr(t, 'langs', ('triton',)))\n    if not ok:                                  # the verifier rejects the file before running it\n        print(f'REJECTED by the static check: {why}')\n        return\n    sol = load(path, 'solution')\n    base = load('/workspace/starting_kernel.py', 'starting_kernel')\n    try:\n        vllm = t.vllm()\n    except Exception as e:  # noqa: BLE001\n        vllm, why = None, e\n    for shape in t.shapes:\n        case = t.make_case(shape, 1, 'cuda')\n        exp = t.reference([a.clone() if torch.is_tensor(a) else a for a in case.args])\n        sol.kernel_fn(*case.args)\n        torch.cuda.synchronize()\n        ok, stats = t.check({i: case.args[i] for i in case.checked}, exp)\n        line = f\"{T.shape_key(shape) if hasattr(T, 'shape_key') else shape}: \" + ('correct' if ok else f'WRONG {stats}')\n        if ok:\n            line += f', {median_us(sol.kernel_fn, case.args):.2f} us'\n            line += f', starting kernel {median_us(base.kernel_fn, t.make_case(shape, 1, \"cuda\").args):.2f} us'\n            if vllm:\n                label = getattr(T, 'BASELINE_SHORT', 'vLLM')\n                line += f', {label} {median_us(vllm, t.make_case(shape, 1, \"cuda\").args):.2f} us'\n        print(line[:400])\n\n\nif __name__ == '__main__':\n    import contextlib\n    import io\n\n    import nodus_autosave           # best-version autosave (hardened export): /workspace/.best\n\n    class _Tee(io.StringIO):\n        def write(self, s):\n            sys.__stdout__.write(s)\n            return super().write(s)\n    _out = _Tee()\n    with contextlib.redirect_stdout(_out):\n        main()\n    sys.stdout.flush()\n    nodus_autosave.record(sys.argv[1] if len(sys.argv) > 1 else '/workspace/solution.py', _out.getvalue())","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01BPKVCEC3UNpGMKxzFBK61U","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8fvLMbuFGi2SbZAqhR5","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01CEbdaoBnmjHgWBs7HzDE82","name":"Bash","input":{"command":"cat task_api.py && head -c 3000 nodus_autosave.py; nvidia-smi; python -c \"import triton, torch; print(triton.__version__, torch.__version__)\"","description":"Read task_api, autosave, GPU info"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":4435,"cache_read_input_tokens":18006,"cache_creation":{"ephemeral_5m_input_tokens":4435,"ephemeral_1h_input_tokens":0},"output_tokens":16,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"62e28821-e097-4e3c-b5ef-d52a4b8f611b","timestamp":"2026-10-17T23:24:28.598Z","request_id":"req_011Cg8fvL1mrqSpQ89G8yAv4"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CEbdaoBnmjHgWBs7HzDE82","type":"tool_result","content":"\"\"\"Task API for the agent: Case, Task and input helpers (public copy, standard normal inputs only).\"\"\"\nfrom dataclasses import dataclass, field\n\n@dataclass\nclass Case:\n    args: list\n    outputs: tuple = ()\n    inplace: tuple = ()\n    shape: dict = field(default_factory=dict)\n    dist: str = 'normal'\n\n    @property\n    def checked(self):\n        return tuple(self.outputs) + tuple(self.inplace)\n\n@dataclass\nclass Task:\n    name: str\n    title: str\n    models: str\n    semantics: str\n    signature: str\n    shapes: list\n    edge_shapes: list\n    dists: list\n    make_case: object\n    reference: object\n    check: object\n    bytes_moved: object\n    vllm: object = None\n    notes: str = ''\n    weight: float = 1.0\n    gpus: tuple = ()\n    ceilings: dict = None\n    langs: tuple = ('triton',)\n\n    def meta(self):\n        return {'name': self.name, 'title': self.title, 'models': self.models, 'semantics': self.semantics, 'signature': self.signature, 'shapes': self.shapes, 'edge_shapes': self.edge_shapes, 'dists': self.dists, 'notes': self.notes, 'weight': self.weight}\n\ndef shape_key(shape):\n    return ','.join((f'{k}={v}' for k, v in shape.items() if k not in ('model', 'seq')))\nimport torch\n\ndef gen(device, seed):\n    g = torch.Generator(device=device)\n    g.manual_seed(int(seed) & 140737488355327)\n    return g\n\ndef randn(shape, g, device, dist='normal', scale=1.0):\n    \"\"\"Public inputs: standard normal values times scale. The verifier also checks hidden input distributions.\"\"\"\n    return torch.randn(shape, generator=g, device=device, dtype=torch.float32) * scale\n\ndef close(got, exp, atol, rtol, scale_atol=False):\n    \"\"\"Elementwise |got - exp| <= atol + rtol*|exp| with NaN/Inf handling. Returns (ok, stats).\n    scale_atol multiplies atol by the RMS of the expected values, so near-zero outputs of large inputs (cancellation)\n    are judged at the precision of their inputs.\"\"\"\n    if tuple(got.shape) != tuple(exp.shape):\n        return (False, {'error': f'shape {tuple(got.shape)} != {tuple(exp.shape)}'})\n    g, e = (got.float(), exp.float())\n    fin_e = torch.isfinite(e)\n    if scale_atol and e.numel():\n        atol = atol * max(1.0, float(torch.where(fin_e, e, torch.zeros_like(e)).pow(2).mean().sqrt().item()))\n    bad_nonfinite = int((~torch.isfinite(g) & fin_e).sum().item())\n    diff = (g - e).abs()\n    diff = torch.where(fin_e & torch.isfinite(g), diff, torch.zeros_like(diff))\n    tol = atol + rtol * e.abs()\n    bad = int(((diff > tol) & fin_e).sum().item()) + bad_nonfinite\n    n = max(1, e.numel())\n    stats = {'max_abs': float(diff.max().item()) if diff.numel() else 0.0, 'max_rel': float((diff / e.abs().clamp_min(1e-06)).max().item()) if diff.numel() else 0.0, 'bad': bad, 'bad_frac': bad / n, 'nonfinite': bad_nonfinite}\n    return (bad == 0, stats)\n\ndef mag_close(got, exp, mag, rtol, mag_tol):\n    \"\"\"|got - exp| <= rtol * |exp| + mag_tol * mag per element, where mag is the sum of the absolute values of the\n    terms that make up each output (the natural scale of summation error). Non-finite outputs fail.\"\"\"\n    g, e, m = (got.float(), exp.float(), mag.float())\n    if g.shape != e.shape:\n        return (False, {'error': f'shape {tuple(g.shape)} != {tuple(e.shape)}'})\n    tol = rtol * e.abs() + mag_tol * m + 1e-30\n    finite = torch.isfinite(g)\n    diff = torch.where(finite, (g - e).abs(), torch.full_like(g, float('inf')))\n    bad = int((diff > tol).sum().item())\n    fin = torch.where(finite, diff, torch.zeros_like(diff))\n    return (bad == 0, {'max_abs': float(fin.max().item()) if g.numel() else 0.0, 'max_over_tol': float((fin / tol).max().item()) if g.numel() else 0.0, 'bad': bad, 'bad_frac': bad / max(1, e.numel()), 'nonfinite': int((~finite).sum().item())})\n\ndef fp8_ulp(v):\n    \"\"\"Spacing of float8_e4m3fn values around |v| (3 mantissa bits, min normal 2^-6, subnormal step 2^-9).\"\"\"\n    a = v.abs().clamp_min(2.0 ** (-6))\n    return torch.exp2(torch.floor(torch.log2(a)) - 3.0)\n\ndef rope_cache(max_pos, dim, base, device):\n    inv = 1.0 / base ** (torch.arange(0, dim, 2, device=device, dtype=torch.float32) / dim)\n    t = torch.arange(max_pos, device=device, dtype=torch.float32)\n    f = torch.outer(t, inv)\n    return torch.cat([f.cos(), f.sin()], dim=-1).to(torch.bfloat16)\n\ndef positions(T, max_pos, g, device, sequential):\n    if sequential:\n        start = int(torch.randint(0, max(1, max_pos - T), (1,), generator=g, device=device).item())\n        return torch.arange(start, start + T, device=device, dtype=torch.int64)\n    return torch.randint(0, max_pos, (T,), generator=g, device=device, dtype=torch.int64)\n\ndef rope_neox(x, cos, sin):\n    \"\"\"x [T, H, D] any float dtype, cos/sin [T, D/2] float32. Returns float32.\"\"\"\n    half = x.shape[-1] // 2\n    x1, x2 = (x[..., :half].float(), x[..., half:].float())\n    c, s = (cos[:, None, :], sin[:, None, :])\n    return torch.cat([x1 * c - x2 * s, x2 * c + x1 * s], dim=-1)\n\ndef ensure_vllm():\n    \"\"\"Import vLLM's compiled ops so torch.ops._C and torch.ops._moe_C are registered.\"\"\"\n    import vllm._custom_ops\n    try:\n        import vllm._moe_C\n    except Exception:\n        pass\n    return torch.ops\n\"\"\"Best-version autosave, the agent's side (hardened feature \"autosave\"; shipped as /workspace/nodus_autosave.py).\n\nEvery run of /workspace/check.py ends here. When the solution it checked was correct on every public shape, the run\nis logged in /workspace/.best/history.jsonl (time, measured speedup over the starting kernel, file hash), and when it\nis also faster than the best saved so far, the file is copied to /workspace/.best/solution.py. After the session the\ncollect step hands .best/solution.py and the history to the sealed verifier next to /workspace/solution.py. If\nsolution.py is missing or not correct, the verifier grades the best saved version instead (kernel_lab/judge/autosave.py).\nThe speeds here are check.py's quick measurements, not the verifier's: they decide what to keep and draw the\nscore-over-time curve. The grade always comes from the sealed verifier.\n\"\"\"\nimport hashlib\nimport json\nimport math\nimport os\nimport re\nimport time\n\nBEST = os.environ.get('NODUS_BEST_DIR', '/workspace/.best')\n_LINE = re.compile(r': correct, ([0-9.]+) us, starting kernel ([0-9.]+) us')\n\n\ndef parse(out):\n    \"\"\"(correct, speedup over the starting kernel) from check.py's printed lines (single-GPU check).\"\"\"\n    if 'WRONG' in out or 'REJECTED' in out or 'Traceback' in out:\n        return False, 0.0\n    pairs = [(float(a), float(b)) for a, b in _LINE.findall(out)]\n    if not pairs or any(a <= 0 for a, _ in pairs):\n        return False, 0.0\n    return True, math.exp(sum(math.log(b / a) for a, b in pairs) / len(pairs))\n\n\ndef parse_report(rep):\n    \"\"\"(correct, speedup over the starting kernel) from the 8-GPU check's worker report.\"\"\"\n    sp = ((rep or {}).get('summary') or {}).get('geo_vs_champion') or 0.0\n    return (rep or {}).get('status') == 'ok' and sp > 0, float(sp)\n\n\ndef _best_speed():\n    try:\n        with open(os.path.join(BEST, 'best.json')) as f:\n            return float(json.load(f).get('speedup') or 0.0)\n    except (OSError, ValueError):\n        return 0.0\n\n\ndef save(path, correct, speedup, now=None):\n    \"\"\"Log a correct check and keep the file when it beats the best so far. Returns True when it was saved.\"\"\"\n    if not correct or not speedup or not os.path.isfile(path) or os.path.islink(path):\n        return False\n    os.makedirs(BEST, exist_ok=True)\n    with open(path, 'rb') as f:\n        data = f.read()\n    saved = speedup > _best_speed()\n    if saved:\n        tmp = os.path.join(BEST, '.solution.py.tmp')\n        with open(tmp, 'wb') as f:\n            f.write(data)\n        os.replace(tmp, os.path.join(BEST, 'solution.py'))\n        with open(os.path.join(BEST, 'best.json'), 'w') as f:\n            json.dump({'speedup': speedup, 'sha256': hashlib.sha256(data).hexdigest()}, f)\n    with open(os.path.join(BEST, 'history.jsonl'), 'a') as f:\n        f.write(json.dumps({'t': round(now or time.time(), 1), 'speedup': round(speedup, 4), 'saved': int(saved),\n                            'sha256': hashlib.sha256(data).hexdigest()[:16]}) + '\\n')\n    if saved:\n Sat Oct 17 23:24:28 2026       \n+-----------------------------------------------------------------------------------------+\n| NVIDIA-SMI 610.57.04              KMD Version: 610.57.04     CUDA UMD Version: 13.3     |\n+-----------------------------------------+------------------------+----------------------+\n| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |\n| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |\n|                                         |                        |               MIG M. |\n|=========================================+========================+======================|\n|   0  NVIDIA B300 SXM6 AC            On  |   00000000:F6:00.0 Off |                    0 |\n| N/A   34C    P0            185W / 1100W |       4MiB / 275040MiB |      0%      Default |\n|                                         |                        |             Disabled |\n+-----------------------------------------+------------------------+----------------------+\n\n+-----------------------------------------------------------------------------------------+\n| Processes:                                                                              |\n|  GPU   GI   CI              PID   Type   Process name                        GPU Memory |\n|        ID   ID                                                               Usage      |\n|=========================================================================================|\n|  No running processes found                                                             |\n+-----------------------------------------------------------------------------------------+\n3.7.1 2.13.0+cu130","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"0444f8a1-d161-4056-b052-0684901335b0","timestamp":"2026-10-17T23:24:31.254Z","tool_use_result":{"stdout":"\"\"\"Task API for the agent: Case, Task and input helpers (public copy, standard normal inputs only).\"\"\"\nfrom dataclasses import dataclass, field\n\n@dataclass\nclass Case:\n    args: list\n    outputs: tuple = ()\n    inplace: tuple = ()\n    shape: dict = field(default_factory=dict)\n    dist: str = 'normal'\n\n    @property\n    def checked(self):\n        return tuple(self.outputs) + tuple(self.inplace)\n\n@dataclass\nclass Task:\n    name: str\n    title: str\n    models: str\n    semantics: str\n    signature: str\n    shapes: list\n    edge_shapes: list\n    dists: list\n    make_case: object\n    reference: object\n    check: object\n    bytes_moved: object\n    vllm: object = None\n    notes: str = ''\n    weight: float = 1.0\n    gpus: tuple = ()\n    ceilings: dict = None\n    langs: tuple = ('triton',)\n\n    def meta(self):\n        return {'name': self.name, 'title': self.title, 'models': self.models, 'semantics': self.semantics, 'signature': self.signature, 'shapes': self.shapes, 'edge_shapes': self.edge_shapes, 'dists': self.dists, 'notes': self.notes, 'weight': self.weight}\n\ndef shape_key(shape):\n    return ','.join((f'{k}={v}' for k, v in shape.items() if k not in ('model', 'seq')))\nimport torch\n\ndef gen(device, seed):\n    g = torch.Generator(device=device)\n    g.manual_seed(int(seed) & 140737488355327)\n    return g\n\ndef randn(shape, g, device, dist='normal', scale=1.0):\n    \"\"\"Public inputs: standard normal values times scale. The verifier also checks hidden input distributions.\"\"\"\n    return torch.randn(shape, generator=g, device=device, dtype=torch.float32) * scale\n\ndef close(got, exp, atol, rtol, scale_atol=False):\n    \"\"\"Elementwise |got - exp| <= atol + rtol*|exp| with NaN/Inf handling. Returns (ok, stats).\n    scale_atol multiplies atol by the RMS of the expected values, so near-zero outputs of large inputs (cancellation)\n    are judged at the precision of their inputs.\"\"\"\n    if tuple(got.shape) != tuple(exp.shape):\n        return (False, {'error': f'shape {tuple(got.shape)} != {tuple(exp.shape)}'})\n    g, e = (got.float(), exp.float())\n    fin_e = torch.isfinite(e)\n    if scale_atol and e.numel():\n        atol = atol * max(1.0, float(torch.where(fin_e, e, torch.zeros_like(e)).pow(2).mean().sqrt().item()))\n    bad_nonfinite = int((~torch.isfinite(g) & fin_e).sum().item())\n    diff = (g - e).abs()\n    diff = torch.where(fin_e & torch.isfinite(g), diff, torch.zeros_like(diff))\n    tol = atol + rtol * e.abs()\n    bad = int(((diff > tol) & fin_e).sum().item()) + bad_nonfinite\n    n = max(1, e.numel())\n    stats = {'max_abs': float(diff.max().item()) if diff.numel() else 0.0, 'max_rel': float((diff / e.abs().clamp_min(1e-06)).max().item()) if diff.numel() else 0.0, 'bad': bad, 'bad_frac': bad / n, 'nonfinite': bad_nonfinite}\n    return (bad == 0, stats)\n\ndef mag_close(got, exp, mag, rtol, mag_tol):\n    \"\"\"|got - exp| <= rtol * |exp| + mag_tol * mag per element, where mag is the sum of the absolute values of the\n    terms that make up each output (the natural scale of summation error). Non-finite outputs fail.\"\"\"\n    g, e, m = (got.float(), exp.float(), mag.float())\n    if g.shape != e.shape:\n        return (False, {'error': f'shape {tuple(g.shape)} != {tuple(e.shape)}'})\n    tol = rtol * e.abs() + mag_tol * m + 1e-30\n    finite = torch.isfinite(g)\n    diff = torch.where(finite, (g - e).abs(), torch.full_like(g, float('inf')))\n    bad = int((diff > tol).sum().item())\n    fin = torch.where(finite, diff, torch.zeros_like(diff))\n    return (bad == 0, {'max_abs': float(fin.max().item()) if g.numel() else 0.0, 'max_over_tol': float((fin / tol).max().item()) if g.numel() else 0.0, 'bad': bad, 'bad_frac': bad / max(1, e.numel()), 'nonfinite': int((~finite).sum().item())})\n\ndef fp8_ulp(v):\n    \"\"\"Spacing of float8_e4m3fn values around |v| (3 mantissa bits, min normal 2^-6, subnormal step 2^-9).\"\"\"\n    a = v.abs().clamp_min(2.0 ** (-6))\n    return torch.exp2(torch.floor(torch.log2(a)) - 3.0)\n\ndef rope_cache(max_pos, dim, base, device):\n    inv = 1.0 / base ** (torch.arange(0, dim, 2, device=device, dtype=torch.float32) / dim)\n    t = torch.arange(max_pos, device=device, dtype=torch.float32)\n    f = torch.outer(t, inv)\n    return torch.cat([f.cos(), f.sin()], dim=-1).to(torch.bfloat16)\n\ndef positions(T, max_pos, g, device, sequential):\n    if sequential:\n        start = int(torch.randint(0, max(1, max_pos - T), (1,), generator=g, device=device).item())\n        return torch.arange(start, start + T, device=device, dtype=torch.int64)\n    return torch.randint(0, max_pos, (T,), generator=g, device=device, dtype=torch.int64)\n\ndef rope_neox(x, cos, sin):\n    \"\"\"x [T, H, D] any float dtype, cos/sin [T, D/2] float32. Returns float32.\"\"\"\n    half = x.shape[-1] // 2\n    x1, x2 = (x[..., :half].float(), x[..., half:].float())\n    c, s = (cos[:, None, :], sin[:, None, :])\n    return torch.cat([x1 * c - x2 * s, x2 * c + x1 * s], dim=-1)\n\ndef ensure_vllm():\n    \"\"\"Import vLLM's compiled ops so torch.ops._C and torch.ops._moe_C are registered.\"\"\"\n    import vllm._custom_ops\n    try:\n        import vllm._moe_C\n    except Exception:\n        pass\n    return torch.ops\n\"\"\"Best-version autosave, the agent's side (hardened feature \"autosave\"; shipped as /workspace/nodus_autosave.py).\n\nEvery run of /workspace/check.py ends here. When the solution it checked was correct on every public shape, the run\nis logged in /workspace/.best/history.jsonl (time, measured speedup over the starting kernel, file hash), and when it\nis also faster than the best saved so far, the file is copied to /workspace/.best/solution.py. After the session the\ncollect step hands .best/solution.py and the history to the sealed verifier next to /workspace/solution.py. If\nsolution.py is missing or not correct, the verifier grades the best saved version instead (kernel_lab/judge/autosave.py).\nThe speeds here are check.py's quick measurements, not the verifier's: they decide what to keep and draw the\nscore-over-time curve. The grade always comes from the sealed verifier.\n\"\"\"\nimport hashlib\nimport json\nimport math\nimport os\nimport re\nimport time\n\nBEST = os.environ.get('NODUS_BEST_DIR', '/workspace/.best')\n_LINE = re.compile(r': correct, ([0-9.]+) us, starting kernel ([0-9.]+) us')\n\n\ndef parse(out):\n    \"\"\"(correct, speedup over the starting kernel) from check.py's printed lines (single-GPU check).\"\"\"\n    if 'WRONG' in out or 'REJECTED' in out or 'Traceback' in out:\n        return False, 0.0\n    pairs = [(float(a), float(b)) for a, b in _LINE.findall(out)]\n    if not pairs or any(a <= 0 for a, _ in pairs):\n        return False, 0.0\n    return True, math.exp(sum(math.log(b / a) for a, b in pairs) / len(pairs))\n\n\ndef parse_report(rep):\n    \"\"\"(correct, speedup over the starting kernel) from the 8-GPU check's worker report.\"\"\"\n    sp = ((rep or {}).get('summary') or {}).get('geo_vs_champion') or 0.0\n    return (rep or {}).get('status') == 'ok' and sp > 0, float(sp)\n\n\ndef _best_speed():\n    try:\n        with open(os.path.join(BEST, 'best.json')) as f:\n            return float(json.load(f).get('speedup') or 0.0)\n    except (OSError, ValueError):\n        return 0.0\n\n\ndef save(path, correct, speedup, now=None):\n    \"\"\"Log a correct check and keep the file when it beats the best so far. Returns True when it was saved.\"\"\"\n    if not correct or not speedup or not os.path.isfile(path) or os.path.islink(path):\n        return False\n    os.makedirs(BEST, exist_ok=True)\n    with open(path, 'rb') as f:\n        data = f.read()\n    saved = speedup > _best_speed()\n    if saved:\n        tmp = os.path.join(BEST, '.solution.py.tmp')\n        with open(tmp, 'wb') as f:\n            f.write(data)\n        os.replace(tmp, os.path.join(BEST, 'solution.py'))\n        with open(os.path.join(BEST, 'best.json'), 'w') as f:\n            json.dump({'speedup': speedup, 'sha256': hashlib.sha256(data).hexdigest()}, f)\n    with open(os.path.join(BEST, 'history.jsonl'), 'a') as f:\n        f.write(json.dumps({'t': round(now or time.time(), 1), 'speedup': round(speedup, 4), 'saved': int(saved),\n                            'sha256': hashlib.sha256(data).hexdigest()[:16]}) + '\\n')\n    if saved:\n Sat Oct 17 23:24:28 2026       \n+-----------------------------------------------------------------------------------------+\n| NVIDIA-SMI 610.57.04              KMD Version: 610.57.04     CUDA UMD Version: 13.3     |\n+-----------------------------------------+------------------------+----------------------+\n| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |\n| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |\n|                                         |                        |               MIG M. |\n|=========================================+========================+======================|\n|   0  NVIDIA B300 SXM6 AC            On  |   00000000:F6:00.0 Off |                    0 |\n| N/A   34C    P0            185W / 1100W |       4MiB / 275040MiB |      0%      Default |\n|                                         |                        |             Disabled |\n+-----------------------------------------+------------------------+----------------------+\n\n+-----------------------------------------------------------------------------------------+\n| Processes:                                                                              |\n|  GPU   GI   CI              PID   Type   Process name                        GPU Memory |\n|        ID   ID                                                               Usage      |\n|=========================================================================================|\n|  No running processes found                                                             |\n+-----------------------------------------------------------------------------------------+\n3.7.1 2.13.0+cu130","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01CEbdaoBnmjHgWBs7HzDE82","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8fvnVUiyfaS8u5xURnA","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Let me check the static check details around allowed torch calls and triton chains.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":8499,"cache_read_input_tokens":22441,"cache_creation":{"ephemeral_5m_input_tokens":8499,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"365debea-4808-407c-abde-8902206bfb3e","timestamp":"2026-10-17T23:24:34.785Z","request_id":"req_011Cg8fvn8e9y1ebAWpUVhRE","thinking_duration_ms":879,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8fvnVUiyfaS8u5xURnA","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01CGySfQQrqXFLcbPzFAzd9d","name":"Bash","input":{"command":"sed -n 1,140p static_check.py","description":"Read static_check allowed lists"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":8499,"cache_read_input_tokens":22441,"cache_creation":{"ephemeral_5m_input_tokens":8499,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"fc81798b-5f11-47bb-b23f-b222343928ad","timestamp":"2026-10-17T23:24:34.787Z","request_id":"req_011Cg8fvn8e9y1ebAWpUVhRE"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CGySfQQrqXFLcbPzFAzd9d","type":"tool_result","content":"\"\"\"Static admission for candidate kernels. Runs on the controller before any GPU time is spent, and again in the\njudge. The contract is deliberately narrow: a candidate is a Triton module that defines kernel_fn. torch may be used\nto allocate and reshape tensors. All arithmetic must run inside Triton kernels (the judge also enforces this at\nruntime by recording every torch op the candidate executes).\n\nA task whose langs include 'cute' also admits CuTe DSL kernels (the judge image's `cutlass` 4.7.1 package): the\nmodules in CUTE_IMPORTS, and no cutlass name whose path has a private part or a part in CUTE_BLOCKED (loaders of\nprebuilt or exported binaries, external linking, the CUDA driver, compiler internals, prebuilt operator packages,\ntest and framework helpers, pointers made from integers). Internals are entered only through CUTE_ENTRY. Such a\nmodule may also use `with` on cutlass context managers (cute.arch.elect_one) and declare shared memory as @cute.struct\nclasses of annotated fields.\n\"\"\"\nimport ast\n\nMAX_BYTES = 48 * 1024\nCUTE_MAX_BYTES = 128 * 1024        # CuTe spells out the layouts, pipelines and warp roles that Triton infers\nALLOWED_IMPORTS = {'torch', 'triton', 'triton.language', 'triton.language.extra', 'triton.language.extra.libdevice',\n                   'math', 'typing'}\nTORCH_CHAINS = {\n    'torch', 'torch.empty', 'torch.empty_like', 'torch.empty_strided', 'torch.zeros', 'torch.zeros_like', 'torch.full',\n    'torch.float32', 'torch.float16', 'torch.bfloat16', 'torch.float8_e4m3fn', 'torch.float8_e5m2', 'torch.int8',\n    'torch.int16', 'torch.int32', 'torch.int64', 'torch.uint8', 'torch.bool', 'torch.Tensor', 'torch.dtype',\n    'torch.device', 'torch.Size', 'torch.finfo', 'torch.iinfo', 'torch.cuda.get_device_properties',\n    'torch.cuda.current_device', 'torch.cuda.is_available',\n}\nTRITON_CHAINS = {'triton.jit', 'triton.autotune', 'triton.Config', 'triton.cdiv', 'triton.next_power_of_2',\n                 'triton.heuristics', 'triton.set_allocator'}   # set_allocator enables TMA descriptors\nCUTE_IMPORTS = {\n    'cutlass', 'cutlass.cute', 'cutlass.cute.arch', 'cutlass.cute.math', 'cutlass.cute.runtime', 'cutlass.cute.nvgpu',\n    'cutlass.cute.nvgpu.cpasync', 'cutlass.cute.nvgpu.tcgen05', 'cutlass.cute.nvgpu.warp',\n    'cutlass.cute.nvgpu.warpgroup', 'cutlass.pipeline', 'cutlass.utils', 'cutlass.utils.blackwell_helpers',\n    'cutlass.utils.hopper_helpers', 'cutlass.cutlass_dsl', 'cutlass._mlir.dialects', 'cutlass._mlir.dialects.nvvm',\n    'cuda.bindings.driver',\n}\n# The only ways into internals: device-only inline PTX (nvvm), and the stream handle that wraps torch's current stream.\n# The llvm dialect is not admitted: @cute.jit host functions run as native host code, where llvm ops (inline\n# assembly, external calls, raw loads and stores) escape every check here.\nCUTE_ENTRY = ('cutlass.cutlass_dsl.T', 'cutlass.cutlass_dsl.dsl_user_op', 'cutlass._mlir.dialects.nvvm',\n              'cuda.bindings.driver.CUstream')\n# No part of a cutlass name may be one of these. cutlass modules re-export what they import, so the CUDA driver\n# (cutlass.cuda: load_cubin_module, launch_kernel, stream_create) is reachable as an attribute of kernel modules.\nCUTE_BLOCKED = {\n    'export', 'load_module', 'find_runtime_libraries', 'ffi', 'extern', 'base_extern', 'BitCode', 'LinkLibraries',\n    'compile_to', 'make_ptr', 'cuda', 'cuda_helpers', 'driver', 'runtime', 'base_dsl', 'cutlass_dsl', 'compiler',\n    'ir', 'spec', 'BaseDSL', 'CuTeDSL', 'CuteExperimentalDSL', 'FFI', 'ExecutionArgs', 'JitArgAdapterRegistry',\n    'register_jit_arg_adapter', 'operators', 'kernels', 'testing', 'experimental', 'jax', 'torch', 'tvm_ffi',\n    'ctypes', 'os', 'sys', 'subprocess', 'importlib', 'builtins', 'inspect', 'json', 'tempfile', 'pathlib', 'shutil',\n    'pickle', 'threading', 'weakref',\n}\nCUTE_TORCH_CHAINS = {'torch.cuda.current_stream'}      # its .cuda_stream goes into cuda.bindings.driver.CUstream\nFORBIDDEN_NAMES = {'eval', 'exec', 'compile', 'open', '__import__', 'globals', 'locals', 'vars', 'getattr', 'setattr',\n                   'delattr', 'breakpoint', 'input', 'id', 'memoryview', 'help', 'exit', 'quit', 'sys', 'os',\n                   'print', 'super', 'type', 'object'}\nFORBIDDEN_NODES = (ast.ClassDef, ast.Global, ast.Nonlocal, ast.AsyncFunctionDef, ast.Await, ast.Yield, ast.YieldFrom,\n                   ast.Try, ast.With, ast.AsyncWith)\n\n\ndef _chain(node):\n    parts = []\n    while isinstance(node, ast.Attribute):\n        parts.append(node.attr)\n        node = node.value\n    if isinstance(node, ast.Name):\n        parts.append(node.id)\n        return list(reversed(parts))\n    return None\n\n\ndef _canon(node, alias):\n    c = _chain(node)\n    return '.'.join(alias[c[0]].split('.') + c[1:]) if c and c[0] in alias else None\n\n\ndef _cute_bad(full):\n    \"\"\"Why a dotted cutlass or cuda name is not admitted, or None. cutlass.cute.runtime is the one runtime module.\"\"\"\n    head = next((h for h in CUTE_ENTRY if full == h or full.startswith(h + '.')), None)\n    if full == 'cuda.bindings.driver':          # the module itself; only CUstream may be taken from it\n        return None\n    if full.startswith('cuda') and not head:\n        return f'{full} is not allowed (from cuda.bindings.driver only CUstream)'\n    parts = full.split('.')\n    for i in range(len(head.split('.')) if head else 1, len(parts)):\n        if parts[:i + 1] != ['cutlass', 'cute', 'runtime'] and (parts[i].startswith('_') or parts[i] in CUTE_BLOCKED):\n            return f'{full} is not allowed: {parts[i]} is private or not kernel writing (CUTE_BLOCKED, static_check.py)'\n    return None\n\n\ndef _launders(node, alias, parents):\n    \"\"\"Whether a CUTE_BLOCKED attribute sits in a chain that does not start at an imported name (a module kept in a\n    variable, a list item, a call result): the chain checks cannot see where such a chain leads, so it is refused.\"\"\"\n    while isinstance(parents.get(id(node)), ast.Attribute) and parents[id(node)].value is node:\n        node = parents[id(node)]\n    return _canon(node, alias) is None\n\n\ndef _cute_exempt(node, alias):\n    \"\"\"A with statement on cutlass context managers, or a @cute.struct class of annotated fields only.\"\"\"\n    if isinstance(node, ast.With):\n        return all(isinstance(i.context_expr, ast.Call) and (_canon(i.context_expr.func, alias) or '').startswith(\n            'cutlass.') and (i.optional_vars is None or isinstance(i.optional_vars, ast.Name)) for i in node.items)\n    if isinstance(node, ast.ClassDef):\n        return (not node.bases and not node.keywords and len(node.decorator_list) == 1\n                and _canon(node.decorator_list[0], alias) == 'cutlass.cute.struct'\n                and all(isinstance(s, ast.AnnAssign) and isinstance(s.target, ast.Name) and s.value is None\n                        or isinstance(s, ast.Pass) or isinstance(s, ast.Expr) and isinstance(s.value, ast.Constant)\n                        for s in node.body))\n    return False\n\n\ndef check(code, langs=('triton',)):\n    \"\"\"Return (ok, reason). The reason names the first violation, in words the proposer can act on. langs is the\n    task's tuple of admitted kernel languages: ('triton',) or ('triton', 'cute').\"\"\"\n    cute = 'cute' in langs\n    limit = CUTE_MAX_BYTES if cute else MAX_BYTES\n    imports = ALLOWED_IMPORTS | CUTE_IMPORTS if cute else ALLOWED_IMPORTS\n    torch_ok = TORCH_CHAINS | CUTE_TORCH_CHAINS if cute else TORCH_CHAINS\n    if not isinstance(code, str) or not code.strip():\n        return False, 'empty candidate'\n    if len(code.encode()) > limit:\n        return False, f'candidate exceeds {limit} bytes'\n    try:\n        tree = ast.parse(code)\n    except SyntaxError as e:\n        return False, f'syntax error on line {e.lineno}: {e.msg}'\n    parents = {}\n    for p in ast.walk(tree):\n        for ch in ast.iter_child_nodes(p):\n            parents[id(ch)] = p\n    alias = {}\n    for node in ast.walk(tree):\n        if isinstance(node, ast.Import):\n            for a in node.names:\n                if a.name not in imports:\n                    return False, f'import of {a.name} is not allowed (allowed: torch, triton, triton.language, math' + (\n                        ' and the CuTe DSL modules in CUTE_IMPORTS)' if cute else ')')\n                alias[a.asname or a.name.split('.')[0]] = a.name if a.asname else a.name.split('.')[0]\n        elif isinstance(node, ast.ImportFrom):\n            mod = node.module or ''\n            if node.level or mod not in imports:\n                return False, f'import from {mod or \".\"} is not allowed'","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"9e81f265-f13a-446a-bc50-c2fe8c8a4dba","timestamp":"2026-10-17T23:24:34.806Z","tool_use_result":{"stdout":"\"\"\"Static admission for candidate kernels. Runs on the controller before any GPU time is spent, and again in the\njudge. The contract is deliberately narrow: a candidate is a Triton module that defines kernel_fn. torch may be used\nto allocate and reshape tensors. All arithmetic must run inside Triton kernels (the judge also enforces this at\nruntime by recording every torch op the candidate executes).\n\nA task whose langs include 'cute' also admits CuTe DSL kernels (the judge image's `cutlass` 4.7.1 package): the\nmodules in CUTE_IMPORTS, and no cutlass name whose path has a private part or a part in CUTE_BLOCKED (loaders of\nprebuilt or exported binaries, external linking, the CUDA driver, compiler internals, prebuilt operator packages,\ntest and framework helpers, pointers made from integers). Internals are entered only through CUTE_ENTRY. Such a\nmodule may also use `with` on cutlass context managers (cute.arch.elect_one) and declare shared memory as @cute.struct\nclasses of annotated fields.\n\"\"\"\nimport ast\n\nMAX_BYTES = 48 * 1024\nCUTE_MAX_BYTES = 128 * 1024        # CuTe spells out the layouts, pipelines and warp roles that Triton infers\nALLOWED_IMPORTS = {'torch', 'triton', 'triton.language', 'triton.language.extra', 'triton.language.extra.libdevice',\n                   'math', 'typing'}\nTORCH_CHAINS = {\n    'torch', 'torch.empty', 'torch.empty_like', 'torch.empty_strided', 'torch.zeros', 'torch.zeros_like', 'torch.full',\n    'torch.float32', 'torch.float16', 'torch.bfloat16', 'torch.float8_e4m3fn', 'torch.float8_e5m2', 'torch.int8',\n    'torch.int16', 'torch.int32', 'torch.int64', 'torch.uint8', 'torch.bool', 'torch.Tensor', 'torch.dtype',\n    'torch.device', 'torch.Size', 'torch.finfo', 'torch.iinfo', 'torch.cuda.get_device_properties',\n    'torch.cuda.current_device', 'torch.cuda.is_available',\n}\nTRITON_CHAINS = {'triton.jit', 'triton.autotune', 'triton.Config', 'triton.cdiv', 'triton.next_power_of_2',\n                 'triton.heuristics', 'triton.set_allocator'}   # set_allocator enables TMA descriptors\nCUTE_IMPORTS = {\n    'cutlass', 'cutlass.cute', 'cutlass.cute.arch', 'cutlass.cute.math', 'cutlass.cute.runtime', 'cutlass.cute.nvgpu',\n    'cutlass.cute.nvgpu.cpasync', 'cutlass.cute.nvgpu.tcgen05', 'cutlass.cute.nvgpu.warp',\n    'cutlass.cute.nvgpu.warpgroup', 'cutlass.pipeline', 'cutlass.utils', 'cutlass.utils.blackwell_helpers',\n    'cutlass.utils.hopper_helpers', 'cutlass.cutlass_dsl', 'cutlass._mlir.dialects', 'cutlass._mlir.dialects.nvvm',\n    'cuda.bindings.driver',\n}\n# The only ways into internals: device-only inline PTX (nvvm), and the stream handle that wraps torch's current stream.\n# The llvm dialect is not admitted: @cute.jit host functions run as native host code, where llvm ops (inline\n# assembly, external calls, raw loads and stores) escape every check here.\nCUTE_ENTRY = ('cutlass.cutlass_dsl.T', 'cutlass.cutlass_dsl.dsl_user_op', 'cutlass._mlir.dialects.nvvm',\n              'cuda.bindings.driver.CUstream')\n# No part of a cutlass name may be one of these. cutlass modules re-export what they import, so the CUDA driver\n# (cutlass.cuda: load_cubin_module, launch_kernel, stream_create) is reachable as an attribute of kernel modules.\nCUTE_BLOCKED = {\n    'export', 'load_module', 'find_runtime_libraries', 'ffi', 'extern', 'base_extern', 'BitCode', 'LinkLibraries',\n    'compile_to', 'make_ptr', 'cuda', 'cuda_helpers', 'driver', 'runtime', 'base_dsl', 'cutlass_dsl', 'compiler',\n    'ir', 'spec', 'BaseDSL', 'CuTeDSL', 'CuteExperimentalDSL', 'FFI', 'ExecutionArgs', 'JitArgAdapterRegistry',\n    'register_jit_arg_adapter', 'operators', 'kernels', 'testing', 'experimental', 'jax', 'torch', 'tvm_ffi',\n    'ctypes', 'os', 'sys', 'subprocess', 'importlib', 'builtins', 'inspect', 'json', 'tempfile', 'pathlib', 'shutil',\n    'pickle', 'threading', 'weakref',\n}\nCUTE_TORCH_CHAINS = {'torch.cuda.current_stream'}      # its .cuda_stream goes into cuda.bindings.driver.CUstream\nFORBIDDEN_NAMES = {'eval', 'exec', 'compile', 'open', '__import__', 'globals', 'locals', 'vars', 'getattr', 'setattr',\n                   'delattr', 'breakpoint', 'input', 'id', 'memoryview', 'help', 'exit', 'quit', 'sys', 'os',\n                   'print', 'super', 'type', 'object'}\nFORBIDDEN_NODES = (ast.ClassDef, ast.Global, ast.Nonlocal, ast.AsyncFunctionDef, ast.Await, ast.Yield, ast.YieldFrom,\n                   ast.Try, ast.With, ast.AsyncWith)\n\n\ndef _chain(node):\n    parts = []\n    while isinstance(node, ast.Attribute):\n        parts.append(node.attr)\n        node = node.value\n    if isinstance(node, ast.Name):\n        parts.append(node.id)\n        return list(reversed(parts))\n    return None\n\n\ndef _canon(node, alias):\n    c = _chain(node)\n    return '.'.join(alias[c[0]].split('.') + c[1:]) if c and c[0] in alias else None\n\n\ndef _cute_bad(full):\n    \"\"\"Why a dotted cutlass or cuda name is not admitted, or None. cutlass.cute.runtime is the one runtime module.\"\"\"\n    head = next((h for h in CUTE_ENTRY if full == h or full.startswith(h + '.')), None)\n    if full == 'cuda.bindings.driver':          # the module itself; only CUstream may be taken from it\n        return None\n    if full.startswith('cuda') and not head:\n        return f'{full} is not allowed (from cuda.bindings.driver only CUstream)'\n    parts = full.split('.')\n    for i in range(len(head.split('.')) if head else 1, len(parts)):\n        if parts[:i + 1] != ['cutlass', 'cute', 'runtime'] and (parts[i].startswith('_') or parts[i] in CUTE_BLOCKED):\n            return f'{full} is not allowed: {parts[i]} is private or not kernel writing (CUTE_BLOCKED, static_check.py)'\n    return None\n\n\ndef _launders(node, alias, parents):\n    \"\"\"Whether a CUTE_BLOCKED attribute sits in a chain that does not start at an imported name (a module kept in a\n    variable, a list item, a call result): the chain checks cannot see where such a chain leads, so it is refused.\"\"\"\n    while isinstance(parents.get(id(node)), ast.Attribute) and parents[id(node)].value is node:\n        node = parents[id(node)]\n    return _canon(node, alias) is None\n\n\ndef _cute_exempt(node, alias):\n    \"\"\"A with statement on cutlass context managers, or a @cute.struct class of annotated fields only.\"\"\"\n    if isinstance(node, ast.With):\n        return all(isinstance(i.context_expr, ast.Call) and (_canon(i.context_expr.func, alias) or '').startswith(\n            'cutlass.') and (i.optional_vars is None or isinstance(i.optional_vars, ast.Name)) for i in node.items)\n    if isinstance(node, ast.ClassDef):\n        return (not node.bases and not node.keywords and len(node.decorator_list) == 1\n                and _canon(node.decorator_list[0], alias) == 'cutlass.cute.struct'\n                and all(isinstance(s, ast.AnnAssign) and isinstance(s.target, ast.Name) and s.value is None\n                        or isinstance(s, ast.Pass) or isinstance(s, ast.Expr) and isinstance(s.value, ast.Constant)\n                        for s in node.body))\n    return False\n\n\ndef check(code, langs=('triton',)):\n    \"\"\"Return (ok, reason). The reason names the first violation, in words the proposer can act on. langs is the\n    task's tuple of admitted kernel languages: ('triton',) or ('triton', 'cute').\"\"\"\n    cute = 'cute' in langs\n    limit = CUTE_MAX_BYTES if cute else MAX_BYTES\n    imports = ALLOWED_IMPORTS | CUTE_IMPORTS if cute else ALLOWED_IMPORTS\n    torch_ok = TORCH_CHAINS | CUTE_TORCH_CHAINS if cute else TORCH_CHAINS\n    if not isinstance(code, str) or not code.strip():\n        return False, 'empty candidate'\n    if len(code.encode()) > limit:\n        return False, f'candidate exceeds {limit} bytes'\n    try:\n        tree = ast.parse(code)\n    except SyntaxError as e:\n        return False, f'syntax error on line {e.lineno}: {e.msg}'\n    parents = {}\n    for p in ast.walk(tree):\n        for ch in ast.iter_child_nodes(p):\n            parents[id(ch)] = p\n    alias = {}\n    for node in ast.walk(tree):\n        if isinstance(node, ast.Import):\n            for a in node.names:\n                if a.name not in imports:\n                    return False, f'import of {a.name} is not allowed (allowed: torch, triton, triton.language, math' + (\n                        ' and the CuTe DSL modules in CUTE_IMPORTS)' if cute else ')')\n                alias[a.asname or a.name.split('.')[0]] = a.name if a.asname else a.name.split('.')[0]\n        elif isinstance(node, ast.ImportFrom):\n            mod = node.module or ''\n            if node.level or mod not in imports:\n                return False, f'import from {mod or \".\"} is not allowed'","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01CGySfQQrqXFLcbPzFAzd9d","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8fw3cZJprGsDkYQEawz","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I'm computing the attention FLOPs for the B=1, Sq=256, Sk=131072 case with 16 heads, getting roughly 5.5e11 total FLOPs for QK^T and PV combined, then comparing against the measured expert time of 379 us to estimate throughput.\n\nWorking through the other shape variants (different Sq/Sk/B combinations), I find the expert implementation consistently hits around 1.4-1.6 PFLOPS, against a B300 bf16 dense peak of roughly 2.25-2.5 PFLOPS. That's a demanding target for Triton, so I'm thinking about whether tcgen05 MMA support with large tile sizes can realistically reach it, and considering how to pack the two GQA query heads per KV head into the M dimension to improve efficiency.\n\nNow I'm calculating K/V memory footprint for the largest sequence length -- around 512 MiB each, 1 GiB combined -- and checking what fraction of the kernel's runtime is spent just streaming that data from HBM at B300's bandwidth.\n\nI'd want to order the grid so programs sharing a KV chunk but different query tiles launch adjacently and run concurrently, pulling KV from L2 after the first HBM load. Compute-wise, 5.5e11 FLOPs at a realistic ~1.2 PFLOPS in Triton gives ~458us, slower than the 379us expert target — matching would need ~1.45 PFLOPS, which is a stretch. I'm now considering what Triton 3.7 offers on Blackwell: tcgen05 MMA, TMEM, warp specialization, and the lower-level Gluon language.\n\nBut checking the allowed imports, gluon and triton.experimental aren't permitted — I'm restricted to tl.* and a limited set of triton helpers like jit, autotune, cdiv, and heuristics. So I need to work within standard tl features: tl.dot, tensor descriptors, tl.range with warp_specialize, num_stages, and dot_scaled.\n\nI'm recalling the fused attention tutorial for Blackwell, which uses warp specialization and TMA descriptors to hit roughly 1.1-1.3 PFLOPS on B200 for hd128 fp16 forward passes. For head dim 256, I'm working through the TMEM budget: a 128×256 fp32 accumulator takes 128KB, leaving room for the S tile at 128×BN, and I'm checking shared memory usage for Q and K tiles in bf16.\n\nI'm checking whether K and V tiles can be double-buffered given SMEM limits—at BN=128 the totals exceed capacity, so I'm comparing single-buffered BN=128 against double-buffered BN=64 configurations, then thinking through where the P matrix lives, likely in TMEM aliasing S, and whether Triton's Blackwell lowering supports MMA operands sourced directly from TMEM.\n\nGiven the time constraint, I should be pragmatic: build a split-KV flash attention kernel with GQA packing, BM=128, BN=64 or 128, head dim 256, and TMA descriptors, then measure before exploring warp specialization and tuning. I'm working out the tile partitioning across query rows, KV heads, and the 148 SMs on B300 for the first test shape.\n\nI'm thinking a persistent kernel could be better but want to start with a simpler split-KV scheme, dividing keys into balanced chunks sized as multiples of BN and planning a combine pass over fp32 partial outputs and LSE values.\n\nCalculating the memory cost of writing and reading partial outputs with too many splits (37) shows significant overhead, so I'm reconsidering to use fewer splits—around 4-5—to keep one wave of 148 CTAs busy while limiting partial output size to something manageable like 20MB, accepting the small load imbalance from causal masking on the last split.\n\nActually, a better approach is a persistent stream-K-like scheme: dividing the total 32768 block-iterations evenly across 148 SMs gives about 221-222 iterations per SM, possibly spanning two tiles, with each segment producing a partial result that's then combined for perfect load balance.\n\nI'm also considering whether partial outputs could be stored in bf16 instead of fp32 to shrink memory — the relative error introduced (~0.2% per element) should combine under weighted summation to stay within the overall tolerance of 0.5% of magnitude, though I need to check this more carefully.\n\nActually, bf16 feels risky when combined with P rounding errors, so I'll keep partials in fp32 and instead reduce the split count. Looking at a Stream-K style approach, each of the 148 SM programs handles a contiguous chunk of the linearized tile/kv-block space — since causal masking makes the number of KV blocks per tile slightly uneven, each program ends up writing just a couple of partial results, so I'm estimating the total partial memory footprint from that structure.\n\nI'm working out that worst case I'd need around 180 partial segments at 128KB each, roughly 23MB total, which seems manageable. The harder part is the combine kernel needing a deterministic mapping from segments back to tiles, and I'm weighing simpler alternatives like choosing a fixed split count per tile that divides evenly into waves of 148, though that tends to blow up partial sizes.\n\nI'm testing split factors S=9 and S=23 — S=9 gives ~97% wave efficiency with modest 36MB partials, while S=23 hits ~99.5% efficiency but balloons to 92MB, which still seems fast enough on a 7.5TB/s link unless it stays resident in L2. Now I'm stepping back to check whether the real bottleneck is compute or memory bandwidth per KV block within a tile.\n\nComputing the arithmetic intensity, loading a 128-key K/V block costs 128KB but does 16.8 MFLOP of work, giving ~128 FLOP/byte — at 1.5 PFLOPS that demands 11.7 TB/s of KV bandwidth, well above HBM's ~8TB/s, so I need to rely on L2 reuse across query tiles sharing a KV head, or widen the M tile. Bumping M to 256 (two consumer warpgroups of 128 rows each, FA3-style) doubles intensity to 256 FLOP/byte, dropping the requirement to ~5.9 TB/s, which is closer to feasible but still tight against 8 TB/s HBM.\n\nIf I get L2 reuse across all 4 query tiles sharing a KV head, the effective intensity jumps to 512 FLOP/byte since K/V only needs to be loaded once from HBM for all of them — that brings bandwidth demand down to just ~2.9 TB/s, comfortably fine. This means scheduling is critical: I need program IDs ordered so query tiles of the same KV head and split launch concurrently (q_tile fastest, then split, then kv head), ensuring the L2 can hold the shared working set across the ~148 concurrently running programs.\n\nWith 148 programs running concurrently across 37 distinct KV chunks (4 sharing each), the programs advance through their chunks at similar rates, keeping the L2 working set small. I also need to account for B200/B300's split L2 across two dies — cross-die access goes through NV-HBI and is slower, but there's not much to optimize there beyond accepting it. Next I want to think through the compute-side tensor core utilization in Triton on Blackwell.\n\nI'm tracing through the flash attention inner loop Triton generates for head dim 256, noting that the rescaling step for the accumulator requires moving data from TMEM to registers and back, which is costly at this head dimension.\n\nWith 128×256 fp32 accumulator values, register pressure gets tight even across multiple warps, and since acc lives in TMEM on Blackwell, each rescale is a TMEM load-multiply-store round trip. I'm recalling that FA4 avoids this cost by only rescaling conditionally when the running max shifts significantly, using a separate correction mechanism instead of rescaling every iteration.\n\nTrying to recall Triton's actual Blackwell tutorial code for the fused attention inner loop...\n\nWriting attention kernel loop...\n\nStill handling the accumulator rescaling...\n\nI'm now thinking through the final dot product and loop bookkeeping, updating the running max and sum before advancing the K/V offsets, then considering the Blackwell-specific configs (block sizes, warps, stages, warp specialization) and recalling a kernel variant that splits Q into subtiles.\n\nI'm wondering whether Gluon could actually be used here, but checking the allowed import list confirms that Gluon-related imports and chains aren't permitted under the static rules, so that path is closed off.\n\nMy plan instead is to write a split-KV Triton kernel with GQA packing, TMA descriptors for K and V, warp specialization, and tunable block sizes, followed by a combine kernel and tuning pass. I want to check hardware specs and recall details from the installed Triton tutorials to inform the GQA packing layout.\n\nLooking at how query heads map to memory, I realize that for each KV head, the two corresponding query heads are adjacent in memory, so I can treat Q as a reshaped 2D matrix where rows combine batch, sequence, and head index, letting me pack pairs of heads contiguously for the TMA loads.\n\nSince Q loading only happens once per program and isn't performance-critical, regular pointer loads work fine for both Q and output, handling 64KB per program. For causal masking, token t maps to t0 + r//2, with key j allowed when j <= Sk - Sq + t. For K/V tensors I'm setting up a descriptor over the [B*Sk, 8, 256] layout, boxing per kv-head group similarly to how Q was handled.\n\nCausal masking should cover OOB reads as long as applied in those blocks. I'm also wondering about TMA's swizzle width limit—since box columns of 256 bf16 exceed the 128-byte swizzle span, I suspect Triton automatically splits these into multiple TMA messages, but I should just test it to confirm.\n\nChecking precision edge cases: P gets cast to bf16 before the PV dot, which is standard, and tolerances account for that rounding. For zero rows, softmax should just become uniform, which is fine. For very large q/k magnitudes, the fp32 accumulation should handle score ranges well below overflow, so that shouldn't be an issue either.\n\nMore importantly, I realize there's a trickier case with split-KV: a particular query row might fall entirely within the masked region for one split if that split starts after the valid key range for that row. In that case m stays -inf and l stays 0 for the split, so the combine logic needs to treat it as zero weight rather than letting exp2(-inf - (-inf)) produce NaN.\n\nI should only apply masking on the diagonal blocks where causal boundaries intersect the tile, leaving fully-below blocks unmasked, similar to the tutorial's staged approach. There's also a performance concern about rescaling the fp32 accumulator on Blackwell, since each `acc * alpha` rescale forces a TMEM load/store of the full accumulator per iteration, adding real overhead at BN=128.\n\nConfirming B200 gives 8192 FLOP/clk/SM at peak. With BN=128, each iteration's matmul work takes about 2048 clocks at peak, but the softmax exp2 computation alone on the 128×128 scores tile needs roughly 1024 clocks given MUFU throughput — that's already half the matmul budget, so softmax could become a real bottleneck against the MMA pipeline.\n\nFor head dim 256, the matmul time doubles relative to head dim 128 (2048 vs 1024 clocks) while exp stays at 1024, so the exp bottleneck is much less severe if properly overlapped with MMA. I'm now thinking through TMEM bandwidth constraints for loading S and storing P tiles alongside rescaling O, though I'm not certain of the exact per-SM TMEM throughput figures.\n\nTriton's automatic warp specialization tutorial reportedly achieves ~1.2 PFLOPS for head dim 128 on B200, compared to FA4's ~1.6 PFLOPS, and head dim 256 performance could differ. Rather than continuing to theorize, I should just implement this and measure results directly—I've used about 5 minutes of my 2-hour budget, so I need to be efficient. Let me start by checking the device's SM count and whether the Triton tutorial code exists locally.\n\n","signature":"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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PfX84AmJMPX5bPUdFUNRXn","type":"tool_result","content":"['PropagateNan', 'TRITON_MAX_TENSOR_NUMEL', 'abs', 'add', 'advance', 'arange', 'argmax', 'argmin', 'associative_scan', 'assume', 'atomic_add', 'atomic_and', 'atomic_cas', 'atomic_max', 'atomic_min', 'atomic_or', 'atomic_xchg', 'atomic_xor', 'bfloat16', 'bitonic_merge', 'block_type', 'broadcast', 'broadcast_to', 'cast', 'cat', 'cdiv', 'ceil', 'clamp', 'condition', 'const', 'constexpr', 'constexpr_type', 'core', 'cos', 'cumprod', 'cumsum', 'debug_barrier', 'device_assert', 'device_print', 'div_rn', 'dot', 'dot_scaled', 'dtype', 'erf', 'exp', 'exp2', 'expand_dims', 'extra', 'fdiv', 'flip', 'float16', 'float32', 'float64', 'float8e4b15', 'float8e4b8', 'float8e4nv', 'float8e5', 'float8e5b16', 'floor', 'fma', 'full', 'gather', 'histogram', 'inline_asm_elementwise', 'int1', 'int16', 'int32', 'int64', 'int8', 'interleave', 'join', 'load', 'load_tensor_descriptor', 'log', 'log2', 'make_block_ptr', 'make_tensor_descriptor', 'map_elementwise', 'math', 'max', 'max_constancy', 'max_contiguous', 'maximum', 'min', 'minimum', 'mul', 'multiple_of', 'num_programs', 'pair_uniform_to_normal', 'permute', 'philox', 'philox_impl', 'pi32_t', 'pointer_type', 'program_id', 'rand', 'rand4x', 'randint', 'randint4x', 'randn', 'randn4x', 'random', 'range', 'ravel', 'reduce', 'reduce_or', 'reshape', 'rsqrt', 'sigmoid', 'sin', 'slice', 'softmax', 'sort', 'split', 'sqrt', 'sqrt_rn', 'squeeze', 'standard', 'static_assert', 'static_print', 'static_range', 'store', 'store_tensor_descriptor', 'str_to_ty', 'sub', 'sum', 'swizzle2d', 'target_info', 'tensor', 'tensor_descriptor', 'tensor_descriptor_type', 'to_tensor', 'topk', 'trans', 'tuple', 'tuple_type', 'uint16', 'uint32', 'uint64', 'uint8', 'uint_to_uniform_float', 'umulhi', 'unsqueeze', 'view', 'void', 'where', 'xor_sum', 'zeros', 'zeros_like']\n3279:class range(base_value):\n3280-    \"\"\"\n3281-    Iterator that counts upward forever.\n3282-\n3283-    .. highlight:: python\n3284-    .. code-block:: python\n3285-\n3286-        @triton.jit\n3287-        def kernel(...):\n3288-            for i in tl.range(10, num_stages=3):\n3289-                ...\n3290-    :note: This is a special iterator used to implement similar semantics to Python's :code:`range` in the context of\n3291-        :code:`triton.jit` functions. In addition, it allows user to pass extra attributes to the compiler.\n3292-    :param arg1: the start value.\n3293-    :param arg2: the end value.\n3294-    :param step: the step value.\n3295-    :param num_stages: pipeline the loop into this many stages (so there are\n3296-        :code:`num_stages` iterations of the loop in flight at once).\n3297-\n3298-        Note this is subtly different than passing :code:`num_stages` as a\n3299-        kernel argument.  The kernel argument only pipelines loads that feed\n3300-        into :code:`dot` operations, while this attribute tries to pipeline most\n3301-        (though not all) loads in this loop.\n3302-    :param loop_unroll_factor: Tells the Triton IR level loop unroller how many\n3303-        times to unroll a for loop that this range is used with. Less than 2 for\n3304-        this value implies no unrolling.\n3305-    :param disallow_acc_multi_buffer: If true, prevent the accumulator of the dot\n3306-        operation in the loop to be multi-buffered, if applicable.\n3307-    :param flatten: automatically flatten the loop nest starting at this loop to\n3308-        create a single flattened loop. The compiler will try to pipeline the\n3309-        flattened loop which can avoid stage stalling.\n3310-    :param warp_specialize: Enable automatic warp specialization on the loop.\n3311-        The compiler will attempt to partition memory, MMA, and vector\n3312-        operations in the loop into separate async partitions. This will\n3313-        increase the total number of warps required by the kernel.\n3314-    :param disable_licm: Tells the compiler it shouldn't hoist loop invariant\n3315-        code outside the loop. This is often useful to avoid creating long liveranges\n3316-        within a loop.\n3317-\n3318-        Note that warp specialization is only supported on Blackwell GPUs and\n3319-        only works on simple matmul loops. Support for arbitrary loops will be\n3320-        expanded over time.\n3321-    \"\"\"\n3322-\n3323-    def __init__(self, arg1, arg2=None, step=None, num_stages=None, loop_unroll_factor=None,\n3324-                 disallow_acc_multi_buffer=False, flatten=False, warp_specialize=False, disable_licm=False):\n3325-        if step is None:\n3326-            self.step = constexpr(1)\n3327-        else:\n3328-            self.step = step\n3329-        if arg2 is None:\n3330-            self.start = constexpr(0)\n3331-            self.end = arg1\n3332-        else:\n3333-            self.start = arg1\n3334-            self.end = arg2\n3335-        self.num_stages = num_stages\n3336-        self.loop_unroll_factor = loop_unroll_factor\n3337-        self.disallow_acc_multi_buffer = disallow_acc_multi_buffer\n3338-        self.flatten = flatten\n3339-        self.warp_specialize = warp_specialize\nShell cwd was reset to /workspace","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"5a110c45-5623-499e-b691-a0ca84dd9386","timestamp":"2026-10-17T23:26:29.366Z","tool_use_result":{"stdout":"['PropagateNan', 'TRITON_MAX_TENSOR_NUMEL', 'abs', 'add', 'advance', 'arange', 'argmax', 'argmin', 'associative_scan', 'assume', 'atomic_add', 'atomic_and', 'atomic_cas', 'atomic_max', 'atomic_min', 'atomic_or', 'atomic_xchg', 'atomic_xor', 'bfloat16', 'bitonic_merge', 'block_type', 'broadcast', 'broadcast_to', 'cast', 'cat', 'cdiv', 'ceil', 'clamp', 'condition', 'const', 'constexpr', 'constexpr_type', 'core', 'cos', 'cumprod', 'cumsum', 'debug_barrier', 'device_assert', 'device_print', 'div_rn', 'dot', 'dot_scaled', 'dtype', 'erf', 'exp', 'exp2', 'expand_dims', 'extra', 'fdiv', 'flip', 'float16', 'float32', 'float64', 'float8e4b15', 'float8e4b8', 'float8e4nv', 'float8e5', 'float8e5b16', 'floor', 'fma', 'full', 'gather', 'histogram', 'inline_asm_elementwise', 'int1', 'int16', 'int32', 'int64', 'int8', 'interleave', 'join', 'load', 'load_tensor_descriptor', 'log', 'log2', 'make_block_ptr', 'make_tensor_descriptor', 'map_elementwise', 'math', 'max', 'max_constancy', 'max_contiguous', 'maximum', 'min', 'minimum', 'mul', 'multiple_of', 'num_programs', 'pair_uniform_to_normal', 'permute', 'philox', 'philox_impl', 'pi32_t', 'pointer_type', 'program_id', 'rand', 'rand4x', 'randint', 'randint4x', 'randn', 'randn4x', 'random', 'range', 'ravel', 'reduce', 'reduce_or', 'reshape', 'rsqrt', 'sigmoid', 'sin', 'slice', 'softmax', 'sort', 'split', 'sqrt', 'sqrt_rn', 'squeeze', 'standard', 'static_assert', 'static_print', 'static_range', 'store', 'store_tensor_descriptor', 'str_to_ty', 'sub', 'sum', 'swizzle2d', 'target_info', 'tensor', 'tensor_descriptor', 'tensor_descriptor_type', 'to_tensor', 'topk', 'trans', 'tuple', 'tuple_type', 'uint16', 'uint32', 'uint64', 'uint8', 'uint_to_uniform_float', 'umulhi', 'unsqueeze', 'view', 'void', 'where', 'xor_sum', 'zeros', 'zeros_like']\n3279:class range(base_value):\n3280-    \"\"\"\n3281-    Iterator that counts upward forever.\n3282-\n3283-    .. highlight:: python\n3284-    .. code-block:: python\n3285-\n3286-        @triton.jit\n3287-        def kernel(...):\n3288-            for i in tl.range(10, num_stages=3):\n3289-                ...\n3290-    :note: This is a special iterator used to implement similar semantics to Python's :code:`range` in the context of\n3291-        :code:`triton.jit` functions. In addition, it allows user to pass extra attributes to the compiler.\n3292-    :param arg1: the start value.\n3293-    :param arg2: the end value.\n3294-    :param step: the step value.\n3295-    :param num_stages: pipeline the loop into this many stages (so there are\n3296-        :code:`num_stages` iterations of the loop in flight at once).\n3297-\n3298-        Note this is subtly different than passing :code:`num_stages` as a\n3299-        kernel argument.  The kernel argument only pipelines loads that feed\n3300-        into :code:`dot` operations, while this attribute tries to pipeline most\n3301-        (though not all) loads in this loop.\n3302-    :param loop_unroll_factor: Tells the Triton IR level loop unroller how many\n3303-        times to unroll a for loop that this range is used with. Less than 2 for\n3304-        this value implies no unrolling.\n3305-    :param disallow_acc_multi_buffer: If true, prevent the accumulator of the dot\n3306-        operation in the loop to be multi-buffered, if applicable.\n3307-    :param flatten: automatically flatten the loop nest starting at this loop to\n3308-        create a single flattened loop. The compiler will try to pipeline the\n3309-        flattened loop which can avoid stage stalling.\n3310-    :param warp_specialize: Enable automatic warp specialization on the loop.\n3311-        The compiler will attempt to partition memory, MMA, and vector\n3312-        operations in the loop into separate async partitions. This will\n3313-        increase the total number of warps required by the kernel.\n3314-    :param disable_licm: Tells the compiler it shouldn't hoist loop invariant\n3315-        code outside the loop. This is often useful to avoid creating long liveranges\n3316-        within a loop.\n3317-\n3318-        Note that warp specialization is only supported on Blackwell GPUs and\n3319-        only works on simple matmul loops. Support for arbitrary loops will be\n3320-        expanded over time.\n3321-    \"\"\"\n3322-\n3323-    def __init__(self, arg1, arg2=None, step=None, num_stages=None, loop_unroll_factor=None,\n3324-                 disallow_acc_multi_buffer=False, flatten=False, warp_specialize=False, disable_licm=False):\n3325-        if step is None:\n3326-            self.step = constexpr(1)\n3327-        else:\n3328-            self.step = step\n3329-        if arg2 is None:\n3330-            self.start = constexpr(0)\n3331-            self.end = arg1\n3332-        else:\n3333-            self.start = arg1\n3334-            self.end = arg2\n3335-        self.num_stages = num_stages\n3336-        self.loop_unroll_factor = loop_unroll_factor\n3337-        self.disallow_acc_multi_buffer = disallow_acc_multi_buffer\n3338-        self.flatten = flatten\n3339-        self.warp_specialize = warp_specialize","stderr":"\nShell cwd was reset to /workspace","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01PfX84AmJMPX5bPUdFUNRXn","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8g5VQpgHyCK5zBXs4uS","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I'm sketching the first kernel design: a split-attention forward kernel gridded over query tiles, splits, and batch-head-group, packing 128 rows as 64 tokens by 2 heads for L2 reuse, then loading Q via pointers.\n\nEach split loads K/V over a bounded range via TMA descriptors and writes partial outputs as normalized fp32 accumulations alongside an LSE value in log2 space, zeroing out empty splits with -inf LSE. The combine step then takes the max LSE per row, computes exponential weights, and merges partials into the final output, with split count chosen to target a multiple of 148 total programs while keeping split sizes aligned to the block size.\n\nNow I'm working out the causal masking logic: for a given tile, I determine which key blocks are fully visible to every row (unmasked) versus which straddle the diagonal boundary and need per-row masking, based on comparing key indices against the row's allowed boundary derived from the query tile offset and the Sk-Sq causal shift.\n\nI'm also designing how to split the KV range across multiple splits for parallelism, chunking it evenly by block size, and handling the edge case where a split ends up empty for a given tile—writing LSE as -inf and zeroing out O so it contributes nothing when combined later.\n\nFor the combine step, I'm relying on the fact that split 0 always sees at least key 0, so the running max stays finite and empty splits cleanly zero out via the exponential weighting. Then within each split's inner loop, I'm determining which blocks are fully unmasked based on the causal boundary position.\n\nTo keep the loop body simple, I'm splitting it into two passes: an unmasked loop handling fully-visible blocks up to the mask boundary (aligned down to BN), and a masked loop handling the remaining blocks that need per-element causal masking.\n\nThe second loop needs to catch keys beyond the valid range (either past the tile's causal boundary or past Sk itself), and I need to double check the edge case where there are padding rows beyond Sq in a partial tile, since those rows would otherwise see extra keys that should actually stay masked.\n\nActually a squeeze of the leading size-1 dimension should be trivial, so I'll just try it. Alternatively I could use a simpler 2D descriptor and rely entirely on masking — causal masking handles valid rows while invalid rows are discarded, and TMA zero-fills OOB for the final batch, so this approach should work fine. I'll move on to writing the actual code now, including how m_safe is handled in the masked loop.\n\nIf a chunk boundary lands inside that partially-masked zone, the last split could have rows with no visible keys at all, so I need to guard the masked-loop softmax against -inf max values by substituting a safe zero before computing exponentials and scaling factors, ensuring masked rows resolve to zero probability instead of NaN. I also note the scale factor is applied in log2 space using 1/16 times log2(e).\n\nFor the final output, dividing the accumulator by the normalizer and computing the log-sum-exp in log2 units, with the special case of zero visible keys mapping to -inf LSE and zero output. Then I'm thinking through Triton tuning for Blackwell — trying warp specialization in the range loop, varying num_warps and num_stages, and budgeting shared memory carefully across Q, K/V tiles, and the P buffer to stay within the hardware limit while keeping double buffering.\n\nI'm also checking alternate tile sizes like BN=128 with a single stage to see if it fits the SMEM budget better. My plan is to implement this, build a test harness that validates correctness against the reference and benchmarks each shape with L2 cache flushing between runs.\n\n","signature":"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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8g5VQpgHyCK5zBXs4uS","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01XH4YVadtPyM6tbWuhhnCKR","name":"Bash","input":{"command":"mkdir -p /workspace/dev && cat > /workspace/dev/bench.py << 'EOF'\nimport sys, importlib.util, torch, time\nsys.path.insert(0, '/workspace')\nimport task as T\n\ndef load(path, name='sol'):\n    spec = importlib.util.spec_from_file_location(name, path)\n    mod = importlib.util.module_from_spec(spec)\n    spec.loader.exec_module(mod)\n    return mod\n\nEXPERT = {(1,256,131072):379, (1,512,65536):356, (1,512,131072):692, (2,256,65536):381}\nflush = torch.empty(256*1024*1024, dtype=torch.int8, device='cuda')\n\ndef time_us(fn, args, n=20):\n    for _ in range(2): fn(*args)\n    torch.cuda.synchronize()\n    ts = []\n    for _ in range(n):\n        flush.zero_()\n        s, e = torch.cuda.Event(enable_timing=True), torch.cuda.Event(enable_timing=True)\n        s.record(); fn(*args); e.record(); torch.cuda.synchronize()\n        ts.append(s.elapsed_time(e) * 1000.0)\n    return sorted(ts)[n // 2]\n\ndef main():\n    path = sys.argv[1]\n    check = '--nocheck' not in sys.argv\n    mod = load(path)\n    shapes = T.TASK.shapes\n    extra = [a for a in sys.argv[2:] if a.startswith('shape=')]\n    if extra:\n        shapes = []\n        for a in extra:\n            b, sq, sk = map(int, a[6:].split(','))\n            shapes.append({'B': b, 'Sq': sq, 'Sk': sk})\n    ratios = []\n    for shape in shapes:\n        case = T.make_case(shape, 1, 'cuda')\n        if check:\n            exp = T.reference([a.clone() for a in case.args])\n            case.args[3].fill_(float('nan'))\n            mod.kernel_fn(*case.args); torch.cuda.synchronize()\n            ok, stats = T.check({3: case.args[3]}, exp)\n            del exp\n        else:\n            ok, stats = True, {}\n        t = time_us(mod.kernel_fn, case.args)\n        key = (shape['B'], shape['Sq'], shape['Sk'])\n        ex = EXPERT.get(key)\n        flops = 4 * shape['B'] * 16 * 256 * (shape['Sq'] * shape['Sk'] - shape['Sq']**2 / 2)\n        r = (ex / t) if ex else None\n        if r: ratios.append(r)\n        print(f\"{key}: {'OK' if ok else 'WRONG '+str(stats)} {t:.1f} us  {flops/t/1e6:.0f} TFLOPS  expert {ex} ratio {r if r is None else round(r,3)}\", flush=True)\n        del case\n        torch.cuda.empty_cache()\n    if ratios:\n        import math\n        print('geomean ratio vs expert:', math.exp(sum(math.log(x) for x in ratios)/len(ratios)))\n\nmain()\nEOF\necho done","description":"Write benchmark harness"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2526,"cache_read_input_tokens":46298,"cache_creation":{"ephemeral_5m_input_tokens":2526,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"173db30e-1ea8-43be-9c28-10fa3c830717","timestamp":"2026-10-17T23:27:10.753Z","request_id":"req_011Cg8g5V5UP9SkMBeNQgsnW"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XH4YVadtPyM6tbWuhhnCKR","type":"tool_result","content":"done","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"75c62f8c-3d5f-45d8-bc7a-7dc69c74970a","timestamp":"2026-10-17T23:27:10.779Z","tool_use_result":{"stdout":"done","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01XH4YVadtPyM6tbWuhhnCKR","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"system","subtype":"thinking_tokens","estimated_tokens":14,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"1083e3e0-5220-4f35-b411-9c49be197e12"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8g8YSy8UvBdNos8rmGP","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Time to draft an initial version of the solution.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":4488,"cache_read_input_tokens":48824,"cache_creation":{"ephemeral_5m_input_tokens":4488,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4a728dd2-8ec3-4ff6-878a-49f22933acb4","timestamp":"2026-10-17T23:27:13.045Z","request_id":"req_011Cg8g8Y7NBi5BzcdTSMPTd","thinking_duration_ms":913,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8g8YSy8UvBdNos8rmGP","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015xnLx6nstemfwqrvWHeCAK","name":"Write","input":{"file_path":"/workspace/dev/v1.py","content":"import math\nimport torch\nimport triton\nimport triton.language as tl\n\nLOG2E = tl.constexpr(1.4426950408889634)\n\n\n@triton.jit\ndef _attn_split(Q, K, V, OP, LP, Sq, Sk, NQT, chunk, qk_scale,\n                HQ: tl.constexpr, HKV: tl.constexpr, D: tl.constexpr, G: tl.constexpr,\n                BM: tl.constexpr, BN: tl.constexpr, WS: tl.constexpr):\n    pid_q = tl.program_id(0)\n    pid_s = tl.program_id(1)\n    pid_bh = tl.program_id(2)\n    NS = tl.num_programs(1)\n    b = pid_bh // HKV\n    hk = pid_bh % HKV\n    TM: tl.constexpr = BM // G\n    t0 = pid_q * TM\n    rows = tl.arange(0, BM)\n    tok = t0 + rows // G\n    hq = hk * G + rows % G\n    rd = tl.arange(0, D)\n    rmask = tok < Sq\n    q_off = ((b * Sq + tok).to(tl.int64) * HQ + hq) * D\n    q = tl.load(Q + q_off[:, None] + rd[None, :], mask=rmask[:, None], other=0.0)\n\n    shift = Sk - Sq\n    kv_hi = tl.minimum(Sk, shift + t0 + TM)\n    lo = pid_s * chunk\n    hi = tl.minimum(lo + chunk, kv_hi)\n    # keys < shift + t0 + 1 are visible to every row of the tile\n    mask_start = ((shift + t0 + 1) // BN) * BN\n\n    k_desc = tl.make_tensor_descriptor(K, shape=[(b + 1) * Sk, HKV * D], strides=[HKV * D, 1],\n                                       block_shape=[BN, D])\n    v_desc = tl.make_tensor_descriptor(V, shape=[(b + 1) * Sk, HKV * D], strides=[HKV * D, 1],\n                                       block_shape=[BN, D])\n    kv_row0 = b * Sk\n    kv_col = hk * D\n\n    m_i = tl.full((BM,), float('-inf'), tl.float32)\n    l_i = tl.zeros((BM,), tl.float32)\n    acc = tl.zeros((BM, D), tl.float32)\n\n    hi1 = tl.minimum(hi, mask_start)\n    for n in tl.range(lo, hi1, BN, warp_specialize=WS):\n        k = k_desc.load([kv_row0 + n, kv_col])\n        s = tl.dot(q, k.T)\n        m_new = tl.maximum(m_i, tl.max(s, 1) * qk_scale)\n        p = tl.math.exp2(s * qk_scale - m_new[:, None])\n        alpha = tl.math.exp2(m_i - m_new)\n        l_i = l_i * alpha + tl.sum(p, 1)\n        acc = acc * alpha[:, None]\n        v = v_desc.load([kv_row0 + n, kv_col])\n        acc = tl.dot(p.to(tl.bfloat16), v, acc)\n        m_i = m_new\n    lo2 = tl.maximum(lo, mask_start)\n    for n in range(lo2, hi, BN):\n        k = k_desc.load([kv_row0 + n, kv_col])\n        s = tl.dot(q, k.T) * qk_scale\n        cols = n + tl.arange(0, BN)\n        ok = cols[None, :] <= (shift + tok)[:, None]\n        s = tl.where(ok, s, float('-inf'))\n        m_new = tl.maximum(m_i, tl.max(s, 1))\n        m_use = tl.where(m_new == float('-inf'), 0.0, m_new)\n        p = tl.math.exp2(s - m_use[:, None])\n        alpha = tl.math.exp2(m_i - m_use)\n        l_i = l_i * alpha + tl.sum(p, 1)\n        acc = acc * alpha[:, None]\n        v = v_desc.load([kv_row0 + n, kv_col])\n        acc = tl.dot(p.to(tl.bfloat16), v, acc)\n        m_i = m_new\n    l_safe = tl.where(l_i == 0.0, 1.0, l_i)\n    acc = acc / l_safe[:, None]\n    lse = tl.where(l_i == 0.0, float('-inf'), m_i + tl.math.log2(l_safe))\n    # partial layout: [NS, B, Sq, HQ, D] / [NS, B, Sq, HQ]\n    prow = (pid_s * (tl.num_programs(2) // HKV) + b) * Sq + tok\n    o_off = (prow.to(tl.int64) * HQ + hq) * D\n    tl.store(OP + o_off[:, None] + rd[None, :], acc, mask=rmask[:, None])\n    tl.store(LP + prow.to(tl.int64) * HQ + hq, lse, mask=rmask)\n\n\n@triton.jit\ndef _combine(OP, LP, O, R, NS, D: tl.constexpr, BR: tl.constexpr, NSP: tl.constexpr):\n    pid = tl.program_id(0)\n    rows = pid * BR + tl.arange(0, BR)\n    rmask = rows < R\n    sp = tl.arange(0, NSP)\n    smask = sp < NS\n    lse = tl.load(LP + sp[None, :].to(tl.int64) * R + rows[:, None], mask=smask[None, :] & rmask[:, None],\n                  other=float('-inf'))\n    mx = tl.max(lse, 1)\n    mx = tl.where(mx == float('-inf'), 0.0, mx)\n    w = tl.math.exp2(lse - mx[:, None])\n    wsum = tl.sum(w, 1)\n    w = w / tl.where(wsum == 0.0, 1.0, wsum)[:, None]\n    rd = tl.arange(0, D)\n    acc = tl.zeros((BR, D), tl.float32)\n    for s in range(0, NS):\n        ws = tl.sum(tl.where(sp[None, :] == s, w, 0.0), 1)\n        o = tl.load(OP + (s * R + rows[:, None]).to(tl.int64) * D + rd[None, :], mask=rmask[:, None], other=0.0)\n        acc += tl.where(ws[:, None] > 0.0, o * ws[:, None], 0.0)\n    tl.store(O + rows[:, None].to(tl.int64) * D + rd[None, :], acc.to(tl.bfloat16), mask=rmask[:, None])\n\n\ndef _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\n\n\ndef kernel_fn(q, k, v, out):\n    triton.set_allocator(_alloc)\n    B, Sq, HQ, D = q.shape\n    Sk, HKV = k.shape[1], k.shape[2]\n    G = HQ // HKV\n    BM, BN = 128, 128\n    TM = BM // G\n    NQT = triton.cdiv(Sq, TM)\n    tiles = NQT * B * HKV\n    nsm = 148\n    nblk = triton.cdiv(Sk, BN)\n    ns = max(1, min(nblk, (2 * nsm + tiles - 1) // tiles))\n    chunk = triton.cdiv(nblk, ns) * BN\n    ns = triton.cdiv(Sk, chunk)\n    op = torch.empty((ns, B, Sq, HQ, D), dtype=torch.float32, device=q.device)\n    lp = torch.empty((ns, B, Sq, HQ), dtype=torch.float32, device=q.device)\n    _attn_split[(NQT, ns, B * HKV)](q, k, v, op, lp, Sq, Sk, NQT, chunk, LOG2E_F / math.sqrt(D),\n                                    HQ=HQ, HKV=HKV, D=D, G=G, BM=BM, BN=BN, WS=False, num_warps=8, num_stages=2)\n    R = B * Sq * HQ\n    BR = 16\n    _combine[(triton.cdiv(R, BR),)](op, lp, out, R, ns, D=D, BR=BR, NSP=triton.next_power_of_2(ns), num_warps=4)\n\n\nLOG2E_F = 1.4426950408889634\n"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":4488,"cache_read_input_tokens":48824,"cache_creation":{"ephemeral_5m_input_tokens":4488,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"91d04fb1-34a5-4170-8ac3-806a37493098","timestamp":"2026-10-17T23:27:32.315Z","request_id":"req_011Cg8g8Y7NBi5BzcdTSMPTd"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015xnLx6nstemfwqrvWHeCAK","type":"tool_result","content":"File created successfully at: /workspace/dev/v1.py (file state is current in your context — no need to Read it back)"}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"ba2e71b6-daae-42ce-8069-b7fc27fd4292","timestamp":"2026-10-17T23:27:32.335Z","tool_use_result":{"type":"create","filePath":"/workspace/dev/v1.py","content":"import math\nimport torch\nimport triton\nimport triton.language as tl\n\nLOG2E = tl.constexpr(1.4426950408889634)\n\n\n@triton.jit\ndef _attn_split(Q, K, V, OP, LP, Sq, Sk, NQT, chunk, qk_scale,\n                HQ: tl.constexpr, HKV: tl.constexpr, D: tl.constexpr, G: tl.constexpr,\n                BM: tl.constexpr, BN: tl.constexpr, WS: tl.constexpr):\n    pid_q = tl.program_id(0)\n    pid_s = tl.program_id(1)\n    pid_bh = tl.program_id(2)\n    NS = tl.num_programs(1)\n    b = pid_bh // HKV\n    hk = pid_bh % HKV\n    TM: tl.constexpr = BM // G\n    t0 = pid_q * TM\n    rows = tl.arange(0, BM)\n    tok = t0 + rows // G\n    hq = hk * G + rows % G\n    rd = tl.arange(0, D)\n    rmask = tok < Sq\n    q_off = ((b * Sq + tok).to(tl.int64) * HQ + hq) * D\n    q = tl.load(Q + q_off[:, None] + rd[None, :], mask=rmask[:, None], other=0.0)\n\n    shift = Sk - Sq\n    kv_hi = tl.minimum(Sk, shift + t0 + TM)\n    lo = pid_s * chunk\n    hi = tl.minimum(lo + chunk, kv_hi)\n    # keys < shift + t0 + 1 are visible to every row of the tile\n    mask_start = ((shift + t0 + 1) // BN) * BN\n\n    k_desc = tl.make_tensor_descriptor(K, shape=[(b + 1) * Sk, HKV * D], strides=[HKV * D, 1],\n                                       block_shape=[BN, D])\n    v_desc = tl.make_tensor_descriptor(V, shape=[(b + 1) * Sk, HKV * D], strides=[HKV * D, 1],\n                                       block_shape=[BN, D])\n    kv_row0 = b * Sk\n    kv_col = hk * D\n\n    m_i = tl.full((BM,), float('-inf'), tl.float32)\n    l_i = tl.zeros((BM,), tl.float32)\n    acc = tl.zeros((BM, D), tl.float32)\n\n    hi1 = tl.minimum(hi, mask_start)\n    for n in tl.range(lo, hi1, BN, warp_specialize=WS):\n        k = k_desc.load([kv_row0 + n, kv_col])\n        s = tl.dot(q, k.T)\n        m_new = tl.maximum(m_i, tl.max(s, 1) * qk_scale)\n        p = tl.math.exp2(s * qk_scale - m_new[:, None])\n        alpha = tl.math.exp2(m_i - m_new)\n        l_i = l_i * alpha + tl.sum(p, 1)\n        acc = acc * alpha[:, None]\n        v = v_desc.load([kv_row0 + n, kv_col])\n        acc = tl.dot(p.to(tl.bfloat16), v, acc)\n        m_i = m_new\n    lo2 = tl.maximum(lo, mask_start)\n    for n in range(lo2, hi, BN):\n        k = k_desc.load([kv_row0 + n, kv_col])\n        s = tl.dot(q, k.T) * qk_scale\n        cols = n + tl.arange(0, BN)\n        ok = cols[None, :] <= (shift + tok)[:, None]\n        s = tl.where(ok, s, float('-inf'))\n        m_new = tl.maximum(m_i, tl.max(s, 1))\n        m_use = tl.where(m_new == float('-inf'), 0.0, m_new)\n        p = tl.math.exp2(s - m_use[:, None])\n        alpha = tl.math.exp2(m_i - m_use)\n        l_i = l_i * alpha + tl.sum(p, 1)\n        acc = acc * alpha[:, None]\n        v = v_desc.load([kv_row0 + n, kv_col])\n        acc = tl.dot(p.to(tl.bfloat16), v, acc)\n        m_i = m_new\n    l_safe = tl.where(l_i == 0.0, 1.0, l_i)\n    acc = acc / l_safe[:, None]\n    lse = tl.where(l_i == 0.0, float('-inf'), m_i + tl.math.log2(l_safe))\n    # partial layout: [NS, B, Sq, HQ, D] / [NS, B, Sq, HQ]\n    prow = (pid_s * (tl.num_programs(2) // HKV) + b) * Sq + tok\n    o_off = (prow.to(tl.int64) * HQ + hq) * D\n    tl.store(OP + o_off[:, None] + rd[None, :], acc, mask=rmask[:, None])\n    tl.store(LP + prow.to(tl.int64) * HQ + hq, lse, mask=rmask)\n\n\n@triton.jit\ndef _combine(OP, LP, O, R, NS, D: tl.constexpr, BR: tl.constexpr, NSP: tl.constexpr):\n    pid = tl.program_id(0)\n    rows = pid * BR + tl.arange(0, BR)\n    rmask = rows < R\n    sp = tl.arange(0, NSP)\n    smask = sp < NS\n    lse = tl.load(LP + sp[None, :].to(tl.int64) * R + rows[:, None], mask=smask[None, :] & rmask[:, None],\n                  other=float('-inf'))\n    mx = tl.max(lse, 1)\n    mx = tl.where(mx == float('-inf'), 0.0, mx)\n    w = tl.math.exp2(lse - mx[:, None])\n    wsum = tl.sum(w, 1)\n    w = w / tl.where(wsum == 0.0, 1.0, wsum)[:, None]\n    rd = tl.arange(0, D)\n    acc = tl.zeros((BR, D), tl.float32)\n    for s in range(0, NS):\n        ws = tl.sum(tl.where(sp[None, :] == s, w, 0.0), 1)\n        o = tl.load(OP + (s * R + rows[:, None]).to(tl.int64) * D + rd[None, :], mask=rmask[:, None], other=0.0)\n        acc += tl.where(ws[:, None] > 0.0, o * ws[:, None], 0.0)\n    tl.store(O + rows[:, None].to(tl.int64) * D + rd[None, :], acc.to(tl.bfloat16), mask=rmask[:, None])\n\n\ndef _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\n\n\ndef kernel_fn(q, k, v, out):\n    triton.set_allocator(_alloc)\n    B, Sq, HQ, D = q.shape\n    Sk, HKV = k.shape[1], k.shape[2]\n    G = HQ // HKV\n    BM, BN = 128, 128\n    TM = BM // G\n    NQT = triton.cdiv(Sq, TM)\n    tiles = NQT * B * HKV\n    nsm = 148\n    nblk = triton.cdiv(Sk, BN)\n    ns = max(1, min(nblk, (2 * nsm + tiles - 1) // tiles))\n    chunk = triton.cdiv(nblk, ns) * BN\n    ns = triton.cdiv(Sk, chunk)\n    op = torch.empty((ns, B, Sq, HQ, D), dtype=torch.float32, device=q.device)\n    lp = torch.empty((ns, B, Sq, HQ), dtype=torch.float32, device=q.device)\n    _attn_split[(NQT, ns, B * HKV)](q, k, v, op, lp, Sq, Sk, NQT, chunk, LOG2E_F / math.sqrt(D),\n                                    HQ=HQ, HKV=HKV, D=D, G=G, BM=BM, BN=BN, WS=False, num_warps=8, num_stages=2)\n    R = B * Sq * HQ\n    BR = 16\n    _combine[(triton.cdiv(R, BR),)](op, lp, out, R, ns, D=D, BR=BR, NSP=triton.next_power_of_2(ns), num_warps=4)\n\n\nLOG2E_F = 1.4426950408889634\n","structuredPatch":[],"originalFile":null,"userModified":false},"tool_result_meta":[{"id":"toolu_015xnLx6nstemfwqrvWHeCAK","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gA8fHHUazii9tWgui6","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013nXtNhJC9msrfU35eHWqcM","name":"Bash","input":{"command":"cd /workspace/dev && timeout 600 python bench.py v1.py 2>&1 | tail -20","description":"Run v1 benchmark"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":3089,"cache_read_input_tokens":53312,"cache_creation":{"ephemeral_5m_input_tokens":3089,"ephemeral_1h_input_tokens":0},"output_tokens":16,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"90fd5c35-a565-4425-8b36-5df774577179","timestamp":"2026-10-17T23:27:34.326Z","request_id":"req_011Cg8gA8LCP1ByHFzgpFjKW"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013nXtNhJC9msrfU35eHWqcM","type":"tool_result","content":"  File \"/workspace/dev/bench.py\", line 60, in <module>\n    main()\n  File \"/workspace/dev/bench.py\", line 42, in main\n    mod.kernel_fn(*case.args); torch.cuda.synchronize()\n    ^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/workspace/dev/v1.py\", line 128, in kernel_fn\n    _attn_split[(NQT, ns, B * HKV)](q, k, v, op, lp, Sq, Sk, NQT, chunk, LOG2E_F / math.sqrt(D),\n  File \"/usr/local/lib/python3.12/dist-packages/triton/runtime/jit.py\", line 370, in <lambda>\n    return lambda *args, **kwargs: self.run(grid=grid, warmup=False, *args, **kwargs)\n                                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/usr/local/lib/python3.12/dist-packages/triton/runtime/jit.py\", line 760, in run\n    launch_metadata = kernel.launch_metadata(grid, stream, *bound_args.values())\n                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/usr/local/lib/python3.12/dist-packages/triton/compiler/compiler.py\", line 485, in launch_metadata\n    self._init_handles()\n  File \"/usr/local/lib/python3.12/dist-packages/triton/compiler/compiler.py\", line 459, in _init_handles\n    raise_(OutOfResources(self.metadata.shared, max_shared, \"shared memory\"))\n  File \"/usr/local/lib/python3.12/dist-packages/triton/compiler/compiler.py\", line 451, in raise_\n    raise err\ntriton.runtime.errors.OutOfResources: out of resource: shared memory, Required: 328704, Hardware limit: 232448. Reducing block sizes or `num_stages` may help.","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"b831f301-971e-4e8c-a53d-d93097b6e2f1","timestamp":"2026-10-17T23:27:50.551Z","tool_use_result":{"stdout":"  File \"/workspace/dev/bench.py\", line 60, in <module>\n    main()\n  File \"/workspace/dev/bench.py\", line 42, in main\n    mod.kernel_fn(*case.args); torch.cuda.synchronize()\n    ^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/workspace/dev/v1.py\", line 128, in kernel_fn\n    _attn_split[(NQT, ns, B * HKV)](q, k, v, op, lp, Sq, Sk, NQT, chunk, LOG2E_F / math.sqrt(D),\n  File \"/usr/local/lib/python3.12/dist-packages/triton/runtime/jit.py\", line 370, in <lambda>\n    return lambda *args, **kwargs: self.run(grid=grid, warmup=False, *args, **kwargs)\n                                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/usr/local/lib/python3.12/dist-packages/triton/runtime/jit.py\", line 760, in run\n    launch_metadata = kernel.launch_metadata(grid, stream, *bound_args.values())\n                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/usr/local/lib/python3.12/dist-packages/triton/compiler/compiler.py\", line 485, in launch_metadata\n    self._init_handles()\n  File \"/usr/local/lib/python3.12/dist-packages/triton/compiler/compiler.py\", line 459, in _init_handles\n    raise_(OutOfResources(self.metadata.shared, max_shared, \"shared memory\"))\n  File \"/usr/local/lib/python3.12/dist-packages/triton/compiler/compiler.py\", line 451, in raise_\n    raise err\ntriton.runtime.errors.OutOfResources: out of resource: shared memory, Required: 328704, Hardware limit: 232448. Reducing block sizes or `num_stages` may help.","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_013nXtNhJC9msrfU35eHWqcM","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"system","subtype":"task_started","task_id":"bia94y7ji","run_id":"0mvd11kw7-78b34603","tool_use_id":"toolu_01DrofiibJZQCg88HEVQeWgQ","description":"Run v1 with BN=64","is_backgrounded":false,"task_type":"local_bash","uuid":"78c447e4-c6b5-46be-b067-0c9fc4970f9a","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01DrofiibJZQCg88HEVQeWgQ","type":"tool_result","content":"(1, 256, 131072): OK 1050.6 us  523 TFLOPS  expert 379 ratio 0.361\n(1, 512, 65536): OK 1026.0 us  534 TFLOPS  expert 356 ratio 0.347\n(1, 512, 131072): OK 2005.0 us  547 TFLOPS  expert 692 ratio 0.345\n(2, 256, 65536): OK 1046.5 us  524 TFLOPS  expert 381 ratio 0.364\ngeomean ratio vs expert: 0.35413085418297335","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"cc0842f5-7b75-4c7e-b7dc-05d62e76464e","timestamp":"2026-10-17T23:28:08.792Z","tool_use_result":{"stdout":"(1, 256, 131072): OK 1050.6 us  523 TFLOPS  expert 379 ratio 0.361\n(1, 512, 65536): OK 1026.0 us  534 TFLOPS  expert 356 ratio 0.347\n(1, 512, 131072): OK 2005.0 us  547 TFLOPS  expert 692 ratio 0.345\n(2, 256, 65536): OK 1046.5 us  524 TFLOPS  expert 381 ratio 0.364\ngeomean ratio vs expert: 0.35413085418297335","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01DrofiibJZQCg88HEVQeWgQ","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gEZTAAScrHi5zWZUr9","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Performance actually gets worse with warp specialization, hitting only 282 TFLOPS, which makes me suspect num_warps=8 combined with WS is causing a bad partition or register pressure issue. I want to sweep the simpler parameters first—num_warps, num_stages, block size, and WS on/off—before digging into the generated code to understand the ideal configuration.\n\nI'm tracing through what Triton's Blackwell backend likely does structurally: Q gets staged into SMEM for the MMA, S lands in TMEM before being pulled into registers for softmax, and the softmax output gets converted and stored back for the second MMA, with accumulator rescaling happening via TMEM round-trips. Without warp specialization, the MMA issues async but softmax still serializes with the matmuls, leaving the tensor core idle during the softmax phase, and I'm starting to work out the per-iteration MMA timing to quantify that idle time.\n\nRunning the rough clock-cycle math, the combined MMA plus softmax-and-rescale work per iteration lands around 1800 clocks against roughly 1024 for just the matmuls, putting us near 21% of theoretical peak rather than the ~57% I'd expect if things overlapped well -- so there's clearly a real efficiency gap to explain. I should pin down B300's actual bf16 dense peak more precisely, since sources disagree, and probably just benchmark a simple Triton matmul directly instead of guessing from spec sheets.\n\nSince I only have one GPU, experiments need to run sequentially rather than in parallel. The real question is whether plain Triton can produce FA4-style pipelining -- specifically whether the num_stages pipeliner on Blackwell automatically overlaps MMA issue across iterations using async tcgen05 with mbarriers, or whether I'd need to hand-roll that overlap manually.\n\nI'm sketching a manual software-pipelined structure: issue the QK^T matmul for the next block asynchronously, then compute softmax on the current block's scores while that matmul runs in the background, before finally combining results. The hope is Triton won't force a wait on the async MMA completion until the result is actually consumed, letting the next QK^T overlap with the current softmax.\n\nI'm also considering an alternative approach—running two Q tiles in ping-pong fashion within one CTA so that one tile's softmax overlaps with the other's matmul work, similar to the FA4 design.\n\nBut I realize TMEM capacity becomes a problem: with head dimension 256, two 128×256 fp32 accumulators would consume all available TMEM columns, leaving no room for the S/P tiles. That's exactly why FA4 resorts to a 2-CTA MMA scheme for hd256, so a single-CTA version can only fit one accumulator plus S/P.\n\nI'm working out the pipeline timing: the tensor core issues QK for the next tile while softmax processes the current S, then does PV once softmax produces P, overlapping work so each stage finishes within the roughly 1024-clock window, with the O rescale needing to complete before the next PV begins.\n\nFA4 handles this with a dedicated correction warpgroup for the O rescale and uses conditional rescaling to skip most of the work. I'm now wondering whether Triton's automatic warp specialization can replicate this — the tutorial claims good Blackwell performance with warp_specialize=True for hd128, so the 2x slowdown I saw suggests something's off, maybe num_warps=8, the dual-loop structure, device-side TMA descriptor creation, or the reshape logic. I want to look more closely at Triton's actual fused-attention tutorial implementation to compare.\n\nRecalling the configuration space, it sweeps over BLOCK_M/BLOCK_N combinations with varying stages and warps, with specific pruning rules for Blackwell when warp specialization is enabled — particularly around BLOCK_M=128, BLOCK_N=128, num_warps=8 configurations.\n\nI also remember a filtering function that excludes configs where CUDA device capability is 9.x and the block size product is too small relative to warp count, plus a config pruning function tied to context length and staging parameters.\n\nSetting maxnreg register limits for different head dimensions, then defining the autotuned `_attn_fwd` kernel with its config pruning and signature parameters.\n\nStill writing kernel setup...\n\nWriting attention kernel stages...\n\nThat persistent variant iterates tiles with warp-specialized ranges. I'm comparing how Q gets loaded via descriptor straight into SMEM versus my approach using pointers into registers, and wondering whether warp specialization complicates holding Q in registers; using a 3D descriptor for Q with GQA packing might run into reshape issues in shared memory, so a simpler alternative is to keep one head per M dimension, trading off against doubling KV.\n\nI'm now considering a 2D view of Q with heads laid out side-by-side in columns, then reshaping to get rows ordered by (t, head), checking whether that's a clean contiguous reshape or if SMEM swizzling breaks the row-major assumption.\n\nThe output partials via pointer stores should be fine as-is. To isolate whether the Q register packing is actually the bottleneck, I'm planning a quick test: run warp-specialized attention without GQA packing, using G=1 so each block handles a single head directly through a 2D descriptor, which should be fast to implement and will tell me if GQA packing itself is the culprit.\n\nGiven limited time left, I'll write a cleaner v2 kernel with a parametrized G_PACK constant to toggle between the single-head and grouped-head descriptor paths, plus options for warp specialization, warp count, pipeline stages, and block size, so I can sweep configurations efficiently.\n\n","signature":"CAQSm2wKEAgSGAI4AUIIdGhpbmtpbmcSDAQqHF5J38eFBhlQUBoM+OtylZZoE+lRSiPOIjBL83IAy1nNEB4rQ/lvTGoooh4XFZaezNE61+txfQUK0CTfhthR0gDQg9kW22uzxnAquGvpeEVrTnKb7YiQqWg4Ks4DmbsBwWp3BpOu0TtqXJEjijeBE2D6Gk6X4NgYNSrgfB1Rmht9GH9eL1++1zM34X79ugfj5sEz9jvhDDP/MDlwtF0MDg5XF6qv9r+yLzvM6awtUc0x4+R93UAZuug0D/Al6drhjAW2aaNBRPY3MDI+Gzg0xvrXW3BpmDH2j6iJfES7vge+Y1q8UE0OyMLjdtqa9IxOyg36rBy4I9wfBIV2DDFsoxe37bvGDRwD/Ks7L1QhS4opxG+fDHSSemZO4GForr66k0qXDYVO7MojHR7koJNKhBqyfLhUGUOQIdzLX51J0wHPbvvRO3IdCs+1un7O9ESJuln2NBpx/jkNoPJQqZpYcwIt2gGm/PKqaBHwmFI/NppbWAoCDRAv0yPsnwsulTPPjJ/TEgy/tszEEZVq9qAaw2z9r3qX4yxkL/EYFsXdDQ0tlN5pxiDBt9MFqUbpgBtwVC7CHBcZx4gJkdtr+wOtKfKCQ2kHxmnYOxOJRLI76/IUHEHGjoS4MF5EwBR23tJ0AWPLQW8KEdIbV/94cJCRbre/lCbSq4u+94pB8DJ9d6Rq9Kut9lwNAeNfeOCuHIOqy4rrZ5XVBUSl5HHjHUrD2j+e4sS9nXxt+ZcIaZafsRO602Byf4nrupH/fBlYXA+ea7QLZH+AgKVDbhmt0O8382UVdM4gia/MAg0qa62xVWZGrctkkFl45bFr05j0z0NdfuM3vDRTuk2oghgEJD19t06q/PekfKd5Fv+hCcRjoiTdbC96W4xbSf3HwcAH0UqOx85lwsl37iPYo6l4FtvgWYazAzLs3zG3GsckhxBW0oBUnENgqF2nbRHWs9eDRWNzZzRixo8CcfOSggGYTQWaphY3NHFwEfxs7TmkXl2h/6MIiGXd34hu9pdWKYn8677o0gtCEwM2WbfH3Duyf8sazhPDPoHcnZ86E6W82NcKxAl4wADIPqtzNeQFNLeaz3VNBK06VhTCTJzoZQexlvd+fvJPaMvJWPBLhhfujz3W2G7YSc5dDJtIascSlmjYCo/BJzkwmSgtor7+mbBSNQXpC3YxfuExONTNAeopQWZ05RmGNcmSj+hj6nAsca8LTX+QTatQRwQqhA/8HwqRm2ctPvIY/vIxDEuDV9QPqW5+7ewKhutGAMPE+/q4ptf9dJxetctDSmskwft2vy4VOGtmo8DeZAZnaJPFG7IjGGBwAT+rejS05T1Lthv5o4IyZgaevl4zZQmqTJJj5mG9Oj+muwKVuJnFbrUQb2Vnu5SN1JXTrIhCNmMTZ+cHIG2xNVAmJOr2UjAi/nrlItVWkhXRQDGXCOQL6fPyeVb6jS5e0DJS+OVYS7pc7x5+rt4pdBhIPniUbFfYEC0hFGr7gIluVmRnSybBL9EYm9+sGfGQlMZt4kQetzhMTPm3ANEYvAGZCtFz7Mxm6yJimwQ6wFZRNxflCQ2fJUs1WWDHF25Up6mXWtVbyvF1txiuBUGyysW/m9NpRGV+Aq3HPnLdJkG8UcdUYaHE1Td6Yih8IOKZ0vjrbNwmCDdR9FV6KLAT7fSZ1HUqtcYKTm2LRFm0QBIwV0eKqhWBGEIxqz6ZyEgrqmBztSaYS52naOGzPmStfwxP8ap7z79IGgQV4J0oGYgTn1Bqr/gCBg+1qmkYZLwSyHP2T5eSD0A0bi4ThEt/hT1tfDA8vC+zqdIpgeEO53YVC+F2SBcFhHGfrhbBAzx3ppcsMhWs4tT9eOw/j4TF59R3zOHnpA6X7NOnEP8ePEg3HJJG5ESxn0xMrfY1q8Q86vr5wJrq/Q7XXm29um1FBkNCfsK6yxLuOXJPqrpczUVcpqQXgUHvJ71UzSXhklXDqRxZ1rHIYNiRdYfQUgSBAkL2Q2ljYCiFmiZldufVLtr3HvRjiOY558GB9xf8pOZ2FmZcSJ/qSgFZwfJmOUWn8+9Jfqw+sw6kHuZtY6tTKR8g1wAelU+l35IQiV4kGQeu4RQr0DOBN60aJNQFQ/aT4irGgvxYgFGE/0CranULFSQsvjKeeaymHxVd4HGcfRcAY7XYxv77bZ0ZI1/2jdxr39oFnCp8szjJYl7rLztTvUda5clauh1lyX+p03XP4TLv1+MNARhbWM2WmfQ08V3m2DGLLt6BcWwdPYBjOebGfRk9CIWZdcaKf/+ekQ7MfR12N5Klr+/Pky2BNJorP7BUlTaPQrXc4yBYQ7zqk5s6Id8biYnUpozGu5RRS5+MZzqtIkkNCmccG7hEWwAb+HJvij/dxIjA2sHDQltHSn5E81gK74y4fTbz6Og3+Uokx5mCqRCx05Q7G5Fi5fjHsv6VHdKhx4QTxO1vRtWGu+MDIs4xNbywvnBhNhj5PyM4YnbDb5QxLHt9ua0R2EdDjMkzcnCDpWjovw/ju+L3uCYLQA4LQKnT0aG7rL0nLsh8QMtjwTGJn5DEJ3FB3SZocpdOSTH+XD7VQhcGr/qy1ToeSjfKlOrn3RqvM62SvYb02OQ1Bx6XHxMzYCswjNLjPWANl1h0ygrKhWCFldxU0xTYVTcL58coyz7nPyxaheHB7nXQ5A2VK0jnD5MfyrwVqm9isHV6m2L3Ake9yN4y5OOmE+N7lZQCKuZk0AjF3rtgKwFGJuP4fZy5Wa26ppyzP8DQJgsgNIuGZt/hqGZv54yKlax9s2aRpl/+Y864QrKzJR6XEIiKgM6nOSX+7BSx2Wlmd+9kwC48Jzq2uY+hDnex9Auyx4x9hEtLsJeQijFbQglAf8izlD90enGGAIUtlkwxj6HI4s9ugAVSBX1+HUU/cv1PMaoke33IISpuF9uQlW3vuDiv0zrHQxtLudcoZ9nsP5VONwWaw8hyTbblBJ7gI5h6ssmv6XxLUnVVLlyxpv7tWqMJ0Zxe5KY1k90Xl6+GdPn6p1cN2x+ORrukRhtwfDpf7XJpOp37SJ9HDXoHYmwQeE0zA9Irje1BCk60HLVIDWxXhPAjhcwUCamMFn6XGZFDn6AerBei/wvj1OGDiLAkQVzMasB7+zvYlsVPYG3f6h/vqr7yUJB/n9ax734AsGec+D0/TNPj3Q4yLqMNaZcmybUkK9ath4zEZbHNYKH0dzH7JkHRmHt0JC+vDivwCXclFInV2AqlVRHOxOx1mHHTLSHd8c8mbRpeypCB1N9aYGnIRwvZqyrIYdYAQVNR5V/zN4E7BMiH2q9HS2MZ/S1XcWaQMhkW99v3WPC/jUcbVIOemxl+9FUiZ3mWreIMp7kvh5CaQxPbPKLo6T/eKltlc+5AIZvjHGOOaDQ5oIi0ughjooD3kFm+aKR+mW97wfX85/HhKRrODOOfgnf6bpIB3aIO3wMP0NZhDVeYqVY4Hxn7Nd5QSxxqxzNsVPjJdG1Daw+pcv3wg02jCocoNqq1fbAKuT74XyDlbEDXR7D5nBut7L/ai8KISJvZ4XiBQsBXl9hyaWoSq6DiTxgLUKJeruxZAJeHnec0ZHxTkMARzjFx2YHfzvPqfSMyPgRJIz5PpIaObVkI0aEJql2ZeiXrTDTx3hKwPAtGRvVx1FycvNk19D7VFq7yCIF/VdjWffchg7bq36FNtH4B5jVJb+Spy3AcRj5KymRCybWGXzyR6PlHnW9AhKZP9zbmHNm+/05oUraIAR9E7LkWZpOczScwW3DThPSddC5AMNyy+UawXTDw7VOlLi7elERvS+f2U33o7BSJj68rqqF/HjsSfnszvt8LlU9D+6fUw2B0K+MUiQ4M9a1uCtn8184rjO1NHtGHsE5rxIe+58Qyygc4k1+5bj8ZrSVDzq2IsZNPTI2Ptthqr2H+vi7SJWr/4DbreTJepwn8UYpSm7Ns3yxnOsiiz2Y0kZQ2lCaEiWl84Om+hEgCC/nkBywR2VHvAqFeJok8paDjao5bNp7cLT4g1PV/2CmNYp23O8rat93xXf+IQcLshi313GNORCj3nqAfdzJo/zgthNqbk+vrNfHdr94cHA35XOcnrPlz6K8hfXwyJbEuQ7tWobz0+OVvHDjr5hBA/ycimXDAp6bSeU114DnePvggU4A+ibVrOn+xzqM6YDtJVkDZcUSgmWXQY4fZ7jf9omezX/3yHmvvfqjMjn5x3pezMAl3iF2cLUb80L/dvPvPC8re5lNQ1r87dURfm4p5JtCE1PfWUy43Y2X48iqqsrfPMvdUFcJCfIRqNH6yelLsJ7JMUie028z9p/UPkHPYQBsH/gkP8hngE2FX5VtURaTOtbIdctlT6h+uNCosrGrq2rHxwJ0vUxt6nxUDwCfj7ylfsNVZ7cd6GT/Pnd3UC9HOHpf9sJ4DLnBgJJPyv4ULTDsaJjxO0rHA47CXD5ENRalNfp6worfeC3AtHeZN4IVFKKhfMKdYUky1MxlXDAcR1MOyeHRhaB1GIdXxvf78C8/y2+54HdKivX4Ax32wL0gwz9hS9S1MG2jrYVWELsN8HU80yerw3Ymhxgrc7v9beTU38oDEb+sjQQHAJwLdI32Y73e7E1Cte8ddxNL208srlJeabUXgLYh2JvERWejqSo05I4STQgc/HDXDyDZwj0CE0OYvvFRiN43pGJ2Bl1RsImTsqYG9Icu8ri6l8MzvIAa2IlkfIIdgcltrKoLw2GcgQAnedsF1IFVTODnaHO89oaGxsttVHKise/TZ/KMmASPr5eXrgGh3VI9RBUFJI3IghPlwuopdh2wpIx6N8AAOkghVNz+73cr59td2rqfJIIl//JUDstbQBzFL3pUDQ3fa3PY0PLrXTxYM23IQmVGpudPO+Bx55DtisOL0j8U+a+i8z2yZQ7cOyU4VwhikfNkKHEaODAylLLUOcfWPMkvVYVE1G3QA1FhMv/yBsePqloXEuR08lfl1b0wdeTV68cgxM4YPvY32iP4QaAQpBF6Dk86ATNfwl8UAdkgEq7LzjUwvmOp2zz/7bj1rI8zd/Is4DozXBGPnw9JcmB/EdAwx5P7zFJsQ88/XPqS6BBQJE5sUe/AoEYw5uHoe8tQN/ufye0MGLiSSI3vGiqZKSCQ9eBolBs7zHfnJPnwPZK6Pbm2KuAnUr87ME1CsMDB2ZNNphIAH1MMbCdhDIHLZBsLaQfVmQfAJ3TeoPD49/6ftkM5z4mofByU/xpnef/psEFslK91WA4EbcLPhn3l+zYMv04jL+C4JS9z7lFJkq5ormiM1TXx10zvav4gPwd+akBqYrX2JcIx8qGrsOaZInV9rpZPAYcvv/56dtZKYxDHgnwH9wdD0CHdSdUoh04cHIIqFzuAUohJPpV7UFWQnIOZ6RhKoSbgLUf+pYGTeUIATxCWixkCgyfvtr2j0V6qwqOL3QpjOPdYOf5tRLtmVK/drJa3pLulbRUoKlnryd8x+v9Po5jVfo8l1zyKLn/ykFPYX+mUGWWJVq1OL0B12Ga+FvdIphdGD7xuwXkoG2/3WzliIu7kvcykB515AGgG5UhXgOpxQZXyHyTUcml/Y2w85nMe9zred2j1jRHLjy15ALOxBEnqeCo/T/liz6l/0m9+i893fUNQZSntuzIoNm1m6hKcLSvUJdMTGCN/jU14gzLwQI5jdJBxzAyXzNPHZrTzX/It3/SE05MfwQ0cOO+LLZdfi/z3yxfsXJG4MERAkY/Z1AVGD2q3Tha4uXvCTQq2nQJwUMNDNB3kbldVphMmXivq28DY57+gp9rPZu9/0sN/vZYN4qguvSYcrjrOD+j33OTEztD0HcKS8P9z9ZmEId2+S4bCCNrfGAKQGfluhVO7ySHRdz3WDNiFzGIDu7PdrRZmQxiG6hrhvhTLenmrmiJzRT6DqYgwnFECRqHZThJQhNRqjUv7f2aKBTG93z/NEC6j63setRQf3k7dxuOrubkOGBPEEOBq6kz1s+XVcxx0FhRu9vpc0mC3K+MCcVmHGt0tJ8RtWlHvhGFgRLug+6LF/+hV8Az3U9RqHMQ3y7oV4OvCq899fLVYb7TOV0Go6qzv362Hbvj4SgLgx9b/hgEKZdoH8jakjGpto1VusJCMFw0wOX6eFNBfpNqs+Cd7j/1j56hujermxBvGfiHYaSsCex+tJEQk0GBGqyJpw0UpGLIXjosVercEx3FatjwdncBOhfJfq6vqALx4TZh9dkbPA29WwInL8KMSfuiAC1DUfO2NmAJax7EOOIgUeVtm4a6EfutqI/aizI1Pai4UX1m+6GLyToFj86tpGt1PUocfm2npQxnoRayB2d2DlEA31W4zlshyq7/JgtudkxgFwLvSBrreb7ggicvD942+Rv0lMK3FKHM4pPDOswtm6HsPPD13DaYLlDKd/oHJpCybDCQKLB52MRzUreyThEiCsuuT3F/xFMEinUSV+UJTHdWPyEvLdKgb6sPZKpmdUykmV8gxAvh2e3DEQFX+WZ6nRrEDZuN8dbPwfJS6wEMrP8Bh6h7eiHH/872OhWKwNhdvEXirrMut0WHfrGC3YFLg+t9CKlTcdIQM3nve9BlRp9atDSYn067orNDOh0E8mgKC6ggRxxsuSm6X+qNNkd6LK44GaceGvS//BlyEjsXA4Sh7e1FPeS0kNNc+VwUnXwhsUSrpATUIYOVYOvJq75ViwQpChcLFDQSvykUhldLIqicaA/G8qKB6++rPyZf7a+5+TSMDcNLsnXZa8dQPrLQFSlRmItKaCBFecE+sWcAQfYoj9jAnbdnKiS/steHZ24patZnPQAgcOTnk1u6EkbPwIAMvj/4wcm9LItu9EWXDMGCc1/0AYFNtQWIsi5YmJg4cqPtO59CX5abCzZ2tsXRA4F4OgtIvMsDQcJjToxli2pQQGuoBvYzClO5t3mYWsmyNNapd31TXp8v1CntdT2MJ529K9Ix33WEMZ3ugQEfnq4YcHJ5qAu135sqTzQ69wgBxkxNAdrwaJ7VfXldMOIkvn4BJ4mSkkAAuLkIMFt+eSMXFeVveQSAs0Eb2nzDWT1obItc/Hmua9ue0GMIanpqucX6EDAKEM9iLou520CLH55AvxYpGwacqmkbq3aFb6y7OgbL6LoZcvu5eDfa9V2asrHrsesitMb5kAPKp/zznCfFYjjcgCvwRgaplIJodYxq7bBT7w2De/lZ8zLCI1PdQrTHhL+/LTNVAQOoDQQVoRlYcPcpUdDDex0NfyjuAYx8Yeys6dSserYQF532CmjneOIipqiLgglf/w90MgOZiEBEoIAvJZOO7xUj9Mk1LLBXkjI03QfVCFeis0aYrD6qWaXJvtmtk0uDBBCiG/Zv0aNw0ZtAMfDYD1RkJucIRYVJ0jLbdIKvisImQ+FkTS7X6ejG22eQmPNvcZoI+GITCJlhLl0B/bvpXuAg5+jg4SwV4iLdAtnZPA5JktunjDEfNaHjubd1JMpw/1jpb2E0/ESIBm8mO9EGVQXrmD/oGhSAMaD97dcRG0TdoIr1XsqFpi4lrKxD5Sj+ymjdPc95WXZWdDZdFuGeUEnHDx16oAg3PwUISpViXKWEjB7Ff5vjh4FCNvGmDKsW2J7yPOvtrevu+s9alJdSNSq9I9C9yrAesn0OGCStsEnJKukS+jNPDGOpbu6j4ChBlScQ3wDEw8nmU+SVBEFS9xuFKaPoQi33DEoOsDHMqTTGIENs0SGro/loE2R5bZPrNKVztnePob25KJ1RUZxx5ZJowWjNagiCphPM/DMAT0hH14raN/ldge1ftKc1IEyjwRS7LAAtG4X3GLAK8qw+fvTjKBV/uJkzTq5i7WUKm9Xd9DJTzpebVTmeQQkjLBAp65c7rdyKgjvuiGZdqg8NraSr9TWVehEbdUTyLLMYH5Egx8+EaTDZQJsy6P72DIJ1mC1x02SiZd0klh46MHeY1rQ8zdSBNcp0SMEe3hBfvLfGYNRf6kH3vH+X0mKDTSz3dCUW0qZoQYIfe/ZU92LyS0Oxv5MzV/WR5RBEKZ1c2tFvO1Yyknmr9+SdrN6NRTTu00tDCjWb1u+RtdfYHCH6I4FbYEWvXhl5JOt08DLBAnD3Ncrv70mwIqosK8g1e4p3dNecft3vUPP8kikrkoWyR498LXvUDR3gmicsanaE9BhuVTJ7ugcy48QUThCJpo7lVViq560BN9Q+XU7ZsQzF7GeA0g1bnPK25sbMyFDYjyK3XbSkoQrYdn6eD5kfjPhe3EiZ3M/SqoEqBjrLz85ZKiOZyNuMIzl2ExsNKz6yql4zdOBbMTbbp5TE2aBV/u0jT8RO38tMrPvwQnnW/AFQD8iTK9ceNhY4zsbOpTXiozp6wEiNxLYPlizCXfqYx2BSNf9J5dsaEIvyMkdB3qbGNTbXGGcTPRjSWbfO+qlyHFeE2oJxFPgfYk4LoJ2VZ4Um0Q+tvDhLnEvjApkhWcGvXZpfTopQtTNVe/F/hRiIe5THYjjCJsVbLgey3YR/C6woG36MNVQUKlMS6B+IqbND4+r/oJIN/loEO/hCV/zVODq/g3awrrpRgRjPX9PYs8xahJzwcOiInngT3ROWozGNFafsHa7aES7zAuhB+2fm8JUPkjPiF8tBt3/JNnGdvX5UdsBBHy0wJDFXWzHL+LwUaXz+gcHuuyhudTQqycAuNFChdbDafoFeypoNtwb1nvh05kZJ/S9sT5W4dvMcnHuVRRAeyQgm85rLc/uNAWe1fegkehGoEw/kxLPAp9vfCU8t+v/+OMvGCtHGzxMtFHnw9kNGxgqvlP9uL6/4rL0B0o8oy7Z1Mr7aTEDfcAJA3k3y0CDUseYRfrHdXfpcBJEbmLXFjmZYJLiR1o0pfEtnsh8mpyT5l9nAJYYZljCQCcBSLHKdJab87hBQhWEdNk3vZIRBUy09ubpdcfuVljDvhyuGWFC+KNlVloODOmaD/Yl1pYp0H2F4wDX9Auz7GYOh76qxu/uODblNMI3QYyZ0fNefjGI5hxVu2wSA3WdtscNKwJrNrIOaU3V0aqImY7mzAZOfGOfnQYkcYo5SXms7o0K0iFGijx35RKlshOfKZPZW5/bmrw9DtkFERC23s6Uo1lcDEr+s2Y9Cdkf7g7SXULmjfjU115a5C8WBc7Cm1TxeZtsK1Ogr33XCrcxMhCRKRGVVKhyjWM7CCydtAIxhYYrJOfpMIN5aWiwqwTC4kZkAMFi/uK4T3P7kUGGIPzcHkCERU55VM5qTt7SmBgWBR9xfSxeN6Lz5J9/B+Kg/O9XfaIwteRaglqQt20QgRjMh6/toZjm0ZBRcgwDccC4kuYJ6KgYVwjDm4CAfIlaqhWqA0Hsl20BA+2qbTHazap7Hav/CMxtrz4wlfhSyk674POuUsoy1UqWe1aY47O1c1s/DO1llDC0CdhTPHuvTrMMLeOue3ybnd1ZuJHaY0HALyQM7n0XAHyKf3k9kq6HE1h0XGslpj+t3ZjVy9RTinhjiw3v5s3iankz+yo9KHUiMyYdiBOUSpZCCEstne+7OG1RYLq1i1345hUoRyPr7vAKFQ4tzIrDQj+lm6PdM+HNI6yZ4ViLmgcGusvhBvHPcTpHYI2VOYX5wYJUFGmaBPpJyVQ/LufjS5M3pLZp+TK8FOY6C9D+QJ8Xc6q+A9xb8yfatpSwCdHbJt2YiHvjRejFoGGSo6HNcE6NIPPxO8QlzR6t4dMuyj5qZpZsq1Oh+tJ4nk3gMNlBV3yHb7VxUoMXzPq5mK5AohpL64Z1h686o9Xe2O49vPorOovdAU2mCZBm9OWDWlhVSSPjPme2DjluYCdg3qiw8k3ny1p0+XmpWTN4TrhHdZ4TpwqAh1fgJdLcnkKlTi00ea+bQTZ0OCyWjg9GJ5hXtFrCV5ePZ2xDbeQsXS0P06SZwk41044M5NQh5IUL5fu77l/byNjr1Z3QByv2B2ESVaXWfwVOf3FV7zn9RipXr6NR9Ki8A5TK1oydEqgx6XgeQmKuvGGscoI3x1pX0C4T5FHdS/HH1N/p2o/yzIFOOzXxp9tYbpGVb1nVABBCME4hBFx9UF8AMTf7yuwxtutcbuzFfgHcz0zzHNMvoMZmMF/T+v957QIEqMSX6ePn7DzMDtcymbm5CZMYo3k2we0Ob1Vricsogy6epRmwhI/eljCk3mfNAmGkphgaEmN/EWG/qSachR01dh92Cl/ZVWNQ1PnOdfbcT4Y8PfgG5KI44eHLi+KnbpYvNPTxJ2w95XBWcElDN7dSorO6L7Ajhwunwz4XGjQaRi5FNEZKPWv81RTvAhNMRAWSV0O++kaYXC8nP44os6HG+APf+nQkuHD/gHqAOJaqP68FLj7CiL1AzshnXWCy/vbAsPIL0fiB/3cKdFNjKacKPBZ9hj0IpZ+079sAy5hKrMKyF7Eob6s2PyHTQIh5k/49hsa3f2hQ0r55joaOpozDjBjfOoIiv8zs03eZgz9gC1pA1C4aXyfRuXtt5sMngXKZRg2xrNYKNrxh6Slm1QIk29T+yT02b3ZFk3XqubuFH3wvHh3MRjEgn+k9+iecNR53SkmeYch05conm5BxHUQBn8q2EHKbE3H0M6VTTMzFrLDWwXdKKpTSiztzGKe+UM+sYHhI6xC0Uq136pUtgW91JUyMvJTnjEZ0TC6Hw1TKHqF422W8BbAh4aNdiGAg4idUfapW+6xdbcfPRiu4Iu8U0MGbU4NXxQC0nln5sMeFsvkNVmOeyBYzDG+1SUaHe7RC63mAMwoHByH/wur6rp3Sd4JN3qqb1fv2M+OfGdcbfzWrh42edzAaR8kL5Of4Yl4DUzgXMVd3vnHDg6rzU4PJoM6Y2bDLD159BHynJJJxGJzNgD6YeKndCti4XU+GZBQraWBeGz1kNDCAyeBqrJ3RolnIwy3U+X8+gXtlc+I244j8+SGta5h0vAZtmsPBNR2VfSbWj2Hp8PvTAVgzjneHMOz9nhZDDvRXZPYQsKLCfGhLzdsZgegnzOl0NSD3zlrZJJX5bscTVpnbCIfscY/TB+MpN/k1C9ZRMVj/NDySOEC/lxeNz4fT0UvlaoXTILGlDXCu2LCAObk5BM2GaBOkDuP9GrhuG58yRAd1g5+iWMjoC8iRmkMlSWQlTY9TC6ILXAmSNh3K3ACSohdWKfguVUddPmJgkNRmff4TBlt5iUVpScrxts9Neru8UWc8LP5uKYYo31Ib/e6XS9O9XnJU0/m/spch0zvvmkbP66OjVMhFxfhN327MTCOWN4qOjdCU2xS4PLsCjsvLnPKB3HkK3aXju/r+aziitM+3nX++q+GT243MS1kghjSH7Grsc2fGyUjUSEBQxHohW4uAw61LD+Xl5LEM0V55bLwnM5QoPIUN55j9DFnHKYt/hPhMb9hMzWj/6kmzbLWG9J4LJJMJ9xMJzGEudNyBg/pAs6uhp6NeMF3WGVHDcmF7V00P313SBbkLDG1sm2LN+u1fzMrKv/RKjDT21oy1FDB0PcasbBywghwBgOvKVlVehO7VxLVfDkVr3KG/1ZyiqIf4EnvJl5liGe8SYDE9AhmdvMYX2aXK4GhAiJoKVdyG56OUCmjFoVElld7XFdz7g8DWOIDRVycZTEzNaNAELqiNTPDLIPH/ZbH/q81Ci+hDCTBOcXBiGZZnOnqRimn4EzmuiD1GaDxxGcGKuTW5SGQMyGxgrWit1ETWSBAMXiSATufwCYXF7J1ul6p/KbpB0T2+IRdc7fGggBOpUrz/RzctjOlGVv8UZi2Si64FUqzsRXONgYAgznRLaRzLkuI4iDNGEF1rVFF3e7IdkgC3i2Y22hU87zRq5A1VMdaijNOj1Ot5DYd11lL5XrFgvuCchO6X2n/v3Kw2aA+eUeau09AN+nT1uYm51Ocb3OzDkhDEFDA09/1QPRreRBvxP+HzlYgSTY5A6yqUimEkUD8oquftRE1ujLEe/D6cD74waqLSssraJ/MYjnlX3bhOefxI2ejvvhSsNPtMV2hIBieAXFuubffF0AtU0VNEyOaS/gnNHrf1qiLelBMryIRGXWXQTZwYONpRFTZUxlLUg8YnoFjTTJiSbCtMNp87sCtgxvSda68lrC3AaG6jIpkEKZY9nr22GItUkMOEeDROgTi6RxYpSuKMQnrGMo87mHpqW//eHov6C/4I2K7DXs5GjgScOtx+wC8M9fk9Hava/P+HfddTVtPr74dnAshZSo/Af79y6ouHZD7Q/s656AMYKeWawCh5qVq2GH3FEi1Qi0LfiAdSMUIBRjdWnvVH/s8dc2J28ffJ057pqVIDads63lhw9FNTfz8UrF7oXH0gb/FTUQbuhWKI7I5kT+yKH6ROXk44guWE/pVhcIWmv8T6rusnAYVyduz7hAAoQCi2p0OvzP6h2dY7hQbPB+hrp6V+WKQQ5aPPjjyVZY2rNBlBNlKPNP6Pxwxj7J1F0ZjhjwqURatIT0bxqj21fRKWsr05XpAMPFltEizsfMuHoop0OmbFeTDYKAsQdPqf/a9VfQh6XDm0vpQjRst8ecEftC+qvv1ngFwWQGq7pbVuhhv7Iqa0DHopsqxBp9DQtGAB7Ajb28sH8ZACRt29867Llgdeum7AzKBFN+QlFfIRFAoWiWrVNaAaul5yqG49M8B+kgtFQFVuLowHQVhdNr7qKPyCd4CWIH9dAfL0jzNcYPAN06zJKeuiShALItl0iRBWvQmDayo+T0WMYjN6MjqHelLePLnNTvQz3H8felTNwvhjcvX3mKaYKHzIwWOBYve3pO2JF628M8myvJvf1J2isMd390Om35snNPnlFm1ByX8vAeCaOK0lqCByadYGUvjAZopWPlPpUx9PXqr4cM8qDkLBdZgZL9Axbn2LQeR71vX5TvFF4ynbxpJ0Y+XFnSRGnJh5xI0wfDptL84tnGlJP2ZETU2USUkW4eO0JbiOqGuEuUw7zewXkxxVLEVFUhVBjw+v5qfGkAZfggPJXZkb6uCy5sBwzYy+5MjZWDvNU6l/iggss7mKarHluGFiA0L/AIRQik4wmGHXqKLznZw7Y4OsX+E/jXKH7zDNSpx9eymjz32REWdus39Ki3NL/gxFEDRZuqcJvFHQsAvfEl81hdvvB9a4A9Br0tlrW6afVkXraS/FLrK3wdOeFo27zkcqd1gIG/PX3JF/5UnhXVo0uLW0oHD6ZAGFij66V70eVPfm6loK3PTFN7pTnqNaRPbThP0MXDJEOAE0avq+rlPLDAjO2jmxf6Rh6ULnSrQGu0hO2OseIn9zdjXKGltSb0AUBtk/CKdKAX04q8jVa/tcA7Z66vOL6+KYdCB0a/TVp3kVeSfp2LwgJ79FqC4EGciQ64t+ZMUcpbaJyqRY8x9cnn28JaIDuEZ0yYXC3f4bjT7t8Zh6PwuC/sH2HHBDC8wOA9Od71kb5J6Ytc2RfDN79VvSCG/qB4ViDVuGAeDDBwLVlFgv6WaY4t9S9JabED7xr431en0HxMXQkg/Utu5PcMOIO2YaX//BPha2BX1pSHn0FctwLJN+hHsVLcEUn5nTTWQLKCRGJj+KAj4iWSsh6eGcfkkfMrZ220Nc9Xxzq48he7kIb4OcRqCkm/XdZ/A7kVqbkHFXy+mqnGcrpgpGGQaT+UFTdgu0XwE+agTEGKPZVmzo6W/fYBtU9E09Am64EBda5x0kuz6wO8i3+Ee/w9Q9OkTzhLGTBqg4jAggaZtqHy3eZD/KJ7DtEcRb+UjiZV42xq7naOMuN+kg934IYJkjoRROdfKSqaIf4FFEIovBhqYAnabCLuFsvkb3i320VFT3k7KmQxwXK2YEsqGlM+LB4oKeWyhep1Vyn2PpIC3t2l5FkZP+URXYa3MPhgAWWQHDJ5+CFGmmhHU030dBa4pKDIHqmnizal3/3WyWTlGkS3Z1XOu4WvwHh8gZLfmWNLAwgT2G7Vkfs8s83UHXj7/97c53AcygPfu8YhNN9cyHpwSqzOhmeeHr9tU8nU2NxhaMixYcysZj9EG5PvQgMV76OOn4jNLNtvu9IOPpGVICYDQpBVsvESuI3DdSgduAugz6veDxVKp2hDekFqbLaEp/WYC91u/5IJcoOwO1wtzj3Fea25OcnhdHlIm8Kwy3pZEU+gEyooHnbN73+LanxN6WqPcu/8PH9nEUbHaqyI5+3njoj/Q8/HvOIYMRO003HBxBpCvLA5Kq3G0s7M2Q1SOlVNXJIErH7uKr5re4+f4Nb+86BvcgfdiV9xj8qiNK9g5kEQM+CEjdgd0EAYmhmTlFaK8nG8cnUAPLPcoSq49qRwWEwZYd/O0g7vybS81GklkT4espmzVHpvTubK60b2S44LhIVI4nJNFYs/3fQL1tXg8hByrhgKYbzV6u4yU/uD/5o4QvsldqztVRCrSpHCGmyVzW+R5Ud3HW+IAqdL0zbcVnyVx0vm1ml3Sa/GmkuX6URUHKbfGvfLCh8m9TFa9L7gq4uYrLQ0MR3WNgh9lpaM4Qj36jXlYgkjOmH4oTCB/4oECJcSf7rok/F5YY3UkN1gkDgfnThkxQrU4zBlYzoFHhCgE4ne4OFnUp4UVB7EGG3DAIpvSg7cLMjHLJIbPzM9UuQnok2wFJ9LqcmbuFBi3IdUFJ8zy1JaYbhlcwbYKfFELNJBuCHw/SLAnUvXICd5U4Nzq/XdYKzmLdT7roXRWoo+oWmf73CBG6XvGidxrSuzgVTGncE/6Sv8j6zxM5QF0prM20entmJ7NZjCbrYhnX2Ugs/5Rjr6OO1K3NN/VQHJK05DnbjZJoXnsCLzAzAlwEILCWuRo8cWH79YLkFVrUwPpgrjp3tQ+UztKLcwUCKoX81nNasOVmUCNRdu4bFFqegonfGczH7bq9sMMLhdDpgTju6D524h53OV/Va1XMAa8dlnTTcgWhmBi5LqvpRNHP+urzbbjl8XYsDETPeM1ouavu/i83FLsQcZI0KoYAwQ7x/W+MuyKiCMu06kdyZIniP0wpjwfqr343N45V5YCGkfrDxGxe5sxh3zLK07b1CTy5ZZzlGZ0J0mk3FrA727kqDS0Frn3nM4vfvXMStDCCBpGbwCHHHaDjoGlDo5spciB/NlKlRahRZsGXfE1zd/fgBZseGtwPk2U0vh42uasirXKJbyK3n0gJ8ctzO7e61i90X2Tr5r7oPD7l6d/5nX1DL4/jjGSmvLZL9JEDa436YTgZb/wvAgHiTufG++rhTBW0ibgYxGXHo92z5ke6ACeEo5wkjuYgT66+fSGXjcEzJ96SMaq4EStWG3idFI1qmpuWB0BDjqCd2zv1AtzoDgitq8odHy9VvN6r7b+VDAfeFC6g7rppMaXQcmCRKnv3F64UZnO9LqW8NWHscviqz3r2i1G65/zqfp/ZLYP7tBhWTojvI7A/yjY/TwuOXMJHk869bh8QKcEjRTN40YvMup16BzLe3r5WS1ri7Iny4z3ay4Gifhk8IsHBmgjy8qMqeloWHvJmfSPyFAE0CC32+tCWzB/QaWBEPZ2O/o/qSXKfez8tEDB4szlY+XumevM4wOvik9CjYIK71y+p0LCVSbZkZqUluErMWnTlWjRsFBzLYUxF6tyEiW4PCyBZG0NKw/dkqAiwu85AOa2u/6WfZEXs4+WY3Jfi0xIAd6IeXS6FJtsRCynFfLZExheoHs8QAH/6dLveGEFcXHqb1qchQcFltFeiNLKaeH9LH+SRLe/uowQhXhfECdxzLm38/t4jcnMERh8K/OecKjhWya0r6WSoEB+bRlmPR2PyYfF/khE6PWSJ8zTQK/A0Jg6RgRc1Z2yKucIV7cA/qFRD2O1d/cy3pqynLpIosM1rxvVPC2l+xEqXUEVvSnR61B+Kx3b86zTCsOGd8gOppBhH9YLKBKk6/z0uCjlA+ZdJbA8JTx0/m35VDaa3/YPQW1/nVym+/Ox+Ym5H0/Jy0M2rfUWbA0+gIn0mQXzv5N/PwIR9y+zY+CbxKmrUPLAgw4/7zLgABvkXZ5IxOTDpnBv+9NtBn+5f/QO+f+KpMkQymyJjuV0c+uIgm+n5vVN5btNxAfOQQcXhtVUrKE01txNvHJJvBZQuJUvoTWrvSwi38+A/GTyfKptq/L4dEqliDIscQG5BHHsIKZolgWaIaITbXJtcO3SH7p6819CQ7QcFyb65DAEZ8KRpD1pbsQ+cCRdJUHBu5KM4KoHesu+2hOymcODOYRGrUcKKfDOVhga8zyB6JAGwRj3YjsMqrnIo2dGalJPmCsNDWuOHH2c7QC/r46hrEQ5I25OWNMhCLiiCKAERvxxxt8nX2ANcURZNQcD1L/esMdBJ851+T5FIMQ0qEG30zPZDwxPc4knH/Lplaas9hY1wOKFGRAasuRw752qC0MZIG7tne9tssNHjsEqe8vQI83vlTzwc1O8noDJPPxhWcKnICf1/tgUPp1BXSC1kMksd4yZsAnzoY+rb9UZb7uSELn4OPHP96PiFRZmHHC+E8aoCt0FYnqVITdKCc2UeSeJE4Hj1gNe8HrjYuuSLpdg3vvqGuF08r+Y1ll9ChiMqTm33EffhmTqRods0I1ddVVvZVYn9gD4CKVw0t7e7VNQTLr+A/hm4JzcQ9Zx6JTXSfSxmPKQEFLcQvyGi+iupLP4YDaSdj5QimwEYKyOm/fCK/7l2GWdRxjtkHVBV5jy2wavDB+xC6auiu0hRixJ8vl47db12NXmg8M2zweqXSN4yTEFwCMaEYt4X1N2CgIA1IjY6dfkcs0YClaUE3RQr4HwYUy6TTgzRnTVq/YYzy3Ge+8i7U6I3vLezAc1AU5PiVkkCdAo/TMG1PzAgTGfLyoY3cQ6AfZDDHUH9f0AtYZDqaz+OUo0TQDbmPd9s626ZBOXuG29niknYYIAINL+FdtIHbPI2BiwfPAGTgltARsy2mNtA2mqrlrRB2FmIQxDgyrpbpWMW5+7JMBSn6LSU8Ih4yhYNaCmIxVP09VTOfbIRHz5Gag61Pivw8M+2j6TxwkccIxqNQ9cJ4aP27z7rDjqo3h+rtkqNBf2Yygt9RZG4pRBuliYYDOoiaCC55qwsTyJjYtieGFKGA5aJ8Cg/1w2dh+MkXmxdQwDlsgH7HtWDWm5bplYqmrcmpyPFrpem7e9/O1NUfnqkmMzRkJsI4HpfBglLziF1wPo+oviMPOoeTZ+So4KYUq6sB7vCm/keqUWspEDD6q1u7UyvMIItG97EAD/u7LGdx/46zOMJRqkdsKG/HG3UZkRjeGQoHIIQcsaucBWjOkj9r7eDrDlbF0muuaC3We49mRJKagNcu71Wttez4z5hsdgXLMyQtKqOGruhFSKacpWwdATWyrFJc0xU6G7Ci+T1K22FP7Kz8+N+hc3rDAg1eYC/tcL5OY9Ywhqmz6TnqfQD4tEjXfPWLbHgYg9QvZBfGqdAgHglYHQXdMZFFdF55R0EuF18pkQkzZSiVrM/JHUjH9/pODoPnWL61022TS59Zr6sy6Q4wnAsmcqWXc726EZ2iF/g3Ex1qS0AjqERMfdygBKR7MTkykQd6MA29iXipJ3OQNeuQH24yaq2xLHzdE3EqQCv4i/Un/kNZE4TyJtl6f4QHiGEhGY20GjTIBh2xS+DtJv9nYADZ1gDUOYO2v3YKSosm3Gj7m5KAiC9U+0xQ6Z31576BfX+j7hQir69jjr9kuxxeoJ/Qe7kKtqkmgCzxUrVYz8I3p+QIg6Nb1qPG5wgD9wPNhtmSwlT2OWqeY0VaZ8O4U2bby7OxuzmoRJeiGIHuzD2XmMaer3sYaLkKyOCvxd8PCN0/NQnUzuCuMe5cgGnZ+ifYbQEU1iTh3jrGsSw8RUXxEAe90du72GvAqJQNs3f6jmlF84PKlVavNZ002AOn/3rUyY+YdgoL9qeyitpwE/V3WBTHm0GLYFYt+r6SDEQYyDKwmJ4D1soi16cnbOLRPR8309bcCS39FapizyVOugbM0XX5DSFaetqJvzbx4uQcGXLqeMS4Bjr3+3wNfnI+vtwJ4JAl/mmUWlWIZmmx9fP9YQHYH1NiCY5aHqr8FhIug0D+qYy02UGyg+dyO1VbOpAo6n5aEqrhtvySuNEwSWMPy5fXbnEMz0aTYgwhVOa4f9t2EcGYDdPlabdsrPoxCeyDbmwBeDkj7L989RuAerBArRBY49KgR9uOFe2zw5Dr4hVyuacUTQr5I7ikPlwa1s8qXV1J4rDQ493uOuUXZg6+Mmfs6HaWdQyjOGfJYoeHcwc/NU8LEzrVsgTzA67TKc3/vxRusCxnalG38NeJR76BuOtVBtnRpVqPmvl8SqfUdOqKUypZHcmAciZMWTXCSSrVMczjc3FZbQhPxrBGn0ggi9+8xQgS4L3XzzLylYS1KYx2xUQwEwaouCQvnjxbI3O0BuIk93ukBz4iAbFUqPEZFCxzfk+5QPsTU/1jHzCRHVEgF1cd12urobzcUwgINNd5QHdeKqhFyv3w1f1DpbJA1CcgEkbwzwOUsWI3JZhUql6dt84j2DUIGwI54YAQ=="}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":739,"cache_read_input_tokens":58987,"cache_creation":{"ephemeral_5m_input_tokens":739,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"f31dd46b-e97b-4f5c-9f2e-6dfea97e3fcd","timestamp":"2026-10-17T23:29:27.001Z","request_id":"req_011Cg8gEZ8oMEW6C2Tc3My6v","thinking_duration_ms":52781,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gEZTAAScrHi5zWZUr9","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Noo7p173ScgSPGUMzSuNhX","name":"Bash","input":{"command":"cat > /workspace/dev/v2.py << 'EOF'\nimport math\nimport torch\nimport triton\nimport triton.language as tl\n\n\n@triton.jit\ndef _inner(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo, hi, tok, shift, qk_scale,\n           BM: tl.constexpr, BN: tl.constexpr, MASK: tl.constexpr, WS: tl.constexpr):\n    for n in tl.range(lo, hi, BN, warp_specialize=WS):\n        k = k_desc.load([kv_row0 + n, kv_col])\n        s = tl.dot(q, k.T)\n        if MASK:\n            cols = n + tl.arange(0, BN)\n            ok = cols[None, :] <= (shift + tok)[:, None]\n            s = tl.where(ok, s * qk_scale, float('-inf'))\n            m_new = tl.maximum(m_i, tl.max(s, 1))\n            m_use = tl.where(m_new == float('-inf'), 0.0, m_new)\n            p = tl.math.exp2(s - m_use[:, None])\n            alpha = tl.math.exp2(m_i - m_use)\n        else:\n            m_new = tl.maximum(m_i, tl.max(s, 1) * qk_scale)\n            p = tl.math.exp2(s * qk_scale - m_new[:, None])\n            alpha = tl.math.exp2(m_i - m_new)\n        l_i = l_i * alpha + tl.sum(p, 1)\n        acc = acc * alpha[:, None]\n        v = v_desc.load([kv_row0 + n, kv_col])\n        acc = tl.dot(p.to(tl.bfloat16), v, acc)\n        m_i = m_new\n    return acc, l_i, m_i\n\n\n@triton.jit\ndef _attn_split(Q, K, V, OP, LP, Sq, Sk, chunk, qk_scale,\n                HQ: tl.constexpr, HKV: tl.constexpr, D: tl.constexpr, G: tl.constexpr,\n                BM: tl.constexpr, BN: tl.constexpr, WS: tl.constexpr):\n    pid_q = tl.program_id(0)\n    pid_s = tl.program_id(1)\n    pid_bh = tl.program_id(2)\n    NB = tl.num_programs(2) // (HQ // G)\n    b = pid_bh // (HQ // G)\n    hg = pid_bh % (HQ // G)\n    hk = hg * G // (HQ // HKV)\n    TM: tl.constexpr = BM // G\n    t0 = pid_q * TM\n    rows = tl.arange(0, BM)\n    tok = t0 + rows // G\n    hq = hg * G + rows % G\n    rd = tl.arange(0, D)\n    rmask = tok < Sq\n    if G == 1:\n        q_desc = tl.make_tensor_descriptor(Q, shape=[(b + 1) * Sq, HQ * D], strides=[HQ * D, 1],\n                                           block_shape=[BM, D])\n        q = q_desc.load([b * Sq + t0, hg * D])\n    else:\n        q_desc = tl.make_tensor_descriptor(Q, shape=[(b + 1) * Sq, HQ, D], strides=[HQ * D, D, 1],\n                                           block_shape=[TM, G, D])\n        q = q_desc.load([b * Sq + t0, hg * G, 0]).reshape(BM, D)\n\n    shift = Sk - Sq\n    kv_hi = tl.minimum(Sk, shift + t0 + TM)\n    lo = pid_s * chunk\n    hi = tl.minimum(lo + chunk, kv_hi)\n    mask_start = ((shift + t0 + 1) // BN) * BN\n\n    k_desc = tl.make_tensor_descriptor(K, shape=[(b + 1) * Sk, HKV * D], strides=[HKV * D, 1],\n                                       block_shape=[BN, D])\n    v_desc = tl.make_tensor_descriptor(V, shape=[(b + 1) * Sk, HKV * D], strides=[HKV * D, 1],\n                                       block_shape=[BN, D])\n    kv_row0 = b * Sk\n    kv_col = hk * D\n\n    m_i = tl.full((BM,), float('-inf'), tl.float32)\n    l_i = tl.zeros((BM,), tl.float32)\n    acc = tl.zeros((BM, D), tl.float32)\n    acc, l_i, m_i = _inner(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo, tl.minimum(hi, mask_start),\n                           tok, shift, qk_scale, BM, BN, False, WS)\n    acc, l_i, m_i = _inner(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, tl.maximum(lo, mask_start), hi,\n                           tok, shift, qk_scale, BM, BN, True, WS)\n    l_safe = tl.where(l_i == 0.0, 1.0, l_i)\n    acc = acc / l_safe[:, None]\n    lse = tl.where(l_i == 0.0, float('-inf'), m_i + tl.math.log2(l_safe))\n    prow = (pid_s * NB + b) * Sq + tok\n    o_off = (prow.to(tl.int64) * HQ + hq) * D\n    tl.store(OP + o_off[:, None] + rd[None, :], acc, mask=rmask[:, None])\n    tl.store(LP + prow.to(tl.int64) * HQ + hq, lse, mask=rmask)\n\n\n@triton.jit\ndef _combine(OP, LP, O, R, NS, D: tl.constexpr, BR: tl.constexpr, NSP: tl.constexpr):\n    pid = tl.program_id(0)\n    rows = pid * BR + tl.arange(0, BR)\n    rmask = rows < R\n    sp = tl.arange(0, NSP)\n    smask = sp < NS\n    lse = tl.load(LP + sp[None, :].to(tl.int64) * R + rows[:, None], mask=smask[None, :] & rmask[:, None],\n                  other=float('-inf'))\n    mx = tl.max(lse, 1)\n    mx = tl.where(mx == float('-inf'), 0.0, mx)\n    w = tl.math.exp2(lse - mx[:, None])\n    wsum = tl.sum(w, 1)\n    w = w / tl.where(wsum == 0.0, 1.0, wsum)[:, None]\n    rd = tl.arange(0, D)\n    acc = tl.zeros((BR, D), tl.float32)\n    for s in range(0, NS):\n        ws = tl.sum(tl.where(sp[None, :] == s, w, 0.0), 1)\n        o = tl.load(OP + (s * R + rows[:, None]).to(tl.int64) * D + rd[None, :], mask=rmask[:, None], other=0.0)\n        acc += tl.where(ws[:, None] > 0.0, o * ws[:, None], 0.0)\n    tl.store(O + rows[:, None].to(tl.int64) * D + rd[None, :], acc.to(tl.bfloat16), mask=rmask[:, None])\n\n\ndef _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\n\n\nCFG = dict(G=2, BN=64, WS=False, num_warps=8, num_stages=2, maxnreg=None, waves=2)\n\n\ndef kernel_fn(q, k, v, out):\n    triton.set_allocator(_alloc)\n    B, Sq, HQ, D = q.shape\n    Sk, HKV = k.shape[1], k.shape[2]\n    G = CFG['G']\n    BM, BN = 128, CFG['BN']\n    TM = BM // G\n    NQT = triton.cdiv(Sq, TM)\n    tiles = NQT * B * (HQ // G)\n    nsm = 148\n    nblk = triton.cdiv(Sk, BN)\n    ns = max(1, min(nblk, (CFG['waves'] * nsm + tiles - 1) // tiles))\n    chunk = triton.cdiv(nblk, ns) * BN\n    ns = triton.cdiv(Sk, chunk)\n    op = torch.empty((ns, B, Sq, HQ, D), dtype=torch.float32, device=q.device)\n    lp = torch.empty((ns, B, Sq, HQ), dtype=torch.float32, device=q.device)\n    kw = {}\n    if CFG['maxnreg']:\n        kw['maxnreg'] = CFG['maxnreg']\n    _attn_split[(NQT, ns, B * (HQ // G))](q, k, v, op, lp, Sq, Sk, chunk, 1.4426950408889634 / math.sqrt(D),\n                                          HQ=HQ, HKV=HKV, D=D, G=G, BM=BM, BN=BN, WS=CFG['WS'],\n                                          num_warps=CFG['num_warps'], num_stages=CFG['num_stages'], **kw)\n    R = B * Sq * HQ\n    BR = 16\n    _combine[(triton.cdiv(R, BR),)](op, lp, out, R, ns, D=D, BR=BR, NSP=triton.next_power_of_2(ns), num_warps=4)\nEOF\ncat > /workspace/dev/sweep.py << 'EOF'\nimport sys, importlib.util, torch, json\nsys.path.insert(0, '/workspace')\nsys.path.insert(0, '/workspace/dev')\nimport task as T\nspec = importlib.util.spec_from_file_location('m', sys.argv[1]); mod = importlib.util.module_from_spec(spec); spec.loader.exec_module(mod)\ncfgs = json.loads(sys.argv[2])\nshape = {'B': 1, 'Sq': 256, 'Sk': 131072}\nif len(sys.argv) > 3:\n    b, sq, sk = map(int, sys.argv[3].split(',')); shape = {'B': b, 'Sq': sq, 'Sk': sk}\ncase = T.make_case(shape, 1, 'cuda')\nexp = T.reference([a.clone() for a in case.args])\nflops = 4 * shape['B'] * 16 * 256 * (shape['Sq'] * shape['Sk'] - shape['Sq']**2 / 2)\nfor c in cfgs:\n    mod.CFG.update(c)\n    try:\n        case.args[3].fill_(float('nan'))\n        mod.kernel_fn(*case.args); torch.cuda.synchronize()\n        ok, st = T.check({3: case.args[3]}, exp)\n        for _ in range(2): mod.kernel_fn(*case.args)\n        torch.cuda.synchronize()\n        ts = []\n        for _ in range(10):\n            s, e = torch.cuda.Event(enable_timing=True), torch.cuda.Event(enable_timing=True)\n            s.record(); mod.kernel_fn(*case.args); e.record(); torch.cuda.synchronize()\n            ts.append(s.elapsed_time(e) * 1000)\n        t = sorted(ts)[5]\n        print(json.dumps(c), 'OK' if ok else 'WRONG', f'{t:.1f} us {flops/t/1e6:.0f} TF', flush=True)\n    except Exception as ex:\n        msg = str(ex).split('\\n')[0][:200]\n        print(json.dumps(c), 'FAIL', msg, flush=True)\nEOF\ncd /workspace/dev && timeout 900 python sweep.py v2.py '[{\"G\":2,\"WS\":false},{\"G\":1,\"WS\":false},{\"G\":1,\"WS\":true,\"num_warps\":4},{\"G\":1,\"WS\":true,\"num_warps\":8},{\"G\":2,\"WS\":true,\"num_warps\":4}]' 2>&1 | grep -v \"^  \"","description":"Write v2 with Q descriptors and sweep configs"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":739,"cache_read_input_tokens":58987,"cache_creation":{"ephemeral_5m_input_tokens":739,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"decf70cd-f609-4e3e-9b83-9caca2b0fea0","timestamp":"2026-10-17T23:29:52.547Z","request_id":"req_011Cg8gEZ8oMEW6C2Tc3My6v"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Noo7p173ScgSPGUMzSuNhX","type":"tool_result","content":"{\"G\": 2, \"WS\": false} OK 1093.9 us 502 TF\n{\"G\": 1, \"WS\": false} OK 1095.9 us 501 TF\n{\"G\": 1, \"WS\": true, \"num_warps\": 4} OK 3898.1 us 141 TF\n{\"G\": 1, \"WS\": true, \"num_warps\": 8} OK 1974.3 us 278 TF\n{\"G\": 2, \"WS\": true, \"num_warps\": 4} OK 3850.1 us 143 TF","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"e3d5238a-2a38-49d6-b14f-cf5b4c2a6751","timestamp":"2026-10-17T23:30:01.891Z","tool_use_result":{"stdout":"{\"G\": 2, \"WS\": false} OK 1093.9 us 502 TF\n{\"G\": 1, \"WS\": false} OK 1095.9 us 501 TF\n{\"G\": 1, \"WS\": true, \"num_warps\": 4} OK 3898.1 us 141 TF\n{\"G\": 1, \"WS\": true, \"num_warps\": 8} OK 1974.3 us 278 TF\n{\"G\": 2, \"WS\": true, \"num_warps\": 4} OK 3850.1 us 143 TF","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01Noo7p173ScgSPGUMzSuNhX","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gMA6fAZD8SSKFYqkyd","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"WS performs much worse, and G=1 vs G=2 shows no difference, so this isn't memory bound—it's compute/latency bound within each CTA. I want to check whether we're hitting ~20% of peak throughput because of how Triton compiles the MMA instructions, so I should dump the TTGIR for the non-WS kernel to see if the MMAs are asynchronous and how the accumulator rescale is handled through TMEM.\n\nWalking through the per-iteration cost breakdown for QK MMA, softmax exp, accumulator rescale, and PV MMA, the serial latency estimate comes to roughly 2000 clocks for 8.4 MFLOP, which suggests ~51% of peak should be achievable—but we're only hitting 20%, meaning there are significant stalls somewhere. The key optimizations to pursue are overlapping the next block's QK MMA with the current block's softmax, and avoiding rescaling the accumulator every iteration by using a conditional lazy rescale that only triggers when the max shift exceeds a threshold.\n\nI'm sketching the lazy rescaling logic: keeping a stale running max unless the new block max exceeds it by more than a tolerance τ, only rescaling acc and l when that scalar condition fires tile-wide, otherwise computing p directly against the stale max (safe since exp2 of values up to 2^τ stays well within fp32/bf16 range). This becomes a block-uniform scalar branch implemented via a reduction and an `if` in Triton.\n\nWith acc held in TMEM, this branch means the costly load/store round trip only happens when a rescale is actually needed — for typical random data the max rarely jumps enough to trigger it, so most iterations skip the 128KB TMEM traffic entirely. Occasional outlier rows will trigger the rescale branch, which is fine for correctness, and I'm checking that bf16 precision for p and fp32 accumulation for l and acc hold up even when values grow by the allowed factor.\n\nNow I'm weighing BN=128 vs BN=64 against SMEM budget — with BN=128 there's no room for double-buffering, while BN=64 with two pipeline stages fits around 208KB, so I'm leaning toward the double-buffered smaller tile despite more iterations. I'm also considering how the FA4 hd256 kernel splits work across a 2-CTA MMA pair, where each CTA handles half the M dimension and half the N columns of the K/V tile for the QK^T computation.\n\nI'm trying to figure out whether Triton exposes an equivalent 2-CTA cluster mode for tcgen05 on Blackwell — recalling some 2025 work on \"TwoCTAs\" support for Blackwell matmul — so I want to dig into the Triton source to confirm, and also check the generated TTGIR to see what the compiler actually produces.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":10294,"cache_read_input_tokens":59726,"cache_creation":{"ephemeral_5m_input_tokens":10294,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"539a915f-147e-40fa-8abf-b17693439841","timestamp":"2026-10-17T23:30:21.722Z","request_id":"req_011Cg8gM9mKkNhe6b6ACeS8S","thinking_duration_ms":17968,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gMA6fAZD8SSKFYqkyd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013B1JvW67bzPXDFZZkgAWY8","name":"Bash","input":{"command":"cat > dumpir.py << 'EOF'\nimport sys, importlib.util, torch, json\nsys.path.insert(0, '/workspace')\nimport task as T\nspec = importlib.util.spec_from_file_location('m', sys.argv[1]); mod = importlib.util.module_from_spec(spec); spec.loader.exec_module(mod)\nif len(sys.argv) > 2: mod.CFG.update(json.loads(sys.argv[2]))\nshape = {'B': 1, 'Sq': 256, 'Sk': 8192}\ncase = T.make_case(shape, 1, 'cuda')\nmod.kernel_fn(*case.args); torch.cuda.synchronize()\nkern = mod._attn_split\nfor k, v in kern.device_caches.items():\n    cache = v[0]\n    for key, ck in cache.items():\n        for ext in ['ttgir', 'ptx']:\n            open(f'/workspace/dev/ir.{ext}', 'w').write(ck.asm[ext])\n        print('regs', ck.n_regs, 'spills', ck.n_spills, 'shared', ck.metadata.shared)\nEOF\ntimeout 300 python dumpir.py v2.py 2>&1 | tail -3; grep -c \"tc_gen5_mma\\|tmem_load\\|tmem_store\" ir.ttgir; grep -n \"scf.for\\|tc_gen5_mma\\|tmem_load\\|tmem_store\\|wait_barrier\\|async_tma\\|local_alloc\\|tmem_alloc\" ir.ttgir | head -80","description":"Dump TTGIR of non-WS kernel"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":10294,"cache_read_input_tokens":59726,"cache_creation":{"ephemeral_5m_input_tokens":10294,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8d9f0ddd-1af0-4f1a-8ed2-cd16f8f704dc","timestamp":"2026-10-17T23:30:24.624Z","request_id":"req_011Cg8gM9mKkNhe6b6ACeS8S"}
{"type":"system","subtype":"task_started","task_id":"bivt3bfrg","run_id":"0mvd14tro-8fd06844","tool_use_id":"toolu_013B1JvW67bzPXDFZZkgAWY8","description":"Dump TTGIR of non-WS kernel","is_backgrounded":false,"task_type":"local_bash","uuid":"78ffa455-d491-4d02-97ce-8f3c7e634233","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
{"type":"system","subtype":"task_notification","task_id":"bivt3bfrg","run_id":"0mvd14tro-8fd06844","tool_use_id":"toolu_013B1JvW67bzPXDFZZkgAWY8","status":"completed","output_file":"","summary":"Dump TTGIR of non-WS kernel","uuid":"fce2b8a2-6b84-4ba5-a8ac-4fdab6107f84","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013B1JvW67bzPXDFZZkgAWY8","type":"tool_result","content":"regs 242 spills 0 shared 197184\n28\n107:    %q_34 = ttg.local_alloc : () -> !ttg.memdesc<64x2x256xbf16, #shared, #smem, mutable> loc(#loc141)\n108:    %q_35 = ttg.local_alloc : () -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc141)\n111:    ttng.async_tma_copy_global_to_local %q_desc_32[%q_33, %hk, %c0_i32] %q_34, %q_35, %true : !tt.tensordesc<tensor<64x2x256xbf16, #shared>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x2x256xbf16, #shared, #smem, mutable> loc(#loc141)\n112:    ttng.wait_barrier %q_35, %c0_i32 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc141)\n139:    %acc = ttng.tmem_alloc : () -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc213)\n140:    ttng.tmem_store %cst_0, %acc, %true : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc213)\n141:    %m_i = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc269)\n146:    %m_i_47 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc269)\n151:    %k = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n152:    %v = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc216)\n153:    %m_i_50 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc269)\n158:    %m_i_53 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc269)\n168:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_57, %kv_col] %k_58, %m_i_51, %m_i_56 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n171:    ttng.wait_barrier %m_i_51, %c0_i32, %m_i_56 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n172:    %s_61 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc218)\n173:    ttng.tc_gen5_mma %q_36, %s, %s_61, %false, %m_i_56, %m_i_45[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc218)\n176:    ttng.async_tma_copy_global_to_local %v_desc_44[%k_57, %kv_col] %v_62, %m_i_54, %m_i_56 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc216)\n181:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_63, %kv_col] %k_64, %m_i_52, %m_i_60 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n184:    ttng.wait_barrier %m_i_45, %c0_i32, %m_i_56 deps %q_36, %s : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc218)\n185:    %s_68 = ttng.tmem_load %s_61 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc218)\n204:    ttng.wait_barrier %m_i_54, %c0_i32, %m_i_56 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n206:    %acc_83 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc213)\n207:    ttng.tmem_store %acc_82, %acc_83, %m_i_56 : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc213)\n208:    %acc_84 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc213)\n210:    ttng.tmem_store %acc_85, %acc, %m_i_56 : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc213)\n211:    ttng.tc_gen5_mma %acc_83, %v_62, %acc, %true, %m_i_56, %m_i_48[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc213)\n212:    ttng.wait_barrier %m_i_52, %c0_i32, %m_i_60 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n213:    ttng.tc_gen5_mma %q_36, %s_65, %s_61, %false, %m_i_60, %m_i_46[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc218)\n216:    ttng.async_tma_copy_global_to_local %v_desc_44[%k_63, %kv_col] %v_86, %m_i_55, %m_i_60 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc216)\n219:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_87, %kv_col] %k_58, %m_i_51, %m_i_67 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n221:    %m_i_89:15 = scf.for %m_i_171 = %lo to %m_i_88 step %c64_i32 iter_args(%arg10 = %cst_7, %m_i_172 = %m_i_72, %arg12 = %c1_i32, %arg13 = %c0_i32, %arg14 = %c0_i32, %arg15 = %c1_i32, %alpha_173 = %alpha_78, %p_174 = %p_77, %m_i_175 = %m_i_46, %arg19 = %c0_i32, %s_176 = %s_65, %m_i_177 = %m_i_48, %arg22 = %c0_i32, %v_178 = %v_62, %k_179 = %k_87) -> (tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128x64xf32, #linear>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, i32)  : i32 {\n233:      ttng.wait_barrier %m_i_175, %arg19, %true deps %q_36, %s_176 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc218)\n234:      %s_186 = ttng.tmem_load %s_61 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc218)\n252:      ttng.wait_barrier %m_i_177, %arg22 deps %acc_83, %v_178 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc213)\n254:      ttng.wait_barrier %m_i_200, %arg14, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n257:      ttng.tmem_store %acc_202, %acc_83, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc213)\n258:      %acc_203 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc213)\n260:      ttng.tmem_store %acc_204, %acc, %true : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc213)\n262:      ttng.tc_gen5_mma %acc_83, %v_201, %acc, %true, %true, %m_i_205[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc213)\n269:      ttng.wait_barrier %m_i_211, %acc_210, %m_i_183 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n273:      ttng.tc_gen5_mma %q_36, %s_213, %s_61, %false, %m_i_183, %m_i_214[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc218)\n277:      ttng.async_tma_copy_global_to_local %v_desc_44[%k_179, %kv_col] %v_216, %m_i_215, %m_i_183 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc216)\n288:      ttng.async_tma_copy_global_to_local %k_desc_43[%k_223, %kv_col] %k_225, %m_i_224, %m_i_181 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n299:      ttng.wait_barrier %m_i_89#11, %m_i_89#12 deps %acc_83, %m_i_89#13 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc213)\n324:    %m_i_94 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc272)\n329:    %m_i_97 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc272)\n334:    %k_100 = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc236)\n335:    %v_101 = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc237)\n336:    %m_i_102 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc272)\n341:    %m_i_105 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc272)\n351:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_109, %kv_col] %k_110, %m_i_103, %m_i_108 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc236)\n354:    ttng.wait_barrier %m_i_103, %c0_i32, %m_i_108 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n355:    %s_114 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc239)\n356:    ttng.tc_gen5_mma %q_36, %s_111, %s_114, %false, %m_i_108, %m_i_95[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc239)\n359:    ttng.async_tma_copy_global_to_local %v_desc_44[%k_109, %kv_col] %v_115, %m_i_106, %m_i_108 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc237)\n364:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_116, %kv_col] %k_117, %m_i_104, %m_i_113 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc236)\n372:    ttng.wait_barrier %m_i_95, %c0_i32, %m_i_108 deps %q_36, %s_111 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc239)\n373:    %s_126 = ttng.tmem_load %s_114 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc239)\n394:    ttng.wait_barrier %m_i_106, %c0_i32, %m_i_108 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n396:    %acc_143 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc256)\n397:    ttng.tmem_store %acc_142, %acc_143, %m_i_108 : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc256)\n398:    %acc_144 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc256)\n400:    ttng.tmem_store %acc_145, %acc, %m_i_108 : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc256)\n401:    ttng.tc_gen5_mma %acc_143, %v_115, %acc, %true, %m_i_108, %m_i_98[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc256)\n402:    ttng.wait_barrier %m_i_104, %c0_i32, %m_i_113 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n403:    ttng.tc_gen5_mma %q_36, %s_118, %s_114, %false, %m_i_113, %m_i_96[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc239)\n406:    ttng.async_tma_copy_global_to_local %v_desc_44[%k_116, %kv_col] %v_146, %m_i_107, %m_i_113 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc237)\n409:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_147, %kv_col] %k_110, %m_i_103, %m_i_120 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc236)\n411:    %m_i_149:15 = scf.for %m_i_171 = %1 to %m_i_148 step %c64_i32 iter_args(%m_i_172 = %m_i_90, %m_i_173 = %m_i_131, %arg12 = %c1_i32, %arg13 = %c0_i32, %arg14 = %c0_i32, %arg15 = %c1_i32, %alpha_174 = %alpha_138, %p_175 = %p_136, %m_i_176 = %m_i_96, %arg19 = %c0_i32, %s_177 = %s_118, %m_i_178 = %m_i_98, %arg22 = %c0_i32, %v_179 = %v_115, %k_180 = %k_147) -> (tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128x64xf32, #linear>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, i32)  : i32 {\n429:      ttng.wait_barrier %m_i_176, %arg19, %true deps %q_36, %s_177 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc239)\n430:      %s_193 = ttng.tmem_load %s_114 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc239)\n450:      ttng.wait_barrier %m_i_178, %arg22 deps %acc_143, %v_179 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc256)\n452:      ttng.wait_barrier %m_i_209, %arg14, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n455:      ttng.tmem_store %acc_211, %acc_143, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc256)\n456:      %acc_212 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc256)\n458:      ttng.tmem_store %acc_213, %acc, %true : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc256)\n460:      ttng.tc_gen5_mma %acc_143, %v_210, %acc, %true, %true, %m_i_214[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc256)\n467:      ttng.wait_barrier %m_i_220, %acc_219, %m_i_184 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n471:      ttng.tc_gen5_mma %q_36, %s_222, %s_114, %false, %m_i_184, %m_i_223[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc239)\n475:      ttng.async_tma_copy_global_to_local %v_desc_44[%k_180, %kv_col] %v_225, %m_i_224, %m_i_184 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc237)","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"54d6698a-725f-4968-9341-adb257685c01","timestamp":"2026-10-17T23:30:27.846Z","tool_use_result":{"stdout":"regs 242 spills 0 shared 197184\n28\n107:    %q_34 = ttg.local_alloc : () -> !ttg.memdesc<64x2x256xbf16, #shared, #smem, mutable> loc(#loc141)\n108:    %q_35 = ttg.local_alloc : () -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc141)\n111:    ttng.async_tma_copy_global_to_local %q_desc_32[%q_33, %hk, %c0_i32] %q_34, %q_35, %true : !tt.tensordesc<tensor<64x2x256xbf16, #shared>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x2x256xbf16, #shared, #smem, mutable> loc(#loc141)\n112:    ttng.wait_barrier %q_35, %c0_i32 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc141)\n139:    %acc = ttng.tmem_alloc : () -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc213)\n140:    ttng.tmem_store %cst_0, %acc, %true : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc213)\n141:    %m_i = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc269)\n146:    %m_i_47 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc269)\n151:    %k = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n152:    %v = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc216)\n153:    %m_i_50 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc269)\n158:    %m_i_53 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc269)\n168:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_57, %kv_col] %k_58, %m_i_51, %m_i_56 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n171:    ttng.wait_barrier %m_i_51, %c0_i32, %m_i_56 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n172:    %s_61 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc218)\n173:    ttng.tc_gen5_mma %q_36, %s, %s_61, %false, %m_i_56, %m_i_45[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc218)\n176:    ttng.async_tma_copy_global_to_local %v_desc_44[%k_57, %kv_col] %v_62, %m_i_54, %m_i_56 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc216)\n181:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_63, %kv_col] %k_64, %m_i_52, %m_i_60 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n184:    ttng.wait_barrier %m_i_45, %c0_i32, %m_i_56 deps %q_36, %s : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc218)\n185:    %s_68 = ttng.tmem_load %s_61 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc218)\n204:    ttng.wait_barrier %m_i_54, %c0_i32, %m_i_56 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n206:    %acc_83 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc213)\n207:    ttng.tmem_store %acc_82, %acc_83, %m_i_56 : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc213)\n208:    %acc_84 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc213)\n210:    ttng.tmem_store %acc_85, %acc, %m_i_56 : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc213)\n211:    ttng.tc_gen5_mma %acc_83, %v_62, %acc, %true, %m_i_56, %m_i_48[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc213)\n212:    ttng.wait_barrier %m_i_52, %c0_i32, %m_i_60 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n213:    ttng.tc_gen5_mma %q_36, %s_65, %s_61, %false, %m_i_60, %m_i_46[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc218)\n216:    ttng.async_tma_copy_global_to_local %v_desc_44[%k_63, %kv_col] %v_86, %m_i_55, %m_i_60 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc216)\n219:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_87, %kv_col] %k_58, %m_i_51, %m_i_67 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n221:    %m_i_89:15 = scf.for %m_i_171 = %lo to %m_i_88 step %c64_i32 iter_args(%arg10 = %cst_7, %m_i_172 = %m_i_72, %arg12 = %c1_i32, %arg13 = %c0_i32, %arg14 = %c0_i32, %arg15 = %c1_i32, %alpha_173 = %alpha_78, %p_174 = %p_77, %m_i_175 = %m_i_46, %arg19 = %c0_i32, %s_176 = %s_65, %m_i_177 = %m_i_48, %arg22 = %c0_i32, %v_178 = %v_62, %k_179 = %k_87) -> (tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128x64xf32, #linear>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, i32)  : i32 {\n233:      ttng.wait_barrier %m_i_175, %arg19, %true deps %q_36, %s_176 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc218)\n234:      %s_186 = ttng.tmem_load %s_61 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc218)\n252:      ttng.wait_barrier %m_i_177, %arg22 deps %acc_83, %v_178 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc213)\n254:      ttng.wait_barrier %m_i_200, %arg14, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n257:      ttng.tmem_store %acc_202, %acc_83, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc213)\n258:      %acc_203 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc213)\n260:      ttng.tmem_store %acc_204, %acc, %true : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc213)\n262:      ttng.tc_gen5_mma %acc_83, %v_201, %acc, %true, %true, %m_i_205[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc213)\n269:      ttng.wait_barrier %m_i_211, %acc_210, %m_i_183 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc269)\n273:      ttng.tc_gen5_mma %q_36, %s_213, %s_61, %false, %m_i_183, %m_i_214[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc218)\n277:      ttng.async_tma_copy_global_to_local %v_desc_44[%k_179, %kv_col] %v_216, %m_i_215, %m_i_183 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc216)\n288:      ttng.async_tma_copy_global_to_local %k_desc_43[%k_223, %kv_col] %k_225, %m_i_224, %m_i_181 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc215)\n299:      ttng.wait_barrier %m_i_89#11, %m_i_89#12 deps %acc_83, %m_i_89#13 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc213)\n324:    %m_i_94 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc272)\n329:    %m_i_97 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc272)\n334:    %k_100 = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc236)\n335:    %v_101 = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc237)\n336:    %m_i_102 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc272)\n341:    %m_i_105 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc272)\n351:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_109, %kv_col] %k_110, %m_i_103, %m_i_108 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc236)\n354:    ttng.wait_barrier %m_i_103, %c0_i32, %m_i_108 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n355:    %s_114 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc239)\n356:    ttng.tc_gen5_mma %q_36, %s_111, %s_114, %false, %m_i_108, %m_i_95[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc239)\n359:    ttng.async_tma_copy_global_to_local %v_desc_44[%k_109, %kv_col] %v_115, %m_i_106, %m_i_108 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc237)\n364:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_116, %kv_col] %k_117, %m_i_104, %m_i_113 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc236)\n372:    ttng.wait_barrier %m_i_95, %c0_i32, %m_i_108 deps %q_36, %s_111 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc239)\n373:    %s_126 = ttng.tmem_load %s_114 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc239)\n394:    ttng.wait_barrier %m_i_106, %c0_i32, %m_i_108 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n396:    %acc_143 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc256)\n397:    ttng.tmem_store %acc_142, %acc_143, %m_i_108 : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc256)\n398:    %acc_144 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc256)\n400:    ttng.tmem_store %acc_145, %acc, %m_i_108 : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc256)\n401:    ttng.tc_gen5_mma %acc_143, %v_115, %acc, %true, %m_i_108, %m_i_98[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc256)\n402:    ttng.wait_barrier %m_i_104, %c0_i32, %m_i_113 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n403:    ttng.tc_gen5_mma %q_36, %s_118, %s_114, %false, %m_i_113, %m_i_96[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc239)\n406:    ttng.async_tma_copy_global_to_local %v_desc_44[%k_116, %kv_col] %v_146, %m_i_107, %m_i_113 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc237)\n409:    ttng.async_tma_copy_global_to_local %k_desc_43[%k_147, %kv_col] %k_110, %m_i_103, %m_i_120 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc236)\n411:    %m_i_149:15 = scf.for %m_i_171 = %1 to %m_i_148 step %c64_i32 iter_args(%m_i_172 = %m_i_90, %m_i_173 = %m_i_131, %arg12 = %c1_i32, %arg13 = %c0_i32, %arg14 = %c0_i32, %arg15 = %c1_i32, %alpha_174 = %alpha_138, %p_175 = %p_136, %m_i_176 = %m_i_96, %arg19 = %c0_i32, %s_177 = %s_118, %m_i_178 = %m_i_98, %arg22 = %c0_i32, %v_179 = %v_115, %k_180 = %k_147) -> (tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128x64xf32, #linear>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, i32)  : i32 {\n429:      ttng.wait_barrier %m_i_176, %arg19, %true deps %q_36, %s_177 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc239)\n430:      %s_193 = ttng.tmem_load %s_114 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc239)\n450:      ttng.wait_barrier %m_i_178, %arg22 deps %acc_143, %v_179 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc256)\n452:      ttng.wait_barrier %m_i_209, %arg14, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n455:      ttng.tmem_store %acc_211, %acc_143, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc256)\n456:      %acc_212 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc256)\n458:      ttng.tmem_store %acc_213, %acc, %true : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc256)\n460:      ttng.tc_gen5_mma %acc_143, %v_210, %acc, %true, %true, %m_i_214[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc256)\n467:      ttng.wait_barrier %m_i_220, %acc_219, %m_i_184 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc272)\n471:      ttng.tc_gen5_mma %q_36, %s_222, %s_114, %false, %m_i_184, %m_i_223[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc239)\n475:      ttng.async_tma_copy_global_to_local %v_desc_44[%k_180, %kv_col] %v_225, %m_i_224, %m_i_184 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc237)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_013B1JvW67bzPXDFZZkgAWY8","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":7,"estimated_tokens_delta":7,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"a5f340b4-7a68-4ebc-a7b3-4d3f0644b526"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":9,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"c56cec90-91e4-4f76-8392-93912a49e485"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gP52sHh33SV5qPXYFJ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The pipeliner already looks solid: P gets stored to TMEM and the PV MMA pulls A from TMEM, while the loop structure interleaves waiting on the S MMA, loading S, doing softmax, waiting on the previous PV, storing P, loading and rescaling the accumulator, issuing the next PV MMA, and waiting on K before the QK MMA.\n\nTracing the dependency chain more carefully, the tensor core actually executes PV(i) and QK(i+1) back-to-back, then sits idle while the CUDA cores run softmax(i+1) and rescale the accumulator, before resuming with PV(i+1) and QK(i+2). So overall utilization comes down to MMA time versus softmax-plus-rescale time, which suggests the first optimization is pulling the rescale off the critical path by making it conditional so it rarely executes.\n\nTo overlap softmax with MMA work, I'm thinking about double-buffering S so that QK(i+2) can be issued two iterations ahead and run concurrently with softmax(i+1) — this would mean restructuring the loop to compute the next dot product before processing the current softmax, and sketching out how Triton would need to manage two TMEM buffers for S so the next MMA write doesn't collide with the current load.\n\nActually this works out fine since s_next being a loop-carried register value forces the tmem_load at the end of the iteration, right after PV issue, which is harmless. So the timeline becomes: issue QK(i+1), run softmax(i) concurrently on tensor core, rescale, issue PV(i), then wait and load S(i+1) into registers — by then QK(i+1) is likely finished — and the next iteration's softmax(i+1) overlaps with PV(i) and the newly issued QK(i+2).\n\nI'm also checking register pressure — s_next and s each take about 32 registers across 256 threads, plus p, which should fit comfortably within 8 warps.\n\nI'm worried the Triton pipeliner with num_stages=2 might interfere with my manual pipelining of loads, so I should test the manually-pipelined version directly. For conditional rescaling, I'm sketching logic that computes the block max, compares it against a threshold to decide whether rescaling is needed, and only then applies the exponential scaling to the accumulator, sum, and max-tracking values before computing the softmax weights.\n\nI realize the first block is safe since the stale m_i being -inf forces a rescale that zeroes out an already-zero accumulator, but fully masked rows cause -inf minus -inf, producing NaN in the comparison, which could break the threshold check -- so I need separate handling for the masked loop using always-rescale logic instead.\n\nI'm also worried about whether Triton's pipeliner can handle a conditional branch with TMEM loads/stores inside it, or whether it'll just serialize -- I should just try it and see. Rather than trying to avoid the branch entirely, I think the better path is to write a v3 with manual QK prefetching plus conditional rescale in the unmasked loop, restructuring it with a proper prologue/epilogue. But first, a simpler experiment: just add the conditional rescale to v2 without prefetch, measure that, then layer on prefetch afterward.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":12218,"cache_read_input_tokens":70020,"cache_creation":{"ephemeral_5m_input_tokens":12218,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"1bec0e54-5caf-4ccd-b825-f8058ca99c97","timestamp":"2026-10-17T23:30:53.299Z","request_id":"req_011Cg8gP4fo5qKG5w9yEcXmy","thinking_duration_ms":23396,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gP52sHh33SV5qPXYFJ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01AU7txsVPu7AzyaQfVK3vtD","name":"Bash","input":{"command":"python - << 'EOF'\nsrc = open('v2.py').read()\nold_inner = src[src.index('@triton.jit\\ndef _inner'):src.index('@triton.jit\\ndef _attn_split')]\nnew_inner = '''@triton.jit\ndef _inner(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo, hi, tok, shift, qk_scale,\n           BM: tl.constexpr, BN: tl.constexpr, MASK: tl.constexpr, WS: tl.constexpr):\n    for n in tl.range(lo, hi, BN, warp_specialize=WS):\n        k = k_desc.load([kv_row0 + n, kv_col])\n        s = tl.dot(q, k.T)\n        cols = n + tl.arange(0, BN)\n        ok = cols[None, :] <= (shift + tok)[:, None]\n        s = tl.where(ok, s * qk_scale, float('-inf'))\n        m_new = tl.maximum(m_i, tl.max(s, 1))\n        m_use = tl.where(m_new == float('-inf'), 0.0, m_new)\n        p = tl.math.exp2(s - m_use[:, None])\n        alpha = tl.math.exp2(m_i - m_use)\n        l_i = l_i * alpha + tl.sum(p, 1)\n        acc = acc * alpha[:, None]\n        v = v_desc.load([kv_row0 + n, kv_col])\n        acc = tl.dot(p.to(tl.bfloat16), v, acc)\n        m_i = m_new\n    return acc, l_i, m_i\n\n\n@triton.jit\ndef _inner_fast(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo, hi, qk_scale,\n                BM: tl.constexpr, BN: tl.constexpr, PREF: tl.constexpr, TAU: tl.constexpr):\n    if PREF:\n        if lo < hi:\n            k = k_desc.load([kv_row0 + lo, kv_col])\n            s = tl.dot(q, k.T)\n            for n in range(lo, hi, BN):\n                nn = tl.minimum(n + BN, hi - BN)\n                k2 = k_desc.load([kv_row0 + nn, kv_col])\n                s_next = tl.dot(q, k2.T)\n                m_new = tl.maximum(m_i, tl.max(s, 1) * qk_scale)\n                if tl.max(m_new - m_i, 0) > TAU:\n                    alpha = tl.math.exp2(m_i - m_new)\n                    acc = acc * alpha[:, None]\n                    l_i = l_i * alpha\n                    m_i = m_new\n                p = tl.math.exp2(s * qk_scale - m_i[:, None])\n                l_i = l_i + tl.sum(p, 1)\n                v = v_desc.load([kv_row0 + n, kv_col])\n                acc = tl.dot(p.to(tl.bfloat16), v, acc)\n                s = s_next\n    else:\n        for n in range(lo, hi, BN):\n            k = k_desc.load([kv_row0 + n, kv_col])\n            s = tl.dot(q, k.T)\n            m_new = tl.maximum(m_i, tl.max(s, 1) * qk_scale)\n            if tl.max(m_new - m_i, 0) > TAU:\n                alpha = tl.math.exp2(m_i - m_new)\n                acc = acc * alpha[:, None]\n                l_i = l_i * alpha\n                m_i = m_new\n            p = tl.math.exp2(s * qk_scale - m_i[:, None])\n            l_i = l_i + tl.sum(p, 1)\n            v = v_desc.load([kv_row0 + n, kv_col])\n            acc = tl.dot(p.to(tl.bfloat16), v, acc)\n    return acc, l_i, m_i\n\n\n'''\nsrc = src.replace(old_inner, new_inner)\nsrc = src.replace('''    acc, l_i, m_i = _inner(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo, tl.minimum(hi, mask_start),\n                           tok, shift, qk_scale, BM, BN, False, WS)''', '''    acc, l_i, m_i = _inner_fast(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo, tl.minimum(hi, mask_start),\n                                qk_scale, BM, BN, PREF, TAU)''')\nsrc = src.replace('BM: tl.constexpr, BN: tl.constexpr, WS: tl.constexpr):\\n    pid_q', 'BM: tl.constexpr, BN: tl.constexpr, WS: tl.constexpr, PREF: tl.constexpr, TAU: tl.constexpr):\\n    pid_q')\nsrc = src.replace(\"BN=BN, WS=CFG['WS'],\", \"BN=BN, WS=CFG['WS'], PREF=CFG['PREF'], TAU=CFG['TAU'],\")\nsrc = src.replace(\"maxnreg=None, waves=2)\", \"maxnreg=None, waves=2, PREF=False, TAU=8.0)\")\nopen('v3.py', 'w').write(src)\nEOF\ntimeout 900 python sweep.py v3.py '[{\"PREF\":false},{\"PREF\":true},{\"PREF\":false,\"TAU\":0.0},{\"PREF\":true,\"num_stages\":1}]' 2>&1 | grep -v \"^  \"","description":"v3: conditional rescale and manual QK prefetch"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":12218,"cache_read_input_tokens":70020,"cache_creation":{"ephemeral_5m_input_tokens":12218,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"14083927-5aba-4b6f-bb06-26cb726ba9ad","timestamp":"2026-10-17T23:31:03.596Z","request_id":"req_011Cg8gP4fo5qKG5w9yEcXmy"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AU7txsVPu7AzyaQfVK3vtD","type":"tool_result","content":"<unknown>:0: error: parent layout must have at least rank >= 2\npython: /root/.triton/llvm/llvm-1f126a6d-almalinux-x64-1/include/mlir/IR/StorageUniquerSupport.h:180: static ConcreteT mlir::detail::StorageUserBase<mlir::triton::gpu::SliceEncodingAttr, mlir::Attribute, mlir::triton::gpu::detail::SliceEncodingAttrStorage, mlir::detail::AttributeUniquer, mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>::get(MLIRContext *, Args &&...) [ConcreteT = mlir::triton::gpu::SliceEncodingAttr, BaseT = mlir::Attribute, StorageT = mlir::triton::gpu::detail::SliceEncodingAttrStorage, UniquerT = mlir::detail::AttributeUniquer, Traits = <mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>, Args = <unsigned int, mlir::triton::gpu::DistributedEncodingTrait>]: Assertion `succeeded( ConcreteT::verifyInvariants(getDefaultDiagnosticEmitFn(ctx), args...))' failed.\nmodule {\n}\n\n{-#\n#-}\n/workspace/dev/v3.py:68:0: error: Failures have been detected while processing an MLIR pass pipeline\n/workspace/dev/v3.py:68:0: note: Pipeline failed while executing [`TritonNvidiaGPUOptimizeTMemLayoutsPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n{\"PREF\": false} FAIL PassManager::run failed\n<unknown>:0: error: parent layout must have at least rank >= 2\npython: /root/.triton/llvm/llvm-1f126a6d-almalinux-x64-1/include/mlir/IR/StorageUniquerSupport.h:180: static ConcreteT mlir::detail::StorageUserBase<mlir::triton::gpu::SliceEncodingAttr, mlir::Attribute, mlir::triton::gpu::detail::SliceEncodingAttrStorage, mlir::detail::AttributeUniquer, mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>::get(MLIRContext *, Args &&...) [ConcreteT = mlir::triton::gpu::SliceEncodingAttr, BaseT = mlir::Attribute, StorageT = mlir::triton::gpu::detail::SliceEncodingAttrStorage, UniquerT = mlir::detail::AttributeUniquer, Traits = <mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>, Args = <unsigned int, mlir::triton::gpu::DistributedEncodingTrait>]: Assertion `succeeded( ConcreteT::verifyInvariants(getDefaultDiagnosticEmitFn(ctx), args...))' failed.\nmodule {\n}\n\n{-#\n#-}\n/workspace/dev/v3.py:68:0: error: Failures have been detected while processing an MLIR pass pipeline\n/workspace/dev/v3.py:68:0: note: Pipeline failed while executing [`TritonNvidiaGPUOptimizeTMemLayoutsPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n{\"PREF\": true} FAIL PassManager::run failed\n<unknown>:0: error: parent layout must have at least rank >= 2\npython: /root/.triton/llvm/llvm-1f126a6d-almalinux-x64-1/include/mlir/IR/StorageUniquerSupport.h:180: static ConcreteT mlir::detail::StorageUserBase<mlir::triton::gpu::SliceEncodingAttr, mlir::Attribute, mlir::triton::gpu::detail::SliceEncodingAttrStorage, mlir::detail::AttributeUniquer, mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>::get(MLIRContext *, Args &&...) [ConcreteT = mlir::triton::gpu::SliceEncodingAttr, BaseT = mlir::Attribute, StorageT = mlir::triton::gpu::detail::SliceEncodingAttrStorage, UniquerT = mlir::detail::AttributeUniquer, Traits = <mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>, Args = <unsigned int, mlir::triton::gpu::DistributedEncodingTrait>]: Assertion `succeeded( ConcreteT::verifyInvariants(getDefaultDiagnosticEmitFn(ctx), args...))' failed.\nmodule {\n}\n\n{-#\n#-}\n/workspace/dev/v3.py:68:0: error: Failures have been detected while processing an MLIR pass pipeline\n/workspace/dev/v3.py:68:0: note: Pipeline failed while executing [`TritonNvidiaGPUOptimizeTMemLayoutsPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n{\"PREF\": false, \"TAU\": 0.0} FAIL PassManager::run failed\n<unknown>:0: error: parent layout must have at least rank >= 2\npython: /root/.triton/llvm/llvm-1f126a6d-almalinux-x64-1/include/mlir/IR/StorageUniquerSupport.h:180: static ConcreteT mlir::detail::StorageUserBase<mlir::triton::gpu::SliceEncodingAttr, mlir::Attribute, mlir::triton::gpu::detail::SliceEncodingAttrStorage, mlir::detail::AttributeUniquer, mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>::get(MLIRContext *, Args &&...) [ConcreteT = mlir::triton::gpu::SliceEncodingAttr, BaseT = mlir::Attribute, StorageT = mlir::triton::gpu::detail::SliceEncodingAttrStorage, UniquerT = mlir::detail::AttributeUniquer, Traits = <mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>, Args = <unsigned int, mlir::triton::gpu::DistributedEncodingTrait>]: Assertion `succeeded( ConcreteT::verifyInvariants(getDefaultDiagnosticEmitFn(ctx), args...))' failed.\nmodule {\n}\n\n{-#\n#-}\n/workspace/dev/v3.py:68:0: error: Failures have been detected while processing an MLIR pass pipeline\n/workspace/dev/v3.py:68:0: note: Pipeline failed while executing [`TritonNvidiaGPUOptimizeTMemLayoutsPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n{\"PREF\": true, \"num_stages\": 1} FAIL PassManager::run failed","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"cd40035a-beaf-435f-bec2-a3c1b70535cd","timestamp":"2026-10-17T23:31:07.656Z","tool_use_result":{"stdout":"<unknown>:0: error: parent layout must have at least rank >= 2\npython: /root/.triton/llvm/llvm-1f126a6d-almalinux-x64-1/include/mlir/IR/StorageUniquerSupport.h:180: static ConcreteT mlir::detail::StorageUserBase<mlir::triton::gpu::SliceEncodingAttr, mlir::Attribute, mlir::triton::gpu::detail::SliceEncodingAttrStorage, mlir::detail::AttributeUniquer, mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>::get(MLIRContext *, Args &&...) [ConcreteT = mlir::triton::gpu::SliceEncodingAttr, BaseT = mlir::Attribute, StorageT = mlir::triton::gpu::detail::SliceEncodingAttrStorage, UniquerT = mlir::detail::AttributeUniquer, Traits = <mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>, Args = <unsigned int, mlir::triton::gpu::DistributedEncodingTrait>]: Assertion `succeeded( ConcreteT::verifyInvariants(getDefaultDiagnosticEmitFn(ctx), args...))' failed.\nmodule {\n}\n\n{-#\n#-}\n/workspace/dev/v3.py:68:0: error: Failures have been detected while processing an MLIR pass pipeline\n/workspace/dev/v3.py:68:0: note: Pipeline failed while executing [`TritonNvidiaGPUOptimizeTMemLayoutsPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n{\"PREF\": false} FAIL PassManager::run failed\n<unknown>:0: error: parent layout must have at least rank >= 2\npython: /root/.triton/llvm/llvm-1f126a6d-almalinux-x64-1/include/mlir/IR/StorageUniquerSupport.h:180: static ConcreteT mlir::detail::StorageUserBase<mlir::triton::gpu::SliceEncodingAttr, mlir::Attribute, mlir::triton::gpu::detail::SliceEncodingAttrStorage, mlir::detail::AttributeUniquer, mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>::get(MLIRContext *, Args &&...) [ConcreteT = mlir::triton::gpu::SliceEncodingAttr, BaseT = mlir::Attribute, StorageT = mlir::triton::gpu::detail::SliceEncodingAttrStorage, UniquerT = mlir::detail::AttributeUniquer, Traits = <mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>, Args = <unsigned int, mlir::triton::gpu::DistributedEncodingTrait>]: Assertion `succeeded( ConcreteT::verifyInvariants(getDefaultDiagnosticEmitFn(ctx), args...))' failed.\nmodule {\n}\n\n{-#\n#-}\n/workspace/dev/v3.py:68:0: error: Failures have been detected while processing an MLIR pass pipeline\n/workspace/dev/v3.py:68:0: note: Pipeline failed while executing [`TritonNvidiaGPUOptimizeTMemLayoutsPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n{\"PREF\": true} FAIL PassManager::run failed\n<unknown>:0: error: parent layout must have at least rank >= 2\npython: /root/.triton/llvm/llvm-1f126a6d-almalinux-x64-1/include/mlir/IR/StorageUniquerSupport.h:180: static ConcreteT mlir::detail::StorageUserBase<mlir::triton::gpu::SliceEncodingAttr, mlir::Attribute, mlir::triton::gpu::detail::SliceEncodingAttrStorage, mlir::detail::AttributeUniquer, mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>::get(MLIRContext *, Args &&...) [ConcreteT = mlir::triton::gpu::SliceEncodingAttr, BaseT = mlir::Attribute, StorageT = mlir::triton::gpu::detail::SliceEncodingAttrStorage, UniquerT = mlir::detail::AttributeUniquer, Traits = <mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>, Args = <unsigned int, mlir::triton::gpu::DistributedEncodingTrait>]: Assertion `succeeded( ConcreteT::verifyInvariants(getDefaultDiagnosticEmitFn(ctx), args...))' failed.\nmodule {\n}\n\n{-#\n#-}\n/workspace/dev/v3.py:68:0: error: Failures have been detected while processing an MLIR pass pipeline\n/workspace/dev/v3.py:68:0: note: Pipeline failed while executing [`TritonNvidiaGPUOptimizeTMemLayoutsPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n{\"PREF\": false, \"TAU\": 0.0} FAIL PassManager::run failed\n<unknown>:0: error: parent layout must have at least rank >= 2\npython: /root/.triton/llvm/llvm-1f126a6d-almalinux-x64-1/include/mlir/IR/StorageUniquerSupport.h:180: static ConcreteT mlir::detail::StorageUserBase<mlir::triton::gpu::SliceEncodingAttr, mlir::Attribute, mlir::triton::gpu::detail::SliceEncodingAttrStorage, mlir::detail::AttributeUniquer, mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>::get(MLIRContext *, Args &&...) [ConcreteT = mlir::triton::gpu::SliceEncodingAttr, BaseT = mlir::Attribute, StorageT = mlir::triton::gpu::detail::SliceEncodingAttrStorage, UniquerT = mlir::detail::AttributeUniquer, Traits = <mlir::triton::gpu::DistributedEncodingTrait::Trait, mlir::triton::gpu::LayoutEncodingTrait::Trait>, Args = <unsigned int, mlir::triton::gpu::DistributedEncodingTrait>]: Assertion `succeeded( ConcreteT::verifyInvariants(getDefaultDiagnosticEmitFn(ctx), args...))' failed.\nmodule {\n}\n\n{-#\n#-}\n/workspace/dev/v3.py:68:0: error: Failures have been detected while processing an MLIR pass pipeline\n/workspace/dev/v3.py:68:0: note: Pipeline failed while executing [`TritonNvidiaGPUOptimizeTMemLayoutsPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n{\"PREF\": true, \"num_stages\": 1} FAIL PassManager::run failed","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01AU7txsVPu7AzyaQfVK3vtD","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gS1BGV3BykKo2VWaAr","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"This looks like a compiler crash tied to reducing a 1D tensor to a scalar when combined with TMEM layouts, since the pass requires parent layouts to have rank at least 2. I'm considering a workaround that reformulates the reduction so it avoids collapsing to a scalar directly.\n\nLet me just test a few variants quickly in isolation, compiling only without a full benchmark, using a smaller shape to keep iteration fast.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":7214,"cache_read_input_tokens":82238,"cache_creation":{"ephemeral_5m_input_tokens":7214,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"61f550ef-130f-45a5-9b81-75a046d84cfe","timestamp":"2026-10-17T23:31:17.200Z","request_id":"req_011Cg8gRzrgXLtbcLsF1bzkc","thinking_duration_ms":7750,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gS1BGV3BykKo2VWaAr","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Q1erkiRXy1kDqzw8JUvJ65","name":"Bash","input":{"command":"for variant in \"tl.max(tl.max(s, 1) * qk_scale - m_i, 0) > TAU\" \"tl.max(tl.reshape(m_new - m_i, (BM // 32, 32)), axis=None) > TAU\" \"tl.sum((m_new - m_i > TAU).to(tl.int32), 0) > 0\"; do sed \"s/if tl.max(m_new - m_i, 0) > TAU:/if $variant:/\" v3.py > v3t.py; echo \"== $variant\"; timeout 300 python sweep.py v3t.py '[{\"PREF\":false}]' 1,256,8192 2>&1 | grep -v \"^  \" | grep -E \"OK|WRONG|FAIL|error:\" | head -3; done","description":"Try variants of scalar rescale condition"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":7214,"cache_read_input_tokens":82238,"cache_creation":{"ephemeral_5m_input_tokens":7214,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"9e0515d9-f15d-4215-be1d-6a14c6752336","timestamp":"2026-10-17T23:31:18.543Z","request_id":"req_011Cg8gRzrgXLtbcLsF1bzkc"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gVpCanmsVrZxiphmUw","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Only a modest gain, 533 to 602 TF, still well short of 1450, so I need to dig into the TTGIR schedule for the PREF version to see where time is actually going. I'm suspecting the 8-warp, 128x256 fp32 accumulator in TMEM might be forcing extra register traffic that the conditional rescale doesn't fully eliminate, so I want to work out the theoretical per-instruction cost to check this.\n\nRunning the numbers for BN=64, I'm now checking whether the SS MMA is SMEM-bandwidth bound rather than compute bound: with N=64 the combined A+B read per instruction exceeds the 128 B/clk SMEM limit, giving only ~67% efficiency, while N=128 sits right at the limit and N=256 comfortably fits under it, which suggests N=256 is the sweet spot for avoiding this bottleneck.\n\nFor the PV MMA step, I'm noting that A (the P matrix) comes from TMEM rather than SMEM, which changes the bandwidth calculation compared to the QK^T case where both operands live in SMEM.\n\nWith BN=64 the QK^T step is SMEM-limited, but bumping BN to 128 should push N up enough to approach full rate. Translating this to Triton means figuring out whether SMEM can fit Q, K, and V tiles at BN=128 with single-stage buffering, plus the barrier overhead, while P stays resident in TMEM.\n\nThe catch is that single-buffered stages kill pipelining since there's no overlap between loading and compute, and Triton's pipeliner doesn't allow the fine-grained control needed to interleave V and K loads manually. I'm now considering alternate SMEM layouts, like double-buffering K while keeping V and Q single-buffered, to see if that fits within budget.\n\nAnother angle: using BM=256 to batch two Q tiles per CTA, but that would consume all of TMEM for O alone, leaving no room for the S scores—so that's a dead end unless I find a way to free up TMEM, perhaps by storing Q itself in TMEM instead of SMEM and feeding it directly as the A operand for QK^T.\n\nComputing the TMEM budget this way, it fits exactly when combining O, Q, and S columns, but then SMEM for double-buffered K and V stages overflows the budget again, and Triton doesn't give me fine control over how operands are placed or how buffers are shared between K and V anyway. I'm now considering which Triton-level knobs—like warp specialization—might actually help produce better generated code instead of fighting the compiler's default placement decisions.\n\nWarp specialization gave worse results earlier, but maybe it needs the same tuned configuration the tutorial used for hd128 (specific warp count, BN, register limits), since hd256 has very different TMEM/SMEM pressure. I want to inspect how the warp-specialized version partitions warps across roles and whether its two-loop structure or buffering stages is what's causing the slowdown, and consider whether combining warp specialization with my new conditional rescale (which the tutorial's correction partition doesn't have) could get closer to the 1.1-1.3 PF the tutorial achieves on hd128.\n\nInstead of digging deeper into the ttgir, I'll just experiment directly -- trying a few warp-specialized configs with the v3 fast-loop structure, sweeping BN between 64 and 128, stages between 1 and 2, and warp counts of 4 and 8, adding a warp-specialization option into the non-prefetch fast inner loop.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":595,"cache_read_input_tokens":91643,"cache_creation":{"ephemeral_5m_input_tokens":595,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"e7b75777-2297-4e0b-b2a1-bfeb1c2da95e","timestamp":"2026-10-17T23:32:24.740Z","request_id":"req_011Cg8gVosVkZYnUQZVLrxy6","thinking_duration_ms":24058,"thinking_display":"summarized"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012FdQKaS5v6JkWfpc7JaUTE","type":"tool_result","content":"regs 242 spills 0 shared 197184\n1:      %m_i_167:11 = scf.for %m_i_168 = %lo to %nn step %c64_i32 iter_args(%l_i_169 = %l_i_158, %arg11 = %25, %arg12 = %c0_i32, %arg13 = %c1_i32, %arg14 = %c0_i32, %arg15 = %c0_i32, %m_i_170 = %m_i_130, %arg17 = %c0_i32, %s_next_171 = %s_next, %m_i_172 = %m_i_133, %v_173 = %v_146) -> (tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>)  : i32 {\n4:        ttng.wait_barrier %m_i_170, %arg17 deps %q_38, %s_next_171 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc274)\n5:        %s_next_176 = ttng.tmem_load %s_125 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc274)\n6:        %m_new_177 = \"tt.reduce\"(%s_next_176) <{axis = 1 : i32}> ({\n9:          tt.reduce.return %m_new_217 : f32 loc(#loc322)\n16:        %29 = \"tt.reduce\"(%28) <{axis = 0 : i32}> ({\n19:          tt.reduce.return %33 : f32 loc(#loc277)\n22:        ttng.wait_barrier %m_i_172, %arg17 deps %acc_160, %v_173 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc261)\n23:        %acc_180 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc261)\n24:        %31:2 = scf.if %30 -> (tensor<128x256xf32, #linear1>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>) {\n26:          %alpha_216 = math.exp2 %alpha_215 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc280)\n32:          scf.yield %acc_220, %l_i_221 : tensor<128x256xf32, #linear1>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc327)\n34:          scf.yield %acc_180, %l_i_169 : tensor<128x256xf32, #linear1>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc204)\n42:        ttng.wait_barrier %m_i_186, %m_i_185, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc344)\n46:        ttng.tc_gen5_mma %q_38, %s_next_188, %s_125, %false, %true, %m_i_189[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc274)\n52:        %p_194 = math.exp2 %p_193 : tensor<128x64xf32, #linear> loc(#loc287)\n53:        %l_i_195 = \"tt.reduce\"(%p_194) <{axis = 1 : i32}> ({\n56:          tt.reduce.return %l_i_217 : f32 loc(#loc328)\n60:        ttng.wait_barrier %m_i_197, %m_i_185, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc344)\n63:        ttng.tmem_store %acc_199, %acc_160, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc261)\n64:        ttng.tmem_store %31#0, %acc, %true : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc261)\n66:        ttng.tc_gen5_mma %acc_160, %v_198, %acc, %true, %true, %m_i_200[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc261)\n78:        ttng.async_tma_copy_global_to_local %k_desc_45[%k2_208, %kv_col] %k2_210, %m_i_209, %m_i_175 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc269)\n84:        ttng.async_tma_copy_global_to_local %v_desc_46[%v_212, %kv_col] %v_214, %m_i_213, %m_i_175 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc270)\n85:        scf.yield %l_i_196, %32, %s_next_205, %s_next_204, %m_i_183, %m_i_185, %m_i_189, %arg12, %s_next_188, %m_i_200, %v_198 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc344)\n87:      ttng.wait_barrier %m_i_167#6, %m_i_167#7 deps %q_38, %m_i_167#8 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc274)\n88:      ttng.wait_barrier %m_i_167#9, %m_i_167#7 deps %acc_160, %m_i_167#10 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc261)\n103:      scf.yield %m_i_167#0, %m_i_167#1 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc344)\n105:      scf.yield %cst_9, %cst_8 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc185)\n141:    ttng.async_tma_copy_global_to_local %k_desc_45[%k_62, %kv_col] %k_63, %m_i_56, %m_i_61 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc298)\n144:    ttng.wait_barrier %m_i_56, %c0_i32, %m_i_61 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc338)\n146:    ttng.tc_gen5_mma %q_38, %s_64, %s_67, %false, %m_i_61, %m_i_50[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc301)\n149:    ttng.async_tma_copy_global_to_local %v_desc_46[%k_62, %kv_col] %v_68, %m_i_59, %m_i_61 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc299)\n154:    ttng.async_tma_copy_global_to_local %k_desc_45[%k_69, %kv_col] %k_70, %m_i_57, %m_i_66 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc298)\n162:    ttng.wait_barrier %m_i_50, %c0_i32, %m_i_61 deps %q_38, %s_64 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc301)\n163:    %s_79 = ttng.tmem_load %s_67 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc301)\n166:    %m_new = \"tt.reduce\"(%s_81) <{axis = 1 : i32}> ({\n169:      tt.reduce.return %m_new_123 : f32 loc(#loc331)\n178:    %p_87 = math.exp2 %p_86 : tensor<128x64xf32, #linear> loc(#loc311)\n180:    %alpha_88 = math.exp2 %alpha : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc313)\n184:    ttng.wait_barrier %m_i_59, %c0_i32, %m_i_61 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc338)\n187:    ttng.tmem_store %acc_92, %acc_93, %m_i_61 : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc317)\n188:    %acc_94 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc317)\n190:    ttng.tmem_store %acc_95, %acc, %m_i_61 : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc317)\n191:    ttng.tc_gen5_mma %acc_93, %v_68, %acc, %true, %m_i_61, %m_i_53[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n192:    ttng.wait_barrier %m_i_57, %c0_i32, %m_i_66 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc338)\n193:    ttng.tc_gen5_mma %q_38, %s_71, %s_67, %false, %m_i_66, %m_i_51[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc301)\n196:    ttng.async_tma_copy_global_to_local %v_desc_46[%k_69, %kv_col] %v_96, %m_i_60, %m_i_66 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc299)\n199:    ttng.async_tma_copy_global_to_local %k_desc_45[%k_97, %kv_col] %k_63, %m_i_56, %m_i_73 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc298)\n201:    %m_i_99:15 = scf.for %m_i_121 = %3 to %m_i_98 step %c64_i32 iter_args(%arg10 = %2#0, %m_i_122 = %m_i_83, %arg12 = %c1_i32, %arg13 = %c0_i32, %arg14 = %c0_i32, %arg15 = %c1_i32, %alpha_123 = %alpha_88, %p_124 = %p_87, %m_i_125 = %m_i_51, %arg19 = %c0_i32, %s_126 = %s_71, %m_i_127 = %m_i_53, %arg22 = %c0_i32, %v_128 = %v_68, %k_129 = %k_97) -> (tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128x64xf32, #linear>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, i32)  : i32 {\n207:      %l_i_134 = \"tt.reduce\"(%p_124) <{axis = 1 : i32}> ({\n210:        tt.reduce.return %l_i_186 : f32 loc(#loc333)\n219:      ttng.wait_barrier %m_i_125, %arg19, %true deps %q_38, %s_126 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc301)\n220:      %s_142 = ttng.tmem_load %s_67 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc301)\n223:      %m_new_145 = \"tt.reduce\"(%s_144) <{axis = 1 : i32}> ({\n226:        tt.reduce.return %m_new_186 : f32 loc(#loc331)\n234:      %p_152 = math.exp2 %p_151 : tensor<128x64xf32, #linear> loc(#loc311)\n236:      %alpha_154 = math.exp2 %alpha_153 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc313)\n240:      ttng.wait_barrier %m_i_127, %arg22 deps %acc_93, %v_128 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc317)\n242:      ttng.wait_barrier %m_i_158, %arg14, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc338)","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"e3dad544-0677-4a90-a673-f9edb632fd54","timestamp":"2026-10-17T23:32:38.306Z","tool_use_result":{"stdout":"regs 242 spills 0 shared 197184\n1:      %m_i_167:11 = scf.for %m_i_168 = %lo to %nn step %c64_i32 iter_args(%l_i_169 = %l_i_158, %arg11 = %25, %arg12 = %c0_i32, %arg13 = %c1_i32, %arg14 = %c0_i32, %arg15 = %c0_i32, %m_i_170 = %m_i_130, %arg17 = %c0_i32, %s_next_171 = %s_next, %m_i_172 = %m_i_133, %v_173 = %v_146) -> (tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>)  : i32 {\n4:        ttng.wait_barrier %m_i_170, %arg17 deps %q_38, %s_next_171 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc274)\n5:        %s_next_176 = ttng.tmem_load %s_125 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc274)\n6:        %m_new_177 = \"tt.reduce\"(%s_next_176) <{axis = 1 : i32}> ({\n9:          tt.reduce.return %m_new_217 : f32 loc(#loc322)\n16:        %29 = \"tt.reduce\"(%28) <{axis = 0 : i32}> ({\n19:          tt.reduce.return %33 : f32 loc(#loc277)\n22:        ttng.wait_barrier %m_i_172, %arg17 deps %acc_160, %v_173 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc261)\n23:        %acc_180 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc261)\n24:        %31:2 = scf.if %30 -> (tensor<128x256xf32, #linear1>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>) {\n26:          %alpha_216 = math.exp2 %alpha_215 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc280)\n32:          scf.yield %acc_220, %l_i_221 : tensor<128x256xf32, #linear1>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc327)\n34:          scf.yield %acc_180, %l_i_169 : tensor<128x256xf32, #linear1>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc204)\n42:        ttng.wait_barrier %m_i_186, %m_i_185, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc344)\n46:        ttng.tc_gen5_mma %q_38, %s_next_188, %s_125, %false, %true, %m_i_189[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc274)\n52:        %p_194 = math.exp2 %p_193 : tensor<128x64xf32, #linear> loc(#loc287)\n53:        %l_i_195 = \"tt.reduce\"(%p_194) <{axis = 1 : i32}> ({\n56:          tt.reduce.return %l_i_217 : f32 loc(#loc328)\n60:        ttng.wait_barrier %m_i_197, %m_i_185, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc344)\n63:        ttng.tmem_store %acc_199, %acc_160, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc261)\n64:        ttng.tmem_store %31#0, %acc, %true : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc261)\n66:        ttng.tc_gen5_mma %acc_160, %v_198, %acc, %true, %true, %m_i_200[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc261)\n78:        ttng.async_tma_copy_global_to_local %k_desc_45[%k2_208, %kv_col] %k2_210, %m_i_209, %m_i_175 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc269)\n84:        ttng.async_tma_copy_global_to_local %v_desc_46[%v_212, %kv_col] %v_214, %m_i_213, %m_i_175 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc270)\n85:        scf.yield %l_i_196, %32, %s_next_205, %s_next_204, %m_i_183, %m_i_185, %m_i_189, %arg12, %s_next_188, %m_i_200, %v_198 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc344)\n87:      ttng.wait_barrier %m_i_167#6, %m_i_167#7 deps %q_38, %m_i_167#8 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc274)\n88:      ttng.wait_barrier %m_i_167#9, %m_i_167#7 deps %acc_160, %m_i_167#10 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc261)\n103:      scf.yield %m_i_167#0, %m_i_167#1 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc344)\n105:      scf.yield %cst_9, %cst_8 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc185)\n141:    ttng.async_tma_copy_global_to_local %k_desc_45[%k_62, %kv_col] %k_63, %m_i_56, %m_i_61 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc298)\n144:    ttng.wait_barrier %m_i_56, %c0_i32, %m_i_61 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc338)\n146:    ttng.tc_gen5_mma %q_38, %s_64, %s_67, %false, %m_i_61, %m_i_50[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc301)\n149:    ttng.async_tma_copy_global_to_local %v_desc_46[%k_62, %kv_col] %v_68, %m_i_59, %m_i_61 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc299)\n154:    ttng.async_tma_copy_global_to_local %k_desc_45[%k_69, %kv_col] %k_70, %m_i_57, %m_i_66 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc298)\n162:    ttng.wait_barrier %m_i_50, %c0_i32, %m_i_61 deps %q_38, %s_64 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc301)\n163:    %s_79 = ttng.tmem_load %s_67 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc301)\n166:    %m_new = \"tt.reduce\"(%s_81) <{axis = 1 : i32}> ({\n169:      tt.reduce.return %m_new_123 : f32 loc(#loc331)\n178:    %p_87 = math.exp2 %p_86 : tensor<128x64xf32, #linear> loc(#loc311)\n180:    %alpha_88 = math.exp2 %alpha : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc313)\n184:    ttng.wait_barrier %m_i_59, %c0_i32, %m_i_61 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc338)\n187:    ttng.tmem_store %acc_92, %acc_93, %m_i_61 : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc317)\n188:    %acc_94 = ttng.tmem_load %acc : !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear1> loc(#loc317)\n190:    ttng.tmem_store %acc_95, %acc, %m_i_61 : tensor<128x256xf32, #linear1> -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc317)\n191:    ttng.tc_gen5_mma %acc_93, %v_68, %acc, %true, %m_i_61, %m_i_53[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n192:    ttng.wait_barrier %m_i_57, %c0_i32, %m_i_66 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc338)\n193:    ttng.tc_gen5_mma %q_38, %s_71, %s_67, %false, %m_i_66, %m_i_51[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc301)\n196:    ttng.async_tma_copy_global_to_local %v_desc_46[%k_69, %kv_col] %v_96, %m_i_60, %m_i_66 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc299)\n199:    ttng.async_tma_copy_global_to_local %k_desc_45[%k_97, %kv_col] %k_63, %m_i_56, %m_i_73 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc298)\n201:    %m_i_99:15 = scf.for %m_i_121 = %3 to %m_i_98 step %c64_i32 iter_args(%arg10 = %2#0, %m_i_122 = %m_i_83, %arg12 = %c1_i32, %arg13 = %c0_i32, %arg14 = %c0_i32, %arg15 = %c1_i32, %alpha_123 = %alpha_88, %p_124 = %p_87, %m_i_125 = %m_i_51, %arg19 = %c0_i32, %s_126 = %s_71, %m_i_127 = %m_i_53, %arg22 = %c0_i32, %v_128 = %v_68, %k_129 = %k_97) -> (tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32, i32, i32, i32, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128x64xf32, #linear>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable>, i32, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, i32)  : i32 {\n207:      %l_i_134 = \"tt.reduce\"(%p_124) <{axis = 1 : i32}> ({\n210:        tt.reduce.return %l_i_186 : f32 loc(#loc333)\n219:      ttng.wait_barrier %m_i_125, %arg19, %true deps %q_38, %s_126 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc301)\n220:      %s_142 = ttng.tmem_load %s_67 : !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc301)\n223:      %m_new_145 = \"tt.reduce\"(%s_144) <{axis = 1 : i32}> ({\n226:        tt.reduce.return %m_new_186 : f32 loc(#loc331)\n234:      %p_152 = math.exp2 %p_151 : tensor<128x64xf32, #linear> loc(#loc311)\n236:      %alpha_154 = math.exp2 %alpha_153 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc313)\n240:      ttng.wait_barrier %m_i_127, %arg22 deps %acc_93, %v_128 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc317)\n242:      ttng.wait_barrier %m_i_158, %arg14, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc338)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_012FdQKaS5v6JkWfpc7JaUTE","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":5,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"53f14eb3-36fa-4b8f-a6ee-c293bc6fbd57"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":11,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"7a7041e5-43b1-47d8-9472-5e54c4077782"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":17,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"88568f5a-0bd9-40cd-82cf-f9dae476fa41"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":22,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4cd37191-f7dc-4dda-81a7-9aad18d1b061"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":25,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"6d704f1d-c9c2-497a-990a-061d69111f53"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":32,"estimated_tokens_delta":7,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"b65e174e-4719-4808-b25c-90721be167f6"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":37,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"724c0c45-9de5-4c45-abcd-34ca8c6c5308"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":43,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"85f80d80-be0c-445d-bddb-63b74fe0ed28"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":48,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"295c37e1-f11f-44f0-9cf0-fbce8bcff168"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":55,"estimated_tokens_delta":7,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4f560191-a792-4b3d-93b7-f5f7e7223e21"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":61,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"54e99937-2d4e-44cc-8848-5b8fcbcb0621"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":68,"estimated_tokens_delta":7,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"a9b32f14-6e8f-488e-becd-3145282a1907"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":69,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"94f79154-a9e8-415f-b3b8-e273af10122a"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":71,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"cb30eefc-d4c1-472b-ba66-a45ef64ed737"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":72,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4922ec30-5c3b-477e-9ecc-b61095ea0cf0"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":77,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4c4d2165-ace7-4a10-91fe-bb6a02356f4c"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":81,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"bfc1feff-9698-499a-88bd-9157d36bcc69"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":83,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"6d5688b0-fbd1-47aa-9337-6fcaf43b7cea"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":84,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"809ddd34-a5c6-4fa9-944c-1a6a0a53bf94"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":89,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4623d2dc-2d24-4209-830e-86cd0e961d11"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":91,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"3f0b8b11-3a24-4844-a595-f6d4bd2b8026"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":96,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"ca677027-99e6-4f1b-933b-42059f93b3ea"}
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{"type":"system","subtype":"thinking_tokens","estimated_tokens":104,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"2331c0ea-d750-4cff-b3f5-32dd2adf3817"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":109,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"e121189d-4fb8-4ded-88b5-7bbd7fd89730"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":115,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8cbdc16d-b0e2-4407-bdb7-d7df84ca4a31"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":120,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8095891a-eb86-4d33-a7dd-a8606cc347fe"}
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{"type":"system","subtype":"thinking_tokens","estimated_tokens":137,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"1f031bcd-6469-432a-a5c6-27374399744b"}
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{"type":"system","subtype":"thinking_tokens","estimated_tokens":164,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8c383fc9-9b85-4c20-99a4-0a933150ef94"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":171,"estimated_tokens_delta":7,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"f20b8aed-3567-4fc0-8951-6bbb8b3546c8"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":172,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"a97ea458-b393-415c-bb1a-43c7fdcb51a9"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":175,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"bcd8de3e-5aff-4830-9afb-5069f54ee8e1"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":179,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"12a79056-24d5-497b-b5f7-140a844001cf"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":185,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"ebd3f2ab-565e-47fb-a37e-bfb607e44914"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":191,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"77204881-7cbd-41bd-bdc0-b079581018ff"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":193,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"580140c3-67dc-414f-a171-bfb413f6fb42"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":198,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8b7ccc22-6add-4b29-8a2a-612c8ab1b78d"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":204,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"7dcf25ad-e4ab-475b-9053-94f62e3646d7"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":210,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"bbee9a03-acec-4397-bb1e-079a683736ec"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":216,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"48b44131-6310-4242-b9ad-056ae0dbe8d2"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":221,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"435052a1-914e-4170-b273-cb89a089744e"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":226,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"7179e963-c7a4-475f-bd0d-6035f64f5201"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":229,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4d94a1cd-5523-465f-9c8f-1a2415bee1af"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":232,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"b62f0892-e7c5-48c6-917a-f53960dd9f15"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":233,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"730cf8f2-cd29-4956-9838-06be14cb9761"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":235,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"d9cf8438-6b2a-4eef-8dd8-6f18356b8ce7"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gYgovYLGbKBkkQmmEB","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I notice the acc tmem_load happens unconditionally outside the scf.if, and the tmem_store also happens unconditionally — so Triton hoisted the TMEM load out of the conditional, meaning the conditional rescale doesn't actually avoid the round trip like I'd hoped.\n\nTracing the prefetch loop order: wait S, load S, reduce max, check condition, wait for previous PV, load acc, maybe rescale, wait K, issue next QK into the same TMEM S buffer, exp2, sum, wait V, store P, store acc, issue PV. The problem is that waiting for PV(i) to finish before loading acc serializes the tensor cores and CUDA cores every iteration, since that acc TMEM round trip sits right in the critical path. I'm thinking about how to stop Triton from hoisting this — maybe forcing the rescale to happen inside the if block with acc as an explicit operand so it can't be pulled out.\n\nSince Triton's TMEM hoisting pass inserts a load before the if-statement whenever the accumulator is yielded (to supply the else-branch value), it always ends up loading acc unconditionally unless the accumulator isn't yielded at all. I consider folding the rescale directly into the MMA, but accumulator scaling isn't something the MMA instruction supports. A better route from the flash-attention literature: skip per-iteration rescaling entirely by using a fixed reference max for all blocks, computed as an upper bound ahead of time, so no mid-loop correction is ever needed.\n\nTesting a Cauchy-Schwarz bound for that upper bound, it's far too loose and would cause exp2 underflow for typical magnitudes, so I rule that out. A two-pass scheme that computes the true row max over all keys first is also too expensive since QK^T is half the total FLOPs. I think about chunking the KV range into sub-ranges each with local accumulators, but that doesn't resolve the core issue either, so I move toward a lazy-tolerance approach: only trigger a rescale when the running max grows beyond a threshold TAU, since in practice the max over a growing window of keys tends to increase slowly rather than jump dramatically block to block.\n\nWorking through the statistics for normal Gaussian q,k vectors, I estimate the max score over 64 keys versus over 128K keys and find the growth in log2 units is only around 3, meaning with TAU=8 no rescale would ever be needed after the first block for well-behaved data. The concern is adversarial inputs with large outliers that could cause sudden jumps requiring a rescale, so I consider doing the first several blocks with full rescaling and then handling rare large jumps separately, though the TMEM load constraint complicates that plan.\n\nI'm now thinking about restructuring the loop so the conditional rescale doesn't force an unconditional load in Triton's generated code — maybe by splitting into an outer loop that breaks into an inner loop with no rescale at all, which runs until a jump is detected, then rescales and continues. Since Triton lacks a true `break` statement, I'd need to emulate early exit within the while loop, and I'm considering how to accumulate probabilities without rescaling the accumulator mid-inner-loop.\n\nBut I'm worried about numerical overflow: using a stale row max to compute exp2(s - m_stale) could blow up to infinity if a jump is large enough, so naive clamping would break the math. I'm now weighing a two-accumulator scheme and a fixed-reference-max approach, but both seem to run into the same overflow problem when the jump in row max is large.\n\nI'm considering a Triton loop that processes blocks without rescaling as long as no row exceeds a threshold, but once an overflow risk is detected, the already-accumulated clamped contributions can't be undone, so I need a way to detect jumps before they corrupt the accumulator.\n\nI'm working out whether an inner while-loop with a jump check before each matmul could let the outer code exit cleanly to rescale before continuing, though wrapping the matmul in a conditional block may run into Triton's limitations.\n\nSince Triton's pipeliner only handles for-loops, I'm reconsidering: run a quick phase 1 rescale pass on the first block or two, then switch to a main phase 2 loop that keeps a fixed max without rescaling, accepting possible overflow and detecting it afterward rather than guarding every step.\n\nIf any block's max exceeds the fixed threshold by more than the tolerance, I can just redo the whole loop for that program in the robust always-rescale mode. The redo doubles cost only for pathological inputs, so normal timed benchmark data stays fast while correctness is preserved.\n\nSince the true max can only be at or above m_fixed, this undercount is safe. Precision of the running sum in fp32 is fine too, so I'll set m_fixed as the max over block 0, tolerating growth up to TAU=8 log2-units before triggering a redo — normal data stays within that margin while extreme outliers (like 80× larger values) would fall back to the slower but correct redo path.\n\nI could push TAU even higher, like 16 or 32, since bf16's relative precision means magnitude doesn't matter and the numbers stay well within fp32's range even with very large values — overflow isn't really a risk here. The real thing to watch for instead is underflow if m_fixed ends up set too high.\n\nI could track a running max vector across iterations instead, which is a cheap vector op, then check after the loop if it exceeds m_fixed by more than TAU. An even cheaper option is skipping the rowmax and instead detecting overflow through l itself, though that's ambiguous since l can grow large legitimately when many p values are moderately large rather than from one huge outlier.\n\nSo really the main failure mode is overflow to infinity or NaN, not precision loss — bf16 and fp32 tolerate a wide dynamic range as long as values stay finite, so checking that l and acc remain finite with a sufficiently generous TAU should be enough.\n\nActually acc can overflow even when l is finite if v is large, so tracking the row max explicitly is the safer route — this adds no real cost since the Triton kernel already computes a row max each iteration.\n\nThough I'm second-guessing whether that rowmax is actually cheap given the TMEM layout: with 8 warps split across rows and columns, each thread only holds half a row's elements, so the reduction has to account for that partitioning across threads.\n\nWith 8 warps, the row-max needs a cross-warp combine through shared memory since each row is split between two warps, which adds real overhead. Using 4 warps instead lets each thread own a full row, avoiding cross-thread reduction entirely, but acc stays in TMEM for the fast path anyway so this mainly matters for the rare rescale path, where 4 warps could cause register spills — risky for compilation but maybe tolerable since it's infrequent.\n\nThe fast loop per iteration would wait for S, load it from TMEM, compute row max for overflow detection, exponentiate into P, compute row sum, cast P to bf16, store P back to TMEM, and issue the PV matmul while also handling K/V TMA loads and issuing the next QK matmul — and since acc is only touched inside tl.dot with no elementwise ops, Triton should keep it resident in TMEM via accumulator chaining rather than reloading it into registers.\n\nPipelining-wise, since QK(i+1) is issued before softmax(i) and PV(i) follows, the single P buffer in TMEM forces a wait on PV(i) completion before writing P(i+1) — tensor core work per iteration (QK + PV) runs around 1280 clocks while softmax's 8192-element exp2 takes roughly 512 clocks on CUDA cores, so the iteration time should be bound by the ~1280 clock MMA work if overlap is clean.\n\nThat works out to roughly 80% of peak throughput, around 2 PFLOPs, assuming the SMEM-bound QK phase is really the bottleneck — though with BN=128 the QK step isn't SMEM-limited anymore, trading that constraint for fewer pipeline stages.\n\nNow I'm sketching a v4 design using a fixed-max fast path with a redo fallback: computing the max from the first block of the split (applying masking as needed), then running a fast loop over the remaining unmasked blocks using that fixed max value instead of recomputing it each time.\n\nThe fallback loop tracks whether the running max ever drifts too far from the fixed value, and if it does, reruns the whole split with the standard robust online-softmax approach. Getting the fixed max requires one extra QK matmul for the first block before entering the fast loop, but that's a negligible cost spread over 100+ blocks per split — I could also just peel the first iteration instead.\n\nIf the deviation exceeds TAU, I fall back to redoing the whole range with the robust masked loop instead, since masking is harmless on fully visible blocks and this keeps the code simpler—just slower in the rare bad case.\n\nI can handle the conditional reset by multiplying acc through a redo flag, accepting one extra round trip. I also need to handle the case where the fast loop never ran, defaulting m, l, and acc to their empty-state values, and should check that the very first block of the fast loop is fully unmasked so edge rows still behave correctly.\n\nNow I want to experiment with warp counts and block sizes empirically, and try both the manual-prefetch and straightforward versions of the fast loop to see which performs better.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":7247,"cache_read_input_tokens":95718,"cache_creation":{"ephemeral_5m_input_tokens":7247,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8ab0a263-6cdb-4edd-b848-3e1799e78454","timestamp":"2026-10-17T23:33:56.229Z","request_id":"req_011Cg8gYgSrAwSMt6toLVWKZ","thinking_duration_ms":75860,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gYgovYLGbKBkkQmmEB","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018hY2wGbXrvCYKvn9PNDKgY","name":"Bash","input":{"command":"cat > /workspace/dev/v4.py << 'EOF'\nimport math\nimport torch\nimport triton\nimport triton.language as tl\n\n\n@triton.jit\ndef _robust(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo, hi, tok, shift, qk_scale,\n            BM: tl.constexpr, BN: tl.constexpr):\n    for n in range(lo, hi, BN):\n        k = k_desc.load([kv_row0 + n, kv_col])\n        s = tl.dot(q, k.T)\n        cols = n + tl.arange(0, BN)\n        ok = cols[None, :] <= (shift + tok)[:, None]\n        s = tl.where(ok, s * qk_scale, float('-inf'))\n        m_new = tl.maximum(m_i, tl.max(s, 1))\n        m_use = tl.where(m_new == float('-inf'), 0.0, m_new)\n        p = tl.math.exp2(s - m_use[:, None])\n        alpha = tl.math.exp2(m_i - m_use)\n        l_i = l_i * alpha + tl.sum(p, 1)\n        acc = acc * alpha[:, None]\n        v = v_desc.load([kv_row0 + n, kv_col])\n        acc = tl.dot(p.to(tl.bfloat16), v, acc)\n        m_i = m_new\n    return acc, l_i, m_i\n\n\n@triton.jit\ndef _fast(acc, l_i, m_f, m_seen, q, k_desc, v_desc, kv_row0, kv_col, lo, hi, qk_scale,\n          BM: tl.constexpr, BN: tl.constexpr, PREF: tl.constexpr):\n    # fixed reference max m_f (log2 units): no rescaling of acc inside the loop\n    if PREF:\n        k = k_desc.load([kv_row0 + lo, kv_col])\n        s = tl.dot(q, k.T)\n        for n in range(lo, hi, BN):\n            nn = tl.minimum(n + BN, hi - BN)\n            k2 = k_desc.load([kv_row0 + nn, kv_col])\n            s_next = tl.dot(q, k2.T)\n            m_seen = tl.maximum(m_seen, tl.max(s, 1))\n            p = tl.math.exp2(s * qk_scale - m_f[:, None])\n            l_i = l_i + tl.sum(p, 1)\n            v = v_desc.load([kv_row0 + n, kv_col])\n            acc = tl.dot(p.to(tl.bfloat16), v, acc)\n            s = s_next\n    else:\n        for n in range(lo, hi, BN):\n            k = k_desc.load([kv_row0 + n, kv_col])\n            s = tl.dot(q, k.T)\n            m_seen = tl.maximum(m_seen, tl.max(s, 1))\n            p = tl.math.exp2(s * qk_scale - m_f[:, None])\n            l_i = l_i + tl.sum(p, 1)\n            v = v_desc.load([kv_row0 + n, kv_col])\n            acc = tl.dot(p.to(tl.bfloat16), v, acc)\n    return acc, l_i, m_seen\n\n\n@triton.jit\ndef _attn_split(Q, K, V, OP, LP, Sq, Sk, chunk, qk_scale,\n                HQ: tl.constexpr, HKV: tl.constexpr, D: tl.constexpr, G: tl.constexpr,\n                BM: tl.constexpr, BN: tl.constexpr, PREF: tl.constexpr, TAU: tl.constexpr):\n    pid_q = tl.program_id(0)\n    pid_s = tl.program_id(1)\n    pid_bh = tl.program_id(2)\n    NB = tl.num_programs(2) // (HQ // G)\n    b = pid_bh // (HQ // G)\n    hg = pid_bh % (HQ // G)\n    hk = hg * G // (HQ // HKV)\n    TM: tl.constexpr = BM // G\n    t0 = pid_q * TM\n    rows = tl.arange(0, BM)\n    tok = t0 + rows // G\n    hq = hg * G + rows % G\n    rd = tl.arange(0, D)\n    rmask = tok < Sq\n    if G == 1:\n        q_desc = tl.make_tensor_descriptor(Q, shape=[(b + 1) * Sq, HQ * D], strides=[HQ * D, 1],\n                                           block_shape=[BM, D])\n        q = q_desc.load([b * Sq + t0, hg * D])\n    else:\n        q_desc = tl.make_tensor_descriptor(Q, shape=[(b + 1) * Sq, HQ, D], strides=[HQ * D, D, 1],\n                                           block_shape=[TM, G, D])\n        q = q_desc.load([b * Sq + t0, hg * G, 0]).reshape(BM, D)\n\n    shift = Sk - Sq\n    kv_hi = tl.minimum(Sk, shift + t0 + TM)\n    lo = pid_s * chunk\n    hi = tl.minimum(lo + chunk, kv_hi)\n    mask_start = ((shift + t0 + 1) // BN) * BN\n    hi1 = tl.minimum(hi, mask_start)\n\n    k_desc = tl.make_tensor_descriptor(K, shape=[(b + 1) * Sk, HKV * D], strides=[HKV * D, 1],\n                                       block_shape=[BN, D])\n    v_desc = tl.make_tensor_descriptor(V, shape=[(b + 1) * Sk, HKV * D], strides=[HKV * D, 1],\n                                       block_shape=[BN, D])\n    kv_row0 = b * Sk\n    kv_col = hk * D\n\n    l_i = tl.zeros((BM,), tl.float32)\n    acc = tl.zeros((BM, D), tl.float32)\n    m_i = tl.full((BM,), float('-inf'), tl.float32)\n    lo2 = tl.maximum(lo, mask_start)\n    if lo < hi1:\n        k0 = k_desc.load([kv_row0 + lo, kv_col])\n        s0 = tl.dot(q, k0.T)\n        m_raw = tl.max(s0, 1)\n        m_f = m_raw * qk_scale\n        acc, l_i, m_seen = _fast(acc, l_i, m_f, m_raw, q, k_desc, v_desc, kv_row0, kv_col, lo, hi1, qk_scale,\n                                 BM, BN, PREF)\n        bad = tl.max(tl.reshape(m_seen * qk_scale - m_f, (BM // 32, 32)), axis=None) > TAU\n        if bad:\n            lo2 = lo\n            acc = tl.zeros((BM, D), tl.float32)\n            l_i = tl.zeros((BM,), tl.float32)\n        else:\n            m_i = m_f\n    acc, l_i, m_i = _robust(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo2, hi,\n                            tok, shift, qk_scale, BM, BN)\n    l_safe = tl.where(l_i == 0.0, 1.0, l_i)\n    acc = acc / l_safe[:, None]\n    lse = tl.where(l_i == 0.0, float('-inf'), m_i + tl.math.log2(l_safe))\n    prow = (pid_s * NB + b) * Sq + tok\n    o_off = (prow.to(tl.int64) * HQ + hq) * D\n    tl.store(OP + o_off[:, None] + rd[None, :], acc, mask=rmask[:, None])\n    tl.store(LP + prow.to(tl.int64) * HQ + hq, lse, mask=rmask)\n\n\n@triton.jit\ndef _combine(OP, LP, O, R, NS, D: tl.constexpr, BR: tl.constexpr, NSP: tl.constexpr):\n    pid = tl.program_id(0)\n    rows = pid * BR + tl.arange(0, BR)\n    rmask = rows < R\n    sp = tl.arange(0, NSP)\n    smask = sp < NS\n    lse = tl.load(LP + sp[None, :].to(tl.int64) * R + rows[:, None], mask=smask[None, :] & rmask[:, None],\n                  other=float('-inf'))\n    mx = tl.max(lse, 1)\n    mx = tl.where(mx == float('-inf'), 0.0, mx)\n    w = tl.math.exp2(lse - mx[:, None])\n    wsum = tl.sum(w, 1)\n    w = w / tl.where(wsum == 0.0, 1.0, wsum)[:, None]\n    rd = tl.arange(0, D)\n    acc = tl.zeros((BR, D), tl.float32)\n    for s in range(0, NS):\n        ws = tl.sum(tl.where(sp[None, :] == s, w, 0.0), 1)\n        o = tl.load(OP + (s * R + rows[:, None]).to(tl.int64) * D + rd[None, :], mask=rmask[:, None], other=0.0)\n        acc += tl.where(ws[:, None] > 0.0, o * ws[:, None], 0.0)\n    tl.store(O + rows[:, None].to(tl.int64) * D + rd[None, :], acc.to(tl.bfloat16), mask=rmask[:, None])\n\n\ndef _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\n\n\nCFG = dict(G=2, BN=64, num_warps=8, num_stages=2, maxnreg=None, waves=2, PREF=False, TAU=12.0)\n\n\ndef kernel_fn(q, k, v, out):\n    triton.set_allocator(_alloc)\n    B, Sq, HQ, D = q.shape\n    Sk, HKV = k.shape[1], k.shape[2]\n    G = CFG['G']\n    BM, BN = 128, CFG['BN']\n    TM = BM // G\n    NQT = triton.cdiv(Sq, TM)\n    tiles = NQT * B * (HQ // G)\n    nsm = 148\n    nblk = triton.cdiv(Sk, BN)\n    ns = max(1, min(nblk, (CFG['waves'] * nsm + tiles - 1) // tiles))\n    chunk = triton.cdiv(nblk, ns) * BN\n    ns = triton.cdiv(Sk, chunk)\n    op = torch.empty((ns, B, Sq, HQ, D), dtype=torch.float32, device=q.device)\n    lp = torch.empty((ns, B, Sq, HQ), dtype=torch.float32, device=q.device)\n    kw = {}\n    if CFG['maxnreg']:\n        kw['maxnreg'] = CFG['maxnreg']\n    _attn_split[(NQT, ns, B * (HQ // G))](q, k, v, op, lp, Sq, Sk, chunk, 1.4426950408889634 / math.sqrt(D),\n                                          HQ=HQ, HKV=HKV, D=D, G=G, BM=BM, BN=BN, PREF=CFG['PREF'],\n                                          TAU=CFG['TAU'], num_warps=CFG['num_warps'],\n                                          num_stages=CFG['num_stages'], **kw)\n    R = B * Sq * HQ\n    BR = 16\n    _combine[(triton.cdiv(R, BR),)](op, lp, out, R, ns, D=D, BR=BR, NSP=triton.next_power_of_2(ns), num_warps=4)\nEOF\ntimeout 900 python sweep.py v4.py '[{\"PREF\":false},{\"PREF\":true},{\"PREF\":false,\"num_warps\":4},{\"PREF\":true,\"num_warps\":4}]' 2>&1 | grep -v \"^  \" | grep -E \"OK|WRONG|FAIL|error:\"","description":"v4: fixed-max fast path with robust fallback"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":7247,"cache_read_input_tokens":95718,"cache_creation":{"ephemeral_5m_input_tokens":7247,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"345e2f2b-e48a-4c69-8071-d5caa8cb3467","timestamp":"2026-10-17T23:34:21.484Z","request_id":"req_011Cg8gYgSrAwSMt6toLVWKZ"}
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{"type":"system","subtype":"task_notification","task_id":"b396gi1bc","run_id":"0mvd1adbe-6f6c8e86","tool_use_id":"toolu_018inc5wiY2ytdJRRYEGE7JY","status":"completed","output_file":"","summary":"Inspect v4 fast loop TTGIR","uuid":"7db20b71-1363-4bbc-96c3-50b20de1901f","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018inc5wiY2ytdJRRYEGE7JY","type":"tool_result","content":"regs 240 spills 0 shared 197696\n      %m_seen_169:15 = scf.for %m_seen_182 = %lo2 to %m_seen_168 step %c64_i32 iter_args(%arg10 = %cst_0, %m_raw_183 = %m_raw_128, %s_184 = %c1_i32, %s_185 = %c0_i32, %acc_186 = %c0_i32, %acc_187 = %c1_i32, %s_188 = %s_160, %p_189 = %p_163, %m_seen_1\n        %m_seen_197 = arith.subi %hi1, %c192_i32 : i32 loc(#loc311)\n        %m_seen_198 = arith.cmpi slt, %m_seen_182, %m_seen_197 : i32 loc(#loc311)\n        %m_seen_199 = arith.subi %hi1, %c128_i32 : i32 loc(#loc311)\n        %m_seen_200 = arith.cmpi slt, %m_seen_182, %m_seen_199 : i32 loc(#loc311)\n        %m_seen_201 = \"tt.reduce\"(%s_188) <{axis = 1 : i32}> ({\n        ^bb0(%m_seen_233: f32 loc(callsite(#loc1 at #loc300)), %m_seen_234: f32 loc(callsite(#loc1 at #loc300))):\n          %m_seen_235 = arith.maxnumf %m_seen_233, %m_seen_234 : f32 loc(#loc320)\n          tt.reduce.return %m_seen_235 : f32 loc(#loc312)\n        }) : (tensor<128x64xf32, #linear1>) -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc312)\n        %m_seen_202 = arith.maxnumf %m_raw_183, %m_seen_201 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc301)\n        %l_i_203 = \"tt.reduce\"(%p_189) <{axis = 1 : i32}> ({\n        ^bb0(%l_i_233: f32 loc(callsite(#loc1 at #loc302)), %l_i_234: f32 loc(callsite(#loc1 at #loc302))):\n          %l_i_235 = arith.addf %l_i_233, %l_i_234 : f32 loc(#loc321)\n          tt.reduce.return %l_i_235 : f32 loc(#loc314)\n        }) : (tensor<128x64xf32, #linear1>) -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc314)\n        %l_i_204 = arith.addf %arg10, %l_i_203 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc303)\n        ttng.wait_barrier %m_seen_190, %s_191, %true deps %q_39, %s_192 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc296)\n        %s_205 = ttng.tmem_load %s_153 : !ttg.memdesc<128x64xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear1> loc(#loc296)\n        %p_206 = arith.mulf %s_205, %p_132 : tensor<128x64xf32, #linear1> loc(#loc289)\n        %p_207 = arith.subf %p_206, %p_134 : tensor<128x64xf32, #linear1> loc(#loc291)\n        %p_208 = math.exp2 %p_207 : tensor<128x64xf32, #linear1> loc(#loc298)\n        %m_seen_209 = ttg.memdesc_index %m_seen_146[%acc_187] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.wait_barrier %m_seen_209, %acc_186, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        %v_210 = ttg.memdesc_index %v_142[%acc_187] : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc295)\n        %acc_211 = arith.truncf %p_208 : tensor<128x64xf32, #linear1> to tensor<128x64xbf16, #linear1> loc(#loc299)\n        ttng.wait_barrier %m_seen_193, %m_seen_194 deps %acc_165, %v_195 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc292)\n        ttng.tmem_store %acc_211, %acc_165, %true : tensor<128x64xbf16, #linear1> -> !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable> loc(#loc292)\n        %m_seen_212 = ttg.memdesc_index %m_seen_138[%acc_187] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.tc_gen5_mma %acc_165, %v_210, %acc_135, %true, %true, %m_seen_212[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem1, \n        %acc_213 = arith.xori %acc_186, %c1_i32 : i32 loc(#loc292)\n        %acc_214 = arith.addi %acc_187, %c1_i32 : i32 loc(#loc292)\n        %acc_215 = arith.cmpi sge, %acc_214, %c2_i32 : i32 loc(#loc292)\n        %acc_216 = arith.select %acc_215, %c0_i32, %acc_214 : i32 loc(#loc292)\n        %acc_217 = arith.select %acc_215, %acc_213, %acc_186 : i32 loc(#loc292)\n        %m_seen_218 = ttg.memdesc_index %m_seen_143[%acc_216] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.wait_barrier %m_seen_218, %acc_217, %m_seen_200 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        %k_219 = ttg.memdesc_index %k_141[%acc_216] : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc294)\n        %s_220 = ttg.memdesc_trans %k_219 {order = array<i32: 1, 0>} : !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc296)\n        %m_seen_221 = ttg.memdesc_index %m_seen[%s_185] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.tc_gen5_mma %q_39, %s_220, %s_153, %false, %m_seen_200, %m_seen_221[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem, #ttng.tens\n        %m_seen_222 = ttg.memdesc_index %m_seen_146[%s_185] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.barrier_expect %m_seen_222, 32768, %m_seen_200 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        %v_223 = ttg.memdesc_index %v_142[%s_185] : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc295)\n        ttng.async_tma_copy_global_to_local %v_desc_47[%k_196, %kv_col] %v_223, %m_seen_222, %m_seen_200 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, muta\n        %s_224 = arith.xori %s_184, %c1_i32 : i32 loc(#loc296)\n        %s_225 = arith.addi %s_185, %c1_i32 : i32 loc(#loc296)\n        %s_226 = arith.cmpi sge, %s_225, %c2_i32 : i32 loc(#loc296)\n        %s_227 = arith.select %s_226, %c0_i32, %s_225 : i32 loc(#loc296)\n        %s_228 = arith.select %s_226, %s_224, %s_184 : i32 loc(#loc296)\n        %m_seen_229 = arith.addi %m_seen_182, %c192_i32 : i32 loc(#loc311)\n        %k_230 = arith.addi %kv_row0, %m_seen_229 : i32 loc(#loc297)\n        %m_seen_231 = ttg.memdesc_index %m_seen_143[%s_227] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.barrier_expect %m_seen_231, 32768, %m_seen_198 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        %k_232 = ttg.memdesc_index %k_141[%s_227] : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc294)\n        ttng.async_tma_copy_global_to_local %k_desc_46[%k_230, %kv_col] %k_232, %m_seen_231, %m_seen_198 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, muta\n        scf.yield %l_i_204, %m_seen_202, %s_228, %s_227, %acc_217, %acc_216, %s_205, %p_208, %m_seen_221, %s_184, %s_220, %m_seen_212, %acc_186, %v_210, %k_230 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>>, tensor<128xf32, #ttg.slice<{d\n      } loc(#loc311)\n      %m_seen_170 = \"tt.reduce\"(%m_seen_169#6) <{axis = 1 : i32}> ({\n      ^bb0(%m_seen_182: f32 loc(callsite(#loc1 at #loc300)), %m_seen_183: f32 loc(callsite(#loc1 at #loc300))):\n        %m_seen_184 = arith.maxnumf %m_seen_182, %m_seen_183 : f32 loc(#loc320)\n        tt.reduce.return %m_seen_184 : f32 loc(#loc312)\n      }) : (tensor<128x64xf32, #linear1>) -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc312)\n      %m_seen_171 = arith.maxnumf %m_seen_169#1, %m_seen_170 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc301)\n      %l_i = \"tt.reduce\"(%m_seen_169#7) <{axis = 1 : i32}> ({\n      ^bb0(%l_i_182: f32 loc(callsite(#loc1 at #loc302)), %l_i_183: f32 loc(callsite(#loc1 at #loc302))):\n        %l_i_184 = arith.addf %l_i_182, %l_i_183 : f32 loc(#loc321)\n        tt.reduce.return %l_i_184 : f32 loc(#loc314)\n      }) : (tensor<128x64xf32, #linear1>) -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc314)\n      %l_i_172 = arith.addf %m_seen_169#0, %l_i : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc303)\n      ttng.wait_barrier %m_seen_169#11, %m_seen_169#12 deps %acc_165, %m_seen_169#13 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> \n      ttng.inval_barrier %m_seen_147 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_148 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %m_seen_146 : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_144 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_145 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %m_seen_143 : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %v_142 : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %k_141 : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_139 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_140 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %m_seen_138 : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_136 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_137 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %m_seen : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc311)\n      %bad = arith.mulf %m_seen_171, %m_f : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc199)\n      %bad_173 = arith.subf %bad, %m_i_130 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc200)\n      %bad_174 = tt.reshape %bad_173 allow_reorder : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> -> tensor<128xf32, #blocked1> loc(#loc255)\n      %bad_175 = \"tt.reduce\"(%bad_174) <{axis = 0 : i32}> ({\n      ^bb0(%bad_182: f32 loc(callsite(#loc1 at #loc201)), %bad_183: f32 loc(callsite(#loc1 at #loc201))):\n        %bad_184 = arith.maxnumf %bad_182, %bad_183 : f32 loc(#loc304)\n        tt.reduce.return %bad_184 : f32 loc(#loc255)\n      }) : (tensor<128xf32, #blocked1>) -> f32 loc(#loc255)\n      %bad_176 = arith.cmpf ogt, %bad_175, %cst_7 : f32 loc(#loc202)\n      %lo2_177 = arith.select %bad_176, %cst_9, %m_i_131 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc316)\n      %lo2_178 = arith.select %bad_176, %lo2, %lo2_48 : i32 loc(#loc316)\n      %lo2_179 = arith.select %bad_176, %cst_0, %l_i_172 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc316)\n      %acc_180 = ttng.tmem_load %acc_135 : !ttg.memdesc<128x256xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear2> loc(#loc292)\n      %lo2_181 = arith.select %bad_176, %cst_1, %acc_180 : tensor<128x256xf32, #linear2> loc(#loc316)\n      scf.yield %lo2_179, %lo2_181, %lo2_177, %lo2_178 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>>, tensor<128x256xf32, #linear2>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32 loc(#loc316)\n    } else {\n      scf.yield %cst_0, %cst_1, %cst_9, %lo2_48 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>>, tensor<128x256xf32, #linear2>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32 loc(#loc43)\n    } loc(#loc43)\n    %2 = ttg.convert_layout %1#0 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc43)\n    %cols = tt.make_range {end = 64 : i32, start = 0 : i32} : tensor<64xi32, #ttg.slice<{dim = 0, parent = #linear}>> loc(#loc258)\n    %ok = tt.splat %shift : i32 -> tensor<128xi32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc259)\n    %ok_49 = arith.addi %ok, %tok_22 : tensor<128xi32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc259)\n    %ok_50 = tt.expand_dims %ok_49 {axis = 1 : i32} : tensor<128xi32, #ttg.slice<{dim = 1, parent = #linear}>> -> tensor<128x1xi32, #linear> loc(#loc260)\n    %ok_51 = tt.broadcast %ok_50 : tensor<128x1xi32, #linear> -> tensor<128x64xi32, #linear> loc(#loc261)\n    %s = tt.splat %qk_scale : f32 -> tensor<128x64xf32, #linear> loc(#loc262)\n    %acc = ttng.tmem_alloc : () -> !ttg.memdesc<128x256xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc263)\n    ttng.tmem_store %1#1, %acc, %true : tensor<128x256xf32, #linear2> -> !ttg.memdesc<128x256xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc263)\n    %m_i = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc317)\n    %m_i_52 = ttg.memdesc_index %m_i[%c0_i32] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    ttng.init_barrier %m_i_52, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    %m_i_53 = ttg.memdesc_index %m_i[%c1_i32] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    ttng.init_barrier %m_i_53, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    %m_i_54 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc317)\n    %m_i_55 = ttg.memdesc_index %m_i_54[%c0_i32] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    ttng.init_barrier %m_i_55, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"74207fa2-0f4c-496b-b4b9-ce6c689415ab","timestamp":"2026-10-17T23:34:46.340Z","tool_use_result":{"stdout":"regs 240 spills 0 shared 197696\n      %m_seen_169:15 = scf.for %m_seen_182 = %lo2 to %m_seen_168 step %c64_i32 iter_args(%arg10 = %cst_0, %m_raw_183 = %m_raw_128, %s_184 = %c1_i32, %s_185 = %c0_i32, %acc_186 = %c0_i32, %acc_187 = %c1_i32, %s_188 = %s_160, %p_189 = %p_163, %m_seen_1\n        %m_seen_197 = arith.subi %hi1, %c192_i32 : i32 loc(#loc311)\n        %m_seen_198 = arith.cmpi slt, %m_seen_182, %m_seen_197 : i32 loc(#loc311)\n        %m_seen_199 = arith.subi %hi1, %c128_i32 : i32 loc(#loc311)\n        %m_seen_200 = arith.cmpi slt, %m_seen_182, %m_seen_199 : i32 loc(#loc311)\n        %m_seen_201 = \"tt.reduce\"(%s_188) <{axis = 1 : i32}> ({\n        ^bb0(%m_seen_233: f32 loc(callsite(#loc1 at #loc300)), %m_seen_234: f32 loc(callsite(#loc1 at #loc300))):\n          %m_seen_235 = arith.maxnumf %m_seen_233, %m_seen_234 : f32 loc(#loc320)\n          tt.reduce.return %m_seen_235 : f32 loc(#loc312)\n        }) : (tensor<128x64xf32, #linear1>) -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc312)\n        %m_seen_202 = arith.maxnumf %m_raw_183, %m_seen_201 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc301)\n        %l_i_203 = \"tt.reduce\"(%p_189) <{axis = 1 : i32}> ({\n        ^bb0(%l_i_233: f32 loc(callsite(#loc1 at #loc302)), %l_i_234: f32 loc(callsite(#loc1 at #loc302))):\n          %l_i_235 = arith.addf %l_i_233, %l_i_234 : f32 loc(#loc321)\n          tt.reduce.return %l_i_235 : f32 loc(#loc314)\n        }) : (tensor<128x64xf32, #linear1>) -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc314)\n        %l_i_204 = arith.addf %arg10, %l_i_203 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc303)\n        ttng.wait_barrier %m_seen_190, %s_191, %true deps %q_39, %s_192 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc296)\n        %s_205 = ttng.tmem_load %s_153 : !ttg.memdesc<128x64xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear1> loc(#loc296)\n        %p_206 = arith.mulf %s_205, %p_132 : tensor<128x64xf32, #linear1> loc(#loc289)\n        %p_207 = arith.subf %p_206, %p_134 : tensor<128x64xf32, #linear1> loc(#loc291)\n        %p_208 = math.exp2 %p_207 : tensor<128x64xf32, #linear1> loc(#loc298)\n        %m_seen_209 = ttg.memdesc_index %m_seen_146[%acc_187] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.wait_barrier %m_seen_209, %acc_186, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        %v_210 = ttg.memdesc_index %v_142[%acc_187] : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc295)\n        %acc_211 = arith.truncf %p_208 : tensor<128x64xf32, #linear1> to tensor<128x64xbf16, #linear1> loc(#loc299)\n        ttng.wait_barrier %m_seen_193, %m_seen_194 deps %acc_165, %v_195 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc292)\n        ttng.tmem_store %acc_211, %acc_165, %true : tensor<128x64xbf16, #linear1> -> !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable> loc(#loc292)\n        %m_seen_212 = ttg.memdesc_index %m_seen_138[%acc_187] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.tc_gen5_mma %acc_165, %v_210, %acc_135, %true, %true, %m_seen_212[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem1, \n        %acc_213 = arith.xori %acc_186, %c1_i32 : i32 loc(#loc292)\n        %acc_214 = arith.addi %acc_187, %c1_i32 : i32 loc(#loc292)\n        %acc_215 = arith.cmpi sge, %acc_214, %c2_i32 : i32 loc(#loc292)\n        %acc_216 = arith.select %acc_215, %c0_i32, %acc_214 : i32 loc(#loc292)\n        %acc_217 = arith.select %acc_215, %acc_213, %acc_186 : i32 loc(#loc292)\n        %m_seen_218 = ttg.memdesc_index %m_seen_143[%acc_216] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.wait_barrier %m_seen_218, %acc_217, %m_seen_200 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        %k_219 = ttg.memdesc_index %k_141[%acc_216] : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc294)\n        %s_220 = ttg.memdesc_trans %k_219 {order = array<i32: 1, 0>} : !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable> loc(#loc296)\n        %m_seen_221 = ttg.memdesc_index %m_seen[%s_185] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.tc_gen5_mma %q_39, %s_220, %s_153, %false, %m_seen_200, %m_seen_221[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem, #ttng.tens\n        %m_seen_222 = ttg.memdesc_index %m_seen_146[%s_185] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.barrier_expect %m_seen_222, 32768, %m_seen_200 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        %v_223 = ttg.memdesc_index %v_142[%s_185] : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc295)\n        ttng.async_tma_copy_global_to_local %v_desc_47[%k_196, %kv_col] %v_223, %m_seen_222, %m_seen_200 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, muta\n        %s_224 = arith.xori %s_184, %c1_i32 : i32 loc(#loc296)\n        %s_225 = arith.addi %s_185, %c1_i32 : i32 loc(#loc296)\n        %s_226 = arith.cmpi sge, %s_225, %c2_i32 : i32 loc(#loc296)\n        %s_227 = arith.select %s_226, %c0_i32, %s_225 : i32 loc(#loc296)\n        %s_228 = arith.select %s_226, %s_224, %s_184 : i32 loc(#loc296)\n        %m_seen_229 = arith.addi %m_seen_182, %c192_i32 : i32 loc(#loc311)\n        %k_230 = arith.addi %kv_row0, %m_seen_229 : i32 loc(#loc297)\n        %m_seen_231 = ttg.memdesc_index %m_seen_143[%s_227] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        ttng.barrier_expect %m_seen_231, 32768, %m_seen_198 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n        %k_232 = ttg.memdesc_index %k_141[%s_227] : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> loc(#loc294)\n        ttng.async_tma_copy_global_to_local %k_desc_46[%k_230, %kv_col] %k_232, %m_seen_231, %m_seen_198 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<64x256xbf16, #shared2, #smem, muta\n        scf.yield %l_i_204, %m_seen_202, %s_228, %s_227, %acc_217, %acc_216, %s_205, %p_208, %m_seen_221, %s_184, %s_220, %m_seen_212, %acc_186, %v_210, %k_230 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>>, tensor<128xf32, #ttg.slice<{d\n      } loc(#loc311)\n      %m_seen_170 = \"tt.reduce\"(%m_seen_169#6) <{axis = 1 : i32}> ({\n      ^bb0(%m_seen_182: f32 loc(callsite(#loc1 at #loc300)), %m_seen_183: f32 loc(callsite(#loc1 at #loc300))):\n        %m_seen_184 = arith.maxnumf %m_seen_182, %m_seen_183 : f32 loc(#loc320)\n        tt.reduce.return %m_seen_184 : f32 loc(#loc312)\n      }) : (tensor<128x64xf32, #linear1>) -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc312)\n      %m_seen_171 = arith.maxnumf %m_seen_169#1, %m_seen_170 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc301)\n      %l_i = \"tt.reduce\"(%m_seen_169#7) <{axis = 1 : i32}> ({\n      ^bb0(%l_i_182: f32 loc(callsite(#loc1 at #loc302)), %l_i_183: f32 loc(callsite(#loc1 at #loc302))):\n        %l_i_184 = arith.addf %l_i_182, %l_i_183 : f32 loc(#loc321)\n        tt.reduce.return %l_i_184 : f32 loc(#loc314)\n      }) : (tensor<128x64xf32, #linear1>) -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc314)\n      %l_i_172 = arith.addf %m_seen_169#0, %l_i : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc303)\n      ttng.wait_barrier %m_seen_169#11, %m_seen_169#12 deps %acc_165, %m_seen_169#13 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem, mutable> \n      ttng.inval_barrier %m_seen_147 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_148 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %m_seen_146 : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_144 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_145 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %m_seen_143 : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %v_142 : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %k_141 : !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_139 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_140 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %m_seen_138 : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_136 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttng.inval_barrier %m_seen_137 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc311)\n      ttg.local_dealloc %m_seen : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc311)\n      %bad = arith.mulf %m_seen_171, %m_f : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc199)\n      %bad_173 = arith.subf %bad, %m_i_130 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc200)\n      %bad_174 = tt.reshape %bad_173 allow_reorder : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> -> tensor<128xf32, #blocked1> loc(#loc255)\n      %bad_175 = \"tt.reduce\"(%bad_174) <{axis = 0 : i32}> ({\n      ^bb0(%bad_182: f32 loc(callsite(#loc1 at #loc201)), %bad_183: f32 loc(callsite(#loc1 at #loc201))):\n        %bad_184 = arith.maxnumf %bad_182, %bad_183 : f32 loc(#loc304)\n        tt.reduce.return %bad_184 : f32 loc(#loc255)\n      }) : (tensor<128xf32, #blocked1>) -> f32 loc(#loc255)\n      %bad_176 = arith.cmpf ogt, %bad_175, %cst_7 : f32 loc(#loc202)\n      %lo2_177 = arith.select %bad_176, %cst_9, %m_i_131 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc316)\n      %lo2_178 = arith.select %bad_176, %lo2, %lo2_48 : i32 loc(#loc316)\n      %lo2_179 = arith.select %bad_176, %cst_0, %l_i_172 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> loc(#loc316)\n      %acc_180 = ttng.tmem_load %acc_135 : !ttg.memdesc<128x256xf32, #tmem1, #ttng.tensor_memory, mutable> -> tensor<128x256xf32, #linear2> loc(#loc292)\n      %lo2_181 = arith.select %bad_176, %cst_1, %acc_180 : tensor<128x256xf32, #linear2> loc(#loc316)\n      scf.yield %lo2_179, %lo2_181, %lo2_177, %lo2_178 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>>, tensor<128x256xf32, #linear2>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32 loc(#loc316)\n    } else {\n      scf.yield %cst_0, %cst_1, %cst_9, %lo2_48 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>>, tensor<128x256xf32, #linear2>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, i32 loc(#loc43)\n    } loc(#loc43)\n    %2 = ttg.convert_layout %1#0 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear1}>> -> tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc43)\n    %cols = tt.make_range {end = 64 : i32, start = 0 : i32} : tensor<64xi32, #ttg.slice<{dim = 0, parent = #linear}>> loc(#loc258)\n    %ok = tt.splat %shift : i32 -> tensor<128xi32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc259)\n    %ok_49 = arith.addi %ok, %tok_22 : tensor<128xi32, #ttg.slice<{dim = 1, parent = #linear}>> loc(#loc259)\n    %ok_50 = tt.expand_dims %ok_49 {axis = 1 : i32} : tensor<128xi32, #ttg.slice<{dim = 1, parent = #linear}>> -> tensor<128x1xi32, #linear> loc(#loc260)\n    %ok_51 = tt.broadcast %ok_50 : tensor<128x1xi32, #linear> -> tensor<128x64xi32, #linear> loc(#loc261)\n    %s = tt.splat %qk_scale : f32 -> tensor<128x64xf32, #linear> loc(#loc262)\n    %acc = ttng.tmem_alloc : () -> !ttg.memdesc<128x256xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc263)\n    ttng.tmem_store %1#1, %acc, %true : tensor<128x256xf32, #linear2> -> !ttg.memdesc<128x256xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc263)\n    %m_i = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc317)\n    %m_i_52 = ttg.memdesc_index %m_i[%c0_i32] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    ttng.init_barrier %m_i_52, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    %m_i_53 = ttg.memdesc_index %m_i[%c1_i32] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    ttng.init_barrier %m_i_53, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    %m_i_54 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc317)\n    %m_i_55 = ttg.memdesc_index %m_i_54[%c0_i32] : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)\n    ttng.init_barrier %m_i_55, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc317)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_018inc5wiY2ytdJRRYEGE7JY","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":5,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"c8d9a606-1e74-46ef-8e7b-3934b62299b5"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":7,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"64eea716-3e2b-46cd-9db2-4946dd797cab"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":13,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"569d066c-34e5-48b3-b55c-071c3fe9f265"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":19,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"72f5dead-9fff-4c39-98eb-a8cdeea82738"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":23,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"f47ec9bb-dc1a-47fb-bb53-7edac95c2da6"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":29,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"89ec84f8-f25b-4545-a2b0-f237fe3a5c0b"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":31,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"75f05fe6-f1be-4821-b076-588c20ea27a6"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":32,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"71cfe674-5ab6-4356-b8d2-b075648b1e48"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":36,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"a62cf361-7184-459c-ba24-4436cdee81c4"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":39,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"0b09027b-61d7-4dfb-b26a-be73affdac2f"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":42,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"a2f8f88c-1e02-4530-98e4-824825ec84f1"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":47,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"9f9372e1-82c1-4c51-8714-bdb556a4174a"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":53,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"c6fa25aa-aaeb-427f-bbf8-ca22fd8ce453"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":57,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"c0945aa1-4e96-49e3-995c-e36e76e2680d"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":59,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"3d55060f-0fc1-4c4a-aaaa-ad3888ef2d62"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":65,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"d32e3115-4192-4070-9ee8-9cba732ffbc7"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":72,"estimated_tokens_delta":7,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"9a52c45f-7793-4cb0-890c-3a0fbd003188"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":76,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"1bd8cae7-a994-4930-9124-7c6205f199eb"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":81,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"114c27e5-987b-446a-9252-70905ea85795"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gi8BQKDqFqbf6t81Jt","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The fast loop structure looks clean now: the pipeliner carries over rowmax/rowsum from the previous iteration, then the sequence runs through waiting on the S MMA, loading S from tmem, computing p via exp2 scaling, waiting on V, truncating, waiting on the previous PV MMA, storing P back to tmem, issuing the PV MMA, waiting on the next K, issuing the next QK MMA, and kicking off the TMA transfers.\n\nThe real bottleneck is that PV(i) and QK(i+1) are serialized with softmax(i+1) in between, so each iteration pays the full cost of PV + QK + softmax sequentially. To fix this I need QK(i+1) issued before PV(i) so softmax(i+1) can overlap with PV(i), which requires separate S and P tmem buffers since S(i) is already read into registers before P(i) is stored. I tried reordering this in my PREF variant but the timing didn't improve, so I suspect the pipeliner is rescheduling the MMAs back to the serial order — I should check the IR and maybe disable the pipeliner's MMA scheduling to confirm.\n\nWithout the pipeliner, though, TMA loads become synchronous, so I'd need to manually prefetch K and V too. Even with num_stages=1, Triton still converts descriptor loads followed by local_alloc into an async TMA copy with an immediate wait, which undermines the manual prefetch — the wait happens right after issue regardless, so source-level prefetching may not actually help.\n\nLet me check the generated IR to see how the pipeliner handled this.\n\n","signature":"CAQS5RgKEAgSGAI4AUIIdGhpbmtpbmcSDKSCyEpG2y6peLPcMBoMMKB1ns2cSIz/xwmjIjB/6FXU2OHf+WtAGglNxIzU643TUsJ434rs5xDRGCk1CY3Bb7NLY7DWJ66B/6xXDYAqghidOyMLQse1jUhR/0FgjThj293CfatM0GrpvPqF1lDO8T7U0cRzrwtFbWmfvO455UuCADer1tUS3ksBX/eSrXz7E0SeEg9fTneJ05McGiEjMAQnGS3PQDeIXbocUd1IN487nFopIH+mlPnP9Xya0Np6hATJB4SKsYKA014gL5aBn81qU/zwkKCHkQx5qVnpTtWxAr9PnSL+Bru2FOMV01sEx2aWNh4nwNNxTOxtnWBQEARqCbgAZ4JDTI++UFSDZ9M0O5fU3NQWCMEtT47wO3WQKaZXBhG6C/RlRP4zJ1Ts/iyLfBTewKzFXHEeps0hVYArQJeilsJo6QLTSk/Uuxiwiy3B/aj5He0LyPwpZDwuEJsqwOT/F5PNrAumcJvfskhj2LXM9awKJVoGl3gi3J9w7DF4WlyT02IYdyS6sNxa06x3P01zU7/sqWgfQqcG/XR5vHOQDezLYpa6wvXhdQzyWN3Gg/j2n8HwaDeFdQDOiCHbTEwHThSOosCBvXz/xUMyK2kdHNXAiXQtUN/PBekSXwNUb6nvH/bhcUxpHeIpS/7Fm448U40JbNkv4Y8lp5btVOd2IEPzn7HFrB2SYOfDnjUgv81K4Q+WJKpQRydTBk6iyarRZdj8JBZzcsaC0ukim7noxqvKroY6Ynaf1zxdd4aS35ki1Z6kUohCVKT8of6f/BAjwVdGVntWcpw7zTtqdwFibWqV7eGI64/Xt++84BEQsbk9rfec28ZVLn7sJVKzfKGlBj6pIWdvnGMUlVOKZJDBDOhYEGtJZ5YenkFbE7o0CWpndosAUjSRwr3teD/Omr4TLOTckkX6Vl6bLfB2iKhWaZRxqrm3j0r9Ff4/ZlG/gsLJTtxm3V/mTZbAVeuPsBTuecIJvRmVwyHwAoefcC9HTRIGpdUy1nz/HHLjnZirpZE/7MFTTINmZtjcV7Ef47ETB4sRPg81mLD717V1sm3tRE0qOLq5VWYz+HgMS2EkGcDqkveLjzaC/zf1gdIfhswXjhVGhELBLXrsl4zfJn760bmMj5RBexZx2v8jQqfejiNBEtlxCmFlrzANTES42s8HuCBnL1JO2DZAiQZ+bfL55BQCDEmiwDCrjH5N9gSUH5BNS0NtRvsBDr+GS0/vWhkD2nwFpeKcYq/JjJcuWf2+QweLrf4F6DzXLUrozoq+s97LgVN4Poy/+lGIp160CoReDHwT3ioZHKpgouVXlBT2YC6L6ZTbUjrAZN0p5vrQt6GEp4/btidhfpslRjuWk7/0pGfPjVVaeZQ+wDAgrkLxBZwK7hGIISwdZpqQy0L8sCq54n8arcWiB7646RvBqRVUQyK9Xu4JRj8wNxtA6wHY2J/QTHhhwQZzLpRCb2aJPnWxf4ZM9YlSEFKIAi8UdGg1fdLBNGW/I/BUDxWriRjcw1PkpmBa4uS5JahJP1k2tzRlXVSzdqBfWlQLhCL3OmL2ouO5F9J6L2qJUrbbxTtVF6F4hrDUNnQ44Ejr4/I3y/Oj5ZYd4kw9ax/J05+OvvdRQzH/934p3kwyucfjegFBZXYKZ0FqYRz2GFxnfvHrR1SOpTuwlzEpUca6KTHleTOzQ/dd0UNT94Lb3qGyqlJbnS489amLhoTxA8Bx9TngUw9foy+qTIiLBmLaHt9aSJDN4TxxCsoAFlMcUy27dx1Su5v04WZTm19PFlrU0HUctzi17MrD8cGq0TCTViXS7AYTlW/HorHy1o7IgTIGTOrriK2s/5oq4Ai7FiT85QdP14ensxUrcdB8vdahYSeFIwCtshg8VBw/wTXJM+ndwtZWRDE1mUE8A52h0rqZRTBi0ke9XXK2UnA8w7OD97GeiAUdq0AD0rImJc0vA/yiaqgu4GS5liEVzd66BqKA1efMO2bfBU7GSMaDclfN+dQ+LK2G6jq17Q+ejXnw1rH7xCJv/L2UitF8uCK+k3qwbOy/OKdPuzH3OI0Anw3tn6LFLAgWMVmoV5xjGOO2M56zjc7AxB8fKL0/WYMNZxGFT4gK2Tnu3o8Nu7ok8pSiVUNHVr2kfYKMaBF0UeRvbzUlV8ExgQ+4tBno9y+NjD1ffxekJHrd7LJq1K6OZms3++sz+VsJRaejHX2kLMPeyYCZTwxu7vtVmU+9+TdJ7cUlowPURnLOJ66hOqDYA9GI4qMSJ4OB0GVYklAzDWhaCARgFy5TMuV+LoT48IQWmmk0Y7QckJdlziwqCNXa+5gKcLhn7o6MAawVAZ09vV7o5C0VPRpIfrjesipmGJGqKMB88JL4bdCz/glMUq3BPfxS4T3pHCxTC7d8tHuEaETwSZhF87/3lpslDT4RTofhAhFV4fTblBzA7QE03f3zDINhW/Ltqg1Ve+tChf9JXuqM88unM9Gx+sWOI7xL/XwDiu6qXXPLJAvwY8TYK/+eiVBAJDZsaW/kAJNJVdE86tIthnSqmFYPX3WXUj+BZfyB+FYU8hnzXJ4Adrss0IcD3va0kewKDhtaOkz6i6r0RM8gTERTp0n6qVtRQV5CHnxsXpVAkbnlhJUaFv80gvcrZZ6g7Obi3lKVfx5qCtAPPavJF3+S3rhEhUJNK5NcXK7RN6macjAMNOYwPR2wKc6jsSuKaq94RxC4y87PxevsG1cC36EnGs8QRcA1JLHKDfeGrtnR7BVry6J3rA5kPG0iyViuQzTAG7pRoG9B9R+AmfD6bmU0N5YYVIVkgmOqUC2AoIL05EYALr3fAuQYlwLSIWeq1RXTyby8RBDlxvH98UiawT5UFkx3Rg4ZtBz8PmCg3MHrg9bXkj+sbIM5m5gHhFaqdM0P8QrrL2+T1nDjKuMmLtczjzk3doQrIJen9dCFi9jzs4BHFKZkjbMVyosRCea+xmZBlySfUTcr5W2IbxMvTktbGPS2Zr5dB4gU9VAURw2x4DQij1EkB92tNnorDJsSUtU6OSwTGxwEe7f6NlgfHhmlITTTG0Jxui+uRnsme787Lh3VNoTStm7aUYfptByD+wLiIetipstFSf6hlZC74trj4izqZ3nhIob59afuszTPYWc1EkqIN4ke2jUZvYJ5dg0quB/ESWC3MBPHnM7YV3+Y5A0Lt6rdkPUuhRyjEnrjpFsfSlP4Dz5ojlpWHzOiH2H6L3jR1s9oiboezdwi9tHTGCMuEalgKLhgIJ8rT24bi8kk6wUgAMaH/sEWkGPcwNDV+w8e1f1S05RVEktRHw9z30GovbWFz22xxqeA3NEOgXt1iF8SfinDmHtxviw/cLI0USvnijRlzk8+r1CVw8CPTUdoCzphJ5JKEsbsZpdEP2/FeZWTDZaVHxjOhZogojr9TvNGPQOZ6iRyGWuG8Vj7nnQpV38nSVg1LcWze3NTBPJw7p/Eq/hZMhsol2+MBrXFS7Cw6C5N6BxnU8Ry48iR6+ykj5ZVl4syYysvwI7dHvuyZuDWTO73JkfSourW7FhCwkXhMuTBp8f+e3t3q1FV+tVMhD24nAmRXLE8itXGxR2jogiKHYvwOiomGsJWWtVacv3Kb7aDJRW6SzEY8PUUAEbFIawVLoUsCt0aKjcsUN3o2G2TjE9maSjOXA2cOEkovZH8+RyL/9ynrgtfghqNsQ2E2tL+UwQxH3wEprrDR/9gvCAMs4LBE09mW82pWlkPASw6DWlsspT5wVV2J5KgGAN9MXWnQSAD/ZP7GSCg2iiudfY69h0JsvdAw7uqb/BIkZTsJz7xNH+MQq+u/iwDEIicKirmHdX6vGF3+ga3uBuvedy7Bmh+vNCUibbkHhzRa5RIyMbZeEiZqtjjZUt2XU6His3JA3h54gdqy3m5DM4Fw9ClNBQsyeVG/AyOXXq/QlGNUBFvRk+i8bYNDx+aT4v42CxCojmhBWnYowDQ11jXa1aPh0W8obHdM/wm/b96EnigOl2qYoC7iE2SR8UFjq99v+lxSLrcAraan9jDk5Uo+60oArXD/HiC3CfAVdOS0hYAFAgTRIH5kfaXNHYDvZMMPuExfGmE/W3MlQEkTXUgSe8JJoThvsxM4ZS5L5i44MgxQtHrp/7erACaaXymGaZVywOGUuzjJqz+bhfD1tWF8cORxsJ+FWNNN3XP3VyvmLSuNpUKkJKvnvkGPkJfDRgB"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":9212,"cache_read_input_tokens":114591,"cache_creation":{"ephemeral_5m_input_tokens":9212,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"e47dda12-a0fc-48ed-b215-17b23a28beb4","timestamp":"2026-10-17T23:34:59.930Z","request_id":"req_011Cg8gi7r4CWn1rqTV6EiVt","thinking_duration_ms":10763,"thinking_display":"summarized"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WtvyzEqktQMJFVS9zPC6Xi","type":"tool_result","content":"regs 242 spills 0 shared 197184\n      %s_166:11 = scf.for %s_177 = %lo2 to %nn step %c64_i32 iter_args(%l_i_178 = %l_i_157, %m_seen_179 = %m_seen_153, %arg12 = %c0_i32, %arg13 = %c1_i32, %arg14 = %c0_i32, %arg15 = %c0_i32, %s_180 = \n        ttng.wait_barrier %s_180, %arg17 deps %q_38, %s_next_181 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #share\n        ttng.wait_barrier %s_191, %s_190, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc332)\n        %s_next_195 = ttng.tmem_load %s_next : !ttg.memdesc<128x64xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc301)\n        ttng.tc_gen5_mma %q_38, %s_next_193, %s_next, %false, %true, %s_194[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable\n        %m_seen_196 = \"tt.reduce\"(%s_next_195) <{axis = 1 : i32}> ({\n        %p_200 = math.exp2 %p_199 : tensor<128x64xf32, #linear> loc(#loc311)\n        %l_i_201 = \"tt.reduce\"(%p_200) <{axis = 1 : i32}> ({\n        ttng.wait_barrier %s_203, %s_190, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc332)\n        ttng.wait_barrier %s_182, %arg17 deps %acc_159, %v_183 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16\n        ttng.tmem_store %acc_205, %acc_159, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable> loc(#loc302)\n        ttng.tc_gen5_mma %acc_159, %v_204, %acc_131, %true, %true, %s_206[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem,\n        ttng.async_tma_copy_global_to_local %k_desc_45[%k2_214, %kv_col] %k2_216, %s_215, %s_185 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.\n        ttng.async_tma_copy_global_to_local %v_desc_46[%v_218, %kv_col] %v_220, %s_219, %s_185 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.me\n        scf.yield %l_i_202, %m_seen_197, %s_next_211, %s_next_210, %s_188, %s_190, %s_194, %arg12, %s_next_193, %s_206, %v_204 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf3\n      ttng.wait_barrier %s_166#6, %s_166#7 deps %q_38, %s_166#8 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared\n      ttng.wait_barrier %s_166#9, %s_166#7 deps %acc_159, %s_166#10 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256\n      %bad_170 = \"tt.reduce\"(%bad_169) <{axis = 0 : i32}> ({","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"e1df185b-6778-4aee-bdea-889fb953a8f2","timestamp":"2026-10-17T23:35:03.094Z","tool_use_result":{"stdout":"regs 242 spills 0 shared 197184\n      %s_166:11 = scf.for %s_177 = %lo2 to %nn step %c64_i32 iter_args(%l_i_178 = %l_i_157, %m_seen_179 = %m_seen_153, %arg12 = %c0_i32, %arg13 = %c1_i32, %arg14 = %c0_i32, %arg15 = %c0_i32, %s_180 = \n        ttng.wait_barrier %s_180, %arg17 deps %q_38, %s_next_181 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #share\n        ttng.wait_barrier %s_191, %s_190, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc332)\n        %s_next_195 = ttng.tmem_load %s_next : !ttg.memdesc<128x64xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> loc(#loc301)\n        ttng.tc_gen5_mma %q_38, %s_next_193, %s_next, %false, %true, %s_194[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared3, #smem, mutable\n        %m_seen_196 = \"tt.reduce\"(%s_next_195) <{axis = 1 : i32}> ({\n        %p_200 = math.exp2 %p_199 : tensor<128x64xf32, #linear> loc(#loc311)\n        %l_i_201 = \"tt.reduce\"(%p_200) <{axis = 1 : i32}> ({\n        ttng.wait_barrier %s_203, %s_190, %true : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc332)\n        ttng.wait_barrier %s_182, %arg17 deps %acc_159, %v_183 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16\n        ttng.tmem_store %acc_205, %acc_159, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable> loc(#loc302)\n        ttng.tc_gen5_mma %acc_159, %v_204, %acc_131, %true, %true, %s_206[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared2, #smem,\n        ttng.async_tma_copy_global_to_local %k_desc_45[%k2_214, %kv_col] %k2_216, %s_215, %s_185 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.\n        ttng.async_tma_copy_global_to_local %v_desc_46[%v_218, %kv_col] %v_220, %s_219, %s_185 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> -> !ttg.me\n        scf.yield %l_i_202, %m_seen_197, %s_next_211, %s_next_210, %s_188, %s_190, %s_194, %arg12, %s_next_193, %s_206, %v_204 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf3\n      ttng.wait_barrier %s_166#6, %s_166#7 deps %q_38, %s_166#8 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>, !ttg.memdesc<256x64xbf16, #shared\n      ttng.wait_barrier %s_166#9, %s_166#7 deps %acc_159, %s_166#10 : !ttg.memdesc<1xi64, #shared1, #smem, mutable>, !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256\n      %bad_170 = \"tt.reduce\"(%bad_169) <{axis = 0 : i32}> ({","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01WtvyzEqktQMJFVS9zPC6Xi","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"system","subtype":"thinking_tokens","estimated_tokens":1680,"estimated_tokens_delta":614,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4551ce54-86b8-4622-825d-5e1fef47c6f0"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gjMoywbPjbCdrJduaS","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"In the PREF version, I'm tracing the pipelined schedule: waiting on S(i) and K(i+1), loading S(i) into tensor memory, issuing QK(i+1) into the same buffer, then running rowmax/exp2/rowsum while that matmul proceeds, followed by waiting on V(i) and PV(i-1), storing P(i), issuing PV(i), and prefetching K/V via TMA. This lets QK(i+1) overlap with softmax(i) on the tensor core timeline.\n\nContinuing into the next iteration: PV(i) and QK(i+2) queue on the tensor core while softmax(i+1) runs concurrently on CUDA cores, which looks well-overlapped on paper — tensor core work per iteration (~1280 clocks for QK+PV) should dominate over the softmax's CUDA core work (~700-800 clocks for tmem loads, exp2, rowsum, etc.).\n\nBut the measured time is ~4000 clocks per iteration, way more than expected. Checking the clock assumptions against B300's peak throughput, I'm finding the achieved FLOP/clock is only about a quarter of peak, meaning something else is bottlenecking this pipeline.\n\nI wonder if the tcgen05 MMA instructions aren't issuing at full rate, or whether this is actually a memory bandwidth/latency problem — the TMA loads of K/V per CTA require 64KB per iteration, and with only 2 pipeline stages buffering, the in-flight bytes may not be enough to hide HBM/L2 latency under Little's Law, especially if that latency runs 1-2 microseconds under load.\n\nThis confirms the classic issue: with head dim 256, SMEM per stage is so large that few stages fit, making it hard to hide memory latency, which is why FA4 splits work across 2 CTAs to halve per-CTA SMEM for K/V. Now I'm wondering about the L2 hit rate, since multiple q-tiles sharing each KV chunk means the first CTA to request it determines whether subsequent requests hit cache.\n\nTo improve memory-level parallelism, I'm weighing options: increasing stage count isn't feasible given SMEM constraints with Q plus two K/V buffers, and moving Q into TMEM isn't something Triton exposes. Shrinking the tile to BM=64 would free up SMEM for more K/V stages, but I need to check whether M=64 MMAs sacrifice tensor core throughput compared to larger tile sizes.\n\nAnother angle is reducing effective latency instead of bandwidth — getting KV reads to hit L2 rather than HBM by keeping CTAs that share a KV range running in lockstep, since L2 latency is far cheaper than HBM. I also consider whether 2 CTAs per SM is feasible, but SMEM limits force just 1 CTA per SM at 197KB, and I think about using TMA multicast with CTA clusters so two CTAs split loading a KV tile and share it — halving L2 traffic though not reducing per-CTA SMEM needs, though Triton doesn't easily expose multicast.\n\nThis points to memory latency being the real bottleneck given this SMEM budget. I want to verify by testing cases where KV fully fits in L2 — checking sizes like Sk=16K or Sk=8192 to see if performance jumps when there's no HBM round-trip, accounting for the overhead from few iterations and kernel launches skewing earlier results. I could also test a synthetic case where every CTA reads the same KV region to force L2 hits and see if that confirms the latency theory, then work out the bytes-per-flop ratio to pin down a concrete bound.\n\nComputing it out: at 561 TF the L2 bandwidth demand is around 4.3 TB/s, and the unique HBM traffic comes to roughly 1.1-4.4 TB/s depending on how well the four query-tiles share cache lines. Since B300 HBM3e tops out around 8 TB/s, even worst-case sharing stays under the ceiling, which still leaves room to explain the gap against the 1450 TF expert kernel.\n\nI could force every split to read the same chunk offset zero, making the KV range fully L2-resident since it's just one chunk across 8 heads. The results would be numerically wrong, but the timing would reveal the pure compute-bound speed.\n\n","signature":"CAQSuTQKEAgSGAI4AUIIdGhpbmtpbmcSDA4YI7NDBdI137lmzxoMT7AjDYze6SJwFVd9IjCmSdaMuvb/jviswfpPwAyBskqdNQsJcjrJKODYbsAfrbd6oO52Z0uGs1+R+5+bJBQq1jNOSm8hEKosuEt+bYZSvPQZadAW7wlTnCHhkVvYOh0jAjPv4tm/MWIvJ19hK9hzPnKIgD9SiLnIyNuavqlqQNBp5ZF55NCGjkQqudFqr0oxb77KmjhT3zD5eBdLeNXM6UunsFJdnKkDJGGy+e+GLITubssuLOpdSauHwEfuakRSeBNeopvbYTa7MKhwKXmohnUrdZowxpuem1Df23lsfaKEbL59FiYlI1QZMjgbUWx/Iv3tcCKwA6t9AkvcBsEJ8NGykPfZm0SMkF1GdQwWHIapaklHZ/D4kV9n1+Dgigz3Jx+7poRIy6B6DRZCdHt+MwZ8wemj2XMK40+AcWI/DRtfDQ7KKCJQLCrfVfTcs+5S/ra6Zy+Amf8hXfcGtYQZyPYm1PiW9uNHqNnsfN5E1IE69EGWYy7Or57OyQWv3vUE9DCmGR5tQC3vjlYaNGDqNjWcezr86ebJosPIxpX0qBq+VU9xe0BhitT8j7REbb+8b34vyY/OzdKoVILzi7V0DlqXkgEmj3iOlfhQitAPq6WIvJ44ZUcUmgt/J9TOgFUN0RhRlucqN3UOFoRI+6FU1DpB0oDyvZveB1qYWVrTWIsgOojAAqUO4aJWzVkLg2Fh3f3sRs0GR/4W9RCyZIuBjsazRvqADo/5f4dNzw5lu2SE0I3VQJ8Zk3MSlVrFpCJoEdNdkGhUDTSjlbtnBo2O6RR9nxiNA4+9Ph3fHHqiQ6YO0sdWVb6OOWba7kOmjEYh47VQdHC8wKw/0ehKJuP8WzM2DvmhitISjuSefouwKozHgbnIYy7OQaTy+kjJQL9XMuYJHl4vgUrOkslCMd+I1KSxlR+XynQXgKGn0yJ9ZGkSNRQu6h2sGBraiXYbqPid7hKNWmctFua282lNJ/RAvoIEeg9tN+GYR9DeeUOhzNa184Wmq3BMUqRwsvD6IuBkSdjqLgbUhgQRMccwMu22pa5OCswuAqP8O7GRELtiZVeI5yPzu27zwLO9zHe5ci9Y2dFHLwa7d8F19YzlyOOCpSx0QFr3ZE8a/xmUcnQ7DYgjfSSGvhfR2tSDeaiLiffbVMSMnwMzPSoVAg2li1gwSPbCpUPdslYYnbM33zqIfeKInAqrXfeaxoTFb0j4FenkuRA/tTiJ9ddxo+qr3xC+gmJd6NruLLT2HOOt4rpxYDxnZ21WIh6WpKqluhR+hNttY6yN5mwIMRTinD6cF+a086GtX9DQeI0ytZ8P2IJ6Ufxo/G7j14xaLG4xub2fkqivR97P/beOBLW0Q4QrgmDXewV1Cx6qa2KiicyprHmRFtbHSkAbUZiwBiY+FhgDfNE+s8lXiZ5T0Tlh9XIERzhWE5lY0Xza7l454eNpvTPzGscrOfNjfxKJevLfS25FDzPLGrIpoBiKDrWLLOeap32DWEFGdX5nj8toRo5oRov5uxeWFIDSUVOjQipBUPYEcoKZRsU6ChCVfgM02vp0Zj8BSEmpj/j+eoC+wYsp4A8RnNTQSJu9lSN0YXbqGOyTKlTPhdgyT1VtcdVJdG7fCtWsmwmIdkzj7qvzk/ft8sV7L+o2xareNY9BWFjCmnhUQZjITHc7c3lEHZBLTYorofMwpZFqq/wGt4CjWK5bSMfXevKbpMKE/ujpXlwGAoUjuQYN7tqwDC6fbLHXwWwZfvzlO8OPSzZ864qqdadh4tI/ldGKJrmh2MUx+M3iKFItnSU5Br2nkw2s8nlHkelxzax1RJ/4T3F8rGWZiRmvGk7LO+grijYcb7/2cLvs0cPA7PcFGB0ucXUSad1929YQkQ4ONT+rX8G9Sqpm5AHqyuFVvp/NijR3FvI/Zs/prMT8OKcltjP0Q8g2MG5+h9tiLGKrFS9TMCZlcqKAqT7g8ENYbwq7cpGVehDZLz5HFqbZ/SUI0LeNxqoI2PdMFj9JpHsYx9NEd4fLyz0KMK5VWj5ZxoI2B3yZrc/5Oqsjanbi3bB0f3DW0rWYLSKt7QSoNcoQTm7wFjCIWDhG+dA6beLdvdgxx4of9/BCvBXBefqHLrB97sT0PO/0ES2bZ/1EPx2ZZs0fVawjnnT6QQZK/Egd+qqtVVlfkvnsn1GySaD7/A31a+Gv0aKywvulJNC40VgN6CkVab5rWL+EzoWS9vrZh/lASpvIl9j7RYP6GkzcR6uxTGd/IT+D7+q0a5XrGJTKak0PNHOCMNVwH+zsWRitE8qdxjC3F4ieNegNuH1VQ7CBNAsbQ+a8RRDzo0M2851m4z22o4NZpq3otw9PIqmd7gfKuxtCt82dko0zlSxo2PAdbSXRU6n1gGCz7L3h+pWZdJclcOMw/yaMmtHunnTYSi4WZ656Jr2Ggss/9SILT4aRnsnLDm4B58XqXvEoT2OPgLhW0GVnXnpER04Up239/NNVn78tLSoPqMhdf5YHZzP4wJedF+wDb7RzZXKogHat2BsLzZWH7w8KKHVZkdgJZzKQxl0pk+YmehoaaJioAS3nxNh9N9cGTEdhWVjYUSCedCiC6xnqyhBzp4RFdaacqH8JZJR5lxqlfR6fRpgLrZCcWBx53CLNE5OZirlZ3ABgnbiuVEdrtrtmnMF3U1mThxllHO5r+QsYvnoTbtbyN8MRYmyu2d37J33MMj4JMqGf5poMudgndE3c5ZDO7PcWES4uJ/eKzV/t4kPqio9F4qw7iNhaJ/u6qh949Jb2bm7WY+gv/5/MZ1jRcyDuLKHGa6huvZMugWk4lVlVJZ6q2VZ1HQ0Uj/5eg2+IZChhE/5ZdV69uNVOVNLouFceKeYmiTwOcddcTt9nOqzYvU5Wuf3h0ZZdRlHwHdyDqnRY9FxPOZ5kPimlltKp9ZBf+G/cgPkF5PreTEyG8RUl8LWUuASOgSL4FajJ7tnCoNBFoth3hPw0AEpxlXDL1Kk2pIvt3l398U+3Bp68/O3mBcpn4vB0rc1oqo6SOBjX1K0A61rjSXzIYEl356YKvF7nMGcdYLe8G0Vl5BZPRcDBShouf08dhVdAGCQhefTy9eMeSB8gBjBMaKfaCa+ln+ML3q2qOEiJ3FhWyaYaDRyTw4RVJJwZ1wJEMLYiy8Elxd2y5UzuVB2LcnjXUfZXEymM8tcpA7/7+IQghqcJAqFuF5SiaHAiuqygO2rrNtQPIHawGIh8xo3I+jTAmSA672o6uYgaMCS1g3iZnJFGz3L3VsefNpBJ3zjRa+D+UXIv6/Q/4ElH4qkt9EocWIgrmiUS2ANU5ZhYA/zjIHf4qmn5gLp1+xFsJc6BS5HOgbia5A4Dnb1AFxKxJgaU5d+w126rUcRw21rCuAAq/qUZ5QSDoVOW2hT8BR+y7/kaHf5PN7qDJnsFyuAbZ1izclheU69AlhwccSVrT/Lrw/2GeQmdaY+uEfx/jUbGUiBbj5+/CIo/YSohMjOfumpHpavZnj3bGg05frh7oCl1TAbV3Ug7amoGnUQswEUOsmLiFx2pl6ns3nNUmDLjftIRgC+cikcPtsGgvlZOXrsk4ph8qG2hzD28N5HRwyEc3xKlsaA40LYAgrGY2NpzIPwk60iTSDi4NgtMkvt9iEhvInPR2pf+znf7xuGg3lUyKag9PwxrJt9izCUsmVJkAgsJMDIuZ5czsX9mFE26Kdl1hBaG3MGPueJOLEvKJP2cld1zGwPEaAkEF1j/YBLAlycWoYSZa9UCjcQx/afkiPW/cNbcHnPRXN0iBQmac5bmuPdTkLu3bf7fjeshRYrZCrrjSFLl6miJk2SN3xjwjEbQJ+QcbAknzuad8X7h4mYyBVNuJcryG/jm/LIJQopthS3yZrMR9s9lsylSWCw2olRe6hrVL21bsS6VOUo9ITFbSk8q+3m2tncyakZE9jpBueEGxxJXU3d8xXk/6HWDaO6N40pXGQcYrrfs5mA7C/4I/hO9xrd11jnAgWG+2uRlWXZr/MC3w8ZjV5gJrzxb4WDX+KWTurgitZe/2536VRJb+u5Cst9ObDzqXjhV+ZGex5b3Psi3e73CV76p3UuagfbULdsz0R/B3NctoZw7WUkzeWeI2JBYfC5k3PaZz/arO9KiVEGvRzd7aVoc/Or3uPVdHn7cT41K/JGImV6vINHrFBVXQ8psOHDnugiMXyyILjwrRmThP+p+wZj3nJpxQVOwqXjfZhASMbnj6YxUxM4tZpbtSUoTSKOpXZkJYSeMWxfMoEfue5miRNazvwszmOMEiFMqEoay5Q40RxCefvB9OwawfEvZf01KKkYniWagVYnIjJeIBHzlf8hOMHz1Erxpd9Ed7CwFBYyhcyVxvXYAstWnIvTMaNoKOJv5utd8NVv/d0sEv5dAol/CLpXkL/hZyE7L+SQAJpWZWGYXZ+xBwo6s2GkaSt1RV9S4ZB0ieLBw9DyyOVpDVZ9x1GOmMTJNX+2BxHY0ydhoPPe3O/6BQcidd4/JLFO1eiouj06sT4uEKHz78df8/yHsAF18K1CGFre8PStdf/BqRqOapkoLEJh7Hyei+4RWwXaYNhiTpUgvf4xYsiPeOow0CuTLAwTtQmOS5GnHp1rzp8+MK7diUxti7lEAvJF0sNQyaQ8tHrnXGzc7CswIJ0UWQEkhSaxc+/fMnEPZ99YdEA+VET2J6IHuEZ7BeSiPD9LDtBzPGvuhgTyR1CMSpQRbl4xNQuX8Lv3Qloja4EtuRJldV64Gizw3vquN9HOtrBef7/lucUJ2nnYyEWvbAouIWHSUjylnx/wREInIQjg3e/30U4ZMfwEBHy3yBezcngOp8lSuq01wGhICU3K/A561znoUG9CHVJmpuU+M19Kfb8Zh1oCNM1UBIIXOp2Ei1UN3Aofg9VJOmygO3mKepX3nV7+Bklj+82kvddpR69CQf40YcTKHcGnzhBOi1a+YfmL6LjgNSD9aAJ7e7oP10koF5m0S8B3MJHQftaEuVtuASPLPCfg8myCvOU52xFd8qstyGuf3p2U4czD1TBIUp9Z3C38tYQdvgCYd9h0kBZLkxCVHcGNmx8EWoFwyU5ZufICV0Yc9FWrZDUYDNWvsQQJTi0X/+TmDYOYgsDEmuIIxUDr2JhSvpphJ//TwMRyhb7NfuyGYN3i+DZ8F48xgMvph2NU/KRP9kcE5LhVgE8AcgrO6If20kZCfWcYcPDTnY6sjMoOJzCBXsxOZxI0HtjF+STYKfI7gdzDFrJ4f1uQthCMuGoVtP6u13FG0AvRxWtwXOhzhUwfVa+IZLNPzRy3NN6tohpqLOEgdM+97jV+FxqD8o1XZWlVkauUWKpKqJaMM9kzzJtaeLwDf0IjkbVzCL5TC/Mel4ShjGI6NmpjuF3J2lJd5o64AgZNpBfnRBJiOEQN8u5SbrKaMPFVWEfODBlYCsed40TDQ85ybgvccZ8YIgn2wx+UKx7JNlOQAVIwGcNv7ezOi/xhuWxiT9ToPxeY7Eo14x68epSg681Z/q2bXU3jY8GezTf+8jd7sk8oQsUFAvpkEdRJ+znGHXWB/b2Lxm+2/JpuCw4QyTz1aXiyxC9BRJ2w3+pf2EYQL+GgoENiOOLK7ipiEWJVsqZlyjQtc53KmZbf07Al/xNgw04eGpjGdDYyO9l/gPuT1aiekwqREFpAynQ428clGCkFd6nD3mFHTcqveJmkO0JgsnF9nsS9bwzRTLEqJ4q5NR34mNkZLvsMrBksKUob4myqKOZGhjZ/58d1ulfR0WL3rWci1/jy9IE5pWF3JUhlTrFR9hdJkBMVUVG/psLoJyEWK5dV4qBVfLAyxVBPgPkwWQ5P3JknzJiEULS7XlLblDcYy4/GmlZBjKgTtajVhdTi75C2QF1C9MFk4/0dLSBSlC1MrD6QWtDSXWt9fae9XZ2z5KfTuhe2saKDvsV3yoBznXvHmnzVPMCWeNDdpXLlMlx5iLqVyoTrJx7ZUP2DQjEQoeFWmPqUYStNQTH7nqUoSe8f7onznce4Ps7RXqejd3YZay3hzBzEVZKdXulhRnMQYGLhCWrh4VWcwE5JaC/xxJTNGPLZ85gQ9HOd7XzisN5GQqNUeEQf7Wd00bxOCbeGdVho1gI2EAEHSj31wle3UCl6yJSgOo4NRvTAOT1J359QwV1N11YjO/luNmf/AM44rJvH5apqjJ0OBvD0B83aS9yqga/bSIbVvip/DYM02VFlK6oThwgk0WNuWGIP0Yie/Ulz8nArFHC8hqx3If5oyDU24hKr4x4zoP5swR+mPpaVcJz9j1Noboo1z801PXoadt/PBzpR4XZMxvqVStlo0TrSiKBeiOwyfRn72xAYLChEHC0UPxsOqz1lmb3ukVB3AqRQREKexGvT80pQjVNG6dudVNvlYb4odRO9yNBc1mKZbQGO203AGqnm0eGKdrfsAOQOVUpN5+YgjdxtY4lGqTzV2kGSFtQfObAC1qZHoffN17UmlWThHdAyLMWwtU/TwhG3+UIKo/OtDRlBN4J6a3adr6F23Jsmew2SzAXyewsTRINCzNSas80g68qgZkb1A+QWz45V1AyK2kqkl6KjEc8iAw0V4cRDfLllFthaHxB0tMFMxuubYDNHEptxp9CqiAlFuGTbGSZssA03oj+4fZY5yaC8Bug+1vqznQmTwCgr7RVXeRU0JTpj+PTmqHcgcMbQMYxEBkpD9B5x79ZrX5x+n9b60dbYrw9mxVobaM4daX0NnE02S1seP+qK8gBLr9OK3/OeqVisNlAs0FFa4gTTVbNkmlbnh5xXTFaIHavCV20LubB++vCKmpgA3K/EfN1nNq+L+TDlTzQdJC8CrbGhrNSDfuJJUQA8wZCqU7vXtkyRpNTvZMkw6dQC3V4U+SITb3EAvAe68FWbDoW42M+zaQSJrSU86KEoRfqRnTNGFxTshH/2EZKtTcVqESnHXEq7/DA7Y2s8YUgpJmEMff4FZ2UdAB3NUeUgY1eLousG/l+r/2y1OEn9cU0W1/qOPbW0jsJv/98G3TapnW1giuwyeTqvTuQDkpYyrlpXaJpOtk9vQboi34JiJ1ildWjPuwbmJ34rjeuBaXVJqAbn7IWZKG13sTE5CdJng5L5Obprs+jAOJdx9I370mGEpu5MLDJetFcVBvMDeIY29/sMQ9LFa7AH2qekPwhg4R5CeIAjrJm+o6s/hMMpex3J8CEiZUH7DMqA364E5Up1fjnwAwvZLP4wxQN4JzAc1BhPAI40VoY93z7e9xpqaf5lYDpssythVz8yGvtk38GHfljgtx7f1mCyHWQptEz5MzXTCM2TrujEn0UdwZpdwnaVPO9cbCJZbjT8CUTW2tlT5R8J7HNDrHyaeEBfB5p5f9mpKCgE8WL14fMqq9A1bw3E/XKLhNpKuWF9OdhKK8Bq0Ct0KzJfyYXR+D7qiVmW0dB1HN9UTJ7Dp+UY8Um3kQq64jmwpf3JKoGIrJ/IYzU8DOF1rHobaHjifpR1rBXVvrYamBPx0Dhxqzq/F3hv35osry0BReB7lQ9gj/kedP15hUUeHqG8VGoVdrRPGXMhR280ziBfIF7mk4LlupM0Q0WCG8IQfWxpJvaMK5xBi+KvlUcia0sKif8Y8Ap0V4mfXAqDMI/OcclnYvyj/fdswh360aR/EZSa6VYUCG2Tj8E6ZpDJGeJHr+n9xC8sz8h/oM6rk0snw48sCvqVa9+17kE493QveKIQ4SDQRBNPYJNPqVgqmQ3PJUNzrAVrNe6z3d1/YznPcIIY3rN4TBMIXUzlse10vm5LK6GUv9AUT/DOnjc7Y8fcQPqNmCBRK7wu58j5eIGJ3tCdPHFXUzpZfdYQhGn3PdwBGLbK7OFIYTlwKqZgbebhNSJkzmJgBIXzWWNEG6f0vb4G9Jp3fxIM5hBeBImjPwN/LrKKTq5EtOrTEdU4SbBM7uaaolyDtdkpLPUxCHZHQNAW9Lss+eQ7lc8QLEyQQZdtGc1S330yxB8XXqd3XbvBF/NOZkhaWnq/J1wZGsr42VHI9cuaZT8JqNwHdS2pEqypmcEhVDVVnGt1EUDNnHluk9khBG6OaAfaCuh/dMqwtU3sXeCafqLgQtQ3KDKaBfQY9b9H/4LTq/NwJP42DYU2NmvDLrs15xeuTwWtsBOn8NbDgho29ivF7t85fUNtiiBqHrBFtKk81n8vwhoR9USiWtbEhFfzu5gWJBRQ3snFb9vRUmjEsCQ2PtC02KkAFHdge7oT4ISTo+w/CSHWbZCYz8zE5iAWZ6dnWsA8rCRAs0gZOlQJJs+hFBkYmxID8HUQp0/G4h+xt3y9bCaZCzAqOhMhIYqDu+IgupDPdWG60oal6Xn6Cw/iiNOQlX1MNb9ZtMDWPPbg82VTvFyhvhQR2TTK98aZA0CsdZYtc5AhQa8d/hfnyF+dstSyfCigtu7OxdntndpTiFIkGjt/t9kHZjuMgd+hyqn5uptF53XVZkuzqhYyjhoJaN2u/jPDAuL423NJi1/We1mv4QJMxtAJ256fMQM12h5nylbF2+U6ojKNNhE/YTEE42ch9J/RjuE2BQUyjnkRE//HYgJShwX9jALhNj0uOm+ww6+XvGA+sbk1OA60RjoptC9PYCZGDb3xGCz62Kz2FUM/7lHjb49SBB2I2ulriwmjgQB4dKBq8C55f/aEAhxijPqYT4i5mm/vOr06pcjQ17YmUkL2BcYY92kwj2RM1SZI/CIQM800p4rFlKMSUg5LFUIQHIHeaVpNwN/lgiBG456Gd/jVjjJdbt7McifTl8Y8fB5RGvJrl2QuAX4x0MugLzq2ikFHepbC2dJbw53cn8nJ2io3VyCeLDrFXPvJQclxexhmZJzXY8x7uI1Eq0361S8iD0/KIDeVma4HJT2Psp5Ey21bAdwOBlowdKZZb4fhETE4owVX93U5Th7wSthgB"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2950,"cache_read_input_tokens":123803,"cache_creation":{"ephemeral_5m_input_tokens":2950,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"16d11ea6-5eb5-4a78-9857-275f2fc98415","timestamp":"2026-10-17T23:35:33.577Z","request_id":"req_011Cg8gjMUPKZ9zkM6DVx3yj","thinking_duration_ms":28949,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gjMoywbPjbCdrJduaS","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01L8Qd5oxyax6v7w4w4x66d9","name":"Bash","input":{"command":"python variant.py v4.py v4_l2.py \"    kv_row0 = b * Sk\n    kv_col = hk * D\" \"    kv_row0 = b * Sk - pid_s * chunk\n    kv_col = hk * D\" && timeout 900 python sweep.py v4_l2.py '[{\"PREF\":false},{\"PREF\":true}]' 2>&1 | grep -v \"^  \" | grep -E \"OK|WRONG|FAIL|error:\"","description":"Test L2-resident KV hypothesis"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2950,"cache_read_input_tokens":123803,"cache_creation":{"ephemeral_5m_input_tokens":2950,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"e83005ce-5035-4cfe-a32f-30dd0139f84f","timestamp":"2026-10-17T23:35:33.892Z","request_id":"req_011Cg8gjMUPKZ9zkM6DVx3yj"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gn2wk6zfSuBABERUmP","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016Xwr8mRhwSxjugywoqNtPX","name":"Bash","input":{"command":"cat > /workspace/dev/v4_noload.py << 'EOF'\nimport sys\nEOF\npython - << 'EOF'\nsrc = open('/workspace/dev/v4.py').read()\nold = src[src.index('    else:\\n        for n in range(lo, hi, BN):\\n            k = k_desc'):src.index('    return acc, l_i, m_seen')]\nnew = '''    else:\n        k = k_desc.load([kv_row0 + lo, kv_col])\n        v = v_desc.load([kv_row0 + lo, kv_col])\n        for n in range(lo, hi, BN):\n            s = tl.dot(q, k.T)\n            m_seen = tl.maximum(m_seen, tl.max(s, 1))\n            p = tl.math.exp2(s * qk_scale - m_f[:, None])\n            l_i = l_i + tl.sum(p, 1)\n            acc = tl.dot(p.to(tl.bfloat16), v, acc)\n'''\nsrc = src.replace(old, new)\nopen('/workspace/dev/v4_noload.py', 'w').write(src)\nsrc2 = src.replace(\"            p = tl.math.exp2(s * qk_scale - m_f[:, None])\\n            l_i = l_i + tl.sum(p, 1)\\n            acc = tl.dot(p.to(tl.bfloat16), v, acc)\", \"            p = s\\n            acc = tl.dot(p.to(tl.bfloat16), v, acc)\")\nopen('/workspace/dev/v4_noexp.py', 'w').write(src2)\nEOF\ncd /workspace/dev && timeout 900 python sweep.py v4_noload.py '[{\"PREF\":false},{\"PREF\":false,\"num_warps\":4}]' 2>&1 | grep -v \"^  \" | grep -E \"OK|WRONG|FAIL|error:\"; timeout 900 python sweep.py v4_noexp.py '[{\"PREF\":false},{\"PREF\":false,\"num_warps\":4}]' 2>&1 | grep -v \"^  \" | grep -E \"OK|WRONG|FAIL|error:\"","description":"Test compute-only variants (no loads, no exp)"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":3132,"cache_read_input_tokens":126753,"cache_creation":{"ephemeral_5m_input_tokens":3132,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8ce209d0-0527-4f26-a9f1-effedac6f756","timestamp":"2026-10-17T23:35:47.605Z","request_id":"req_011Cg8gn2ag5y8YvDLjU9DnG"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8goYqcTU1eeNVE2m9gt","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Interesting - without loads in the loop, the compute portion alone (MMA plus softmax) can hit nearly 1.9 PF, which tells me the bottleneck is entirely in feeding K/V through the memory pipeline rather than in the compute itself.\n\nLooking at the actual numbers with loads included, throughput drops to 561-600 TF, and even assuming all L2 hits only gets to 599 TF - so the TMA load pipeline itself is the real constraint, likely due to insufficient prefetch depth. Tracing through the instruction order in iteration i, I can see that V(i+1)'s TMA load is issued fairly late in the loop body, after PV(i) completes, and it's only needed one iteration later at the wait for V(i+1) - so the prefetch distance for V is only about one iteration, which isn't enough buffer to hide the load latency.\n\nSimilarly, K(i+2)'s TMA is issued at the end of iteration i into the slot vacated by K(i), and it's needed by the end of iteration i+1 - again only about one iteration of slack. Given ~0.6us per iteration, that's not much margin if L2 latency is anywhere near 1us, and the fact that even L2-resident data caps out at 600 TF suggests something closer to ~2.1us per iteration is actually happening, which is way too long for plain L2 latency - so I suspect this is really a TMA throughput limitation given the tile dimensions and swizzle pattern constraining the box size.\n\nI'm now wondering if Triton is forced to split each 64x256 tile load into four separate 64x64 TMA instructions because of the 128-byte swizzle limit, and whether that splitting could be the real bottleneck rather than SMEM bank conflicts, since the no-load test already ruled out MMA-side conflicts.\n\nThe device-side tensor descriptor creation happens once per program via the allocator with a fence, so that's one-time overhead rather than a per-iteration cost — which leaves me puzzled about why the loads themselves are slow. I want to try experimenting with different stage counts to see if a smaller, more numerous buffer layout improves latency hiding compared to the current configuration.\n\nActually that 1.94 PF figure at BN=64 lines up with the SMEM-bound math if peak is around 2.4-2.5 PF, so compute isn't the bottleneck—loads are. I should isolate the load path itself, maybe with a kernel that just does TMA loads plus trivial dependent MMAs without softmax, since loads alone seem to cap things around 600 TF.\n\nWorking out the load rate per SM: roughly 31 GB/s per SM times 148 SMs gives ~4.6 TB/s total, which is suspiciously close to an L2 bandwidth ceiling. If that's the actual limit, the fix would be reducing L2 traffic per FLOP—larger M tiles so each loaded KV byte serves more query rows, or TMA multicast across a cluster.\n\nConfirming with an L2-resident test (same chunk reused) gave the same 599 TF, proving this is an L2→SM bandwidth or TMA issue rate problem, not HBM. FA4's 2-CTA M=256 scheme halves L2 traffic per FLOP since 256 rows share each loaded KV byte, so now I'm thinking about how to replicate that in Triton—though a 256-wide output tile would consume all of TMEM, leaving no room for S unless O gets split somehow.\n\nSplitting into two M=128 MMAs still needs 512 TMEM columns total, which doesn't leave space for S. Keeping part of O in registers won't work either, since tcgen05 on Blackwell only accumulates into TMEM, not registers—Blackwell dropped wgmma entirely, so Triton falls back to tcgen05 or legacy mma.sync, though the latter runs much slower.\n\nHalving D for the PV computation doesn't help since O still needs 256 columns total regardless of how it's split. Using fp16 accumulation for O would save TMEM space, but the probability-value products could overflow fp16's range and the precision loss isn't acceptable anyway.\n\nI'm also considering TMA multicast within a cluster — pairing two CTAs so each loads half of K/V and shares via distributed shared memory, halving memory traffic. I recall Triton's num_ctas option for Hopper clusters enabled this kind of CTA splitting, though I remember it being experimental and somewhat unreliable.\n\nI should check whether there's a newer 2-CTA mode for tl.dot, so let me search the installed Triton source for references to \"two_ctas,\" \"multicast,\" or related CTA-group flags.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1140,"cache_read_input_tokens":129885,"cache_creation":{"ephemeral_5m_input_tokens":1140,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"6f3f6233-8fb5-4af8-acb5-eaf403f06a48","timestamp":"2026-10-17T23:36:35.092Z","request_id":"req_011Cg8goYXWaEENNNgJBR41S","thinking_duration_ms":33632,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8goYqcTU1eeNVE2m9gt","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01XWjufvZcjHeyrgjaAMVdit","name":"Bash","input":{"command":"cd /usr/local/lib/python3.12/dist-packages/triton; grep -rn \"two_ctas\\|twoCTA\\|two_cta\\|multicast\\|ctas_per_cga\\|num_ctas\" --include=*.py . | grep -v \"^./experimental/gluon\" | head -40","description":"Search Triton for cluster/2-CTA support"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1140,"cache_read_input_tokens":129885,"cache_creation":{"ephemeral_5m_input_tokens":1140,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"9695d1d0-b491-40b8-983f-653793d3daf1","timestamp":"2026-10-17T23:36:35.186Z","request_id":"req_011Cg8goYXWaEENNNgJBR41S"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XWjufvZcjHeyrgjaAMVdit","type":"tool_result","content":"knobs.py:438:    num_ctas: int\nruntime/jit.py:633:        repr = f\"{name}[num_warps={options.num_warps}, num_ctas={options.num_ctas}, num_stages={options.num_stages}, enable_fp_fusion={options.enable_fp_fusion}, launch_cooperative_grid={options.launch_cooperative_grid}]({arg_reprs})\"\nruntime/jit.py:644:            'num_ctas': options.num_ctas,\nruntime/autotuner.py:33:            self.configs = [Config({}, num_warps=4, num_stages=3, num_ctas=1)]\nruntime/autotuner.py:313:    :ivar num_ctas: number of blocks in a block cluster. SM90+ only.\nruntime/autotuner.py:314:    :type num_ctas: int\nruntime/autotuner.py:323:    def __init__(self, kwargs, num_warps=4, num_stages=3, num_ctas=1, maxnreg=None, pre_hook=None, ir_override=None):\nruntime/autotuner.py:326:        self.num_ctas = num_ctas\nruntime/autotuner.py:336:        self.num_ctas = state.get(\"num_ctas\", 1)\nruntime/autotuner.py:347:                    (\"num_ctas\", self.num_ctas),\nruntime/autotuner.py:360:        res.append(f\"num_ctas: {self.num_ctas}\")\nbackends/nvidia/compiler.py:108:    num_ctas: int = 1\nbackends/nvidia/compiler.py:186:        if args.get(\"num_ctas\", 1) > 1 and capability < 90:\nbackends/nvidia/compiler.py:187:            raise ValueError((f\"num_ctas > 1 requires NVIDIA SM90+ (Hopper). \"\nbackends/nvidia/compiler.py:189:                              f\"Please set num_ctas=1 or target an SM90+ GPU.\"))\nbackends/nvidia/compiler.py:211:            metadata.num_ctas,\nbackends/nvidia/compiler.py:260:        passes.ttir.add_convert_to_ttgpuir(pm, f\"cuda:{capability}\", opt.num_warps, 32, opt.num_ctas)\nbackends/nvidia/compiler.py:358:        nvidia.passes.ttnvgpuir.add_check_matmul_two_cta(pm)\nbackends/nvidia/driver.py:304:        self.num_ctas = getattr(metadata, \"num_ctas\", 1)\nbackends/nvidia/driver.py:319:                alloc_size = grid_size * self.num_ctas * size\nbackends/amd/compiler.py:40:    num_ctas: int = 1\nbackends/amd/compiler.py:126:        if opts.get(\"num_ctas\", 1) > 1 and not amd.supports_multi_cta_launch(self.target.arch):\nbackends/amd/compiler.py:127:            raise ValueError(f\"num_ctas > 1 not supported on {self.target.arch}\")\nbackends/amd/compiler.py:151:            metadata.num_ctas,\nbackends/amd/compiler.py:216:                                           options.num_ctas)\nbackends/amd/compiler.py:385:        cluster_dim = metadata[\"num_ctas\"]\nexperimental/gluon/_runtime.py:33:        module.set_attr(\"ttg.num-ctas\", builder.get_int32_attr(options.num_ctas))\nexperimental/gluon/language/__init__.py:58:    num_ctas,\nexperimental/gluon/language/_core.py:78:    \"num_ctas\",\nexperimental/gluon/language/_core.py:569:def num_ctas(_semantic=None):\nexperimental/gluon/language/_core.py:573:    return _semantic.num_ctas()\nexperimental/gluon/language/_core.py:585:    num_ctas = _unwrap_if_constexpr(_semantic.num_ctas())\nexperimental/gluon/language/_core.py:586:    if num_ctas == 1 or not cluster:\nexperimental/gluon/language/_semantic.py:600:    def num_ctas(self):\nexperimental/gluon/language/_semantic.py:601:        return ttgl.constexpr(self.builder.options.num_ctas)\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:24:    def multicta(num_ctas: int, two_cta: bool = False):\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:29:            num_ctas (int): Number of CTAs.\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:30:            two_cta (bool): Whether the barrier should synchronize every other CTA\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:32:        num_ctas = ttgl._unwrap_if_constexpr(num_ctas)\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:33:        two_cta = ttgl._unwrap_if_constexpr(two_cta)\nShell cwd was reset to /workspace","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"3d2e659f-209b-410e-a75f-c918091e9bba","timestamp":"2026-10-17T23:36:35.219Z","tool_use_result":{"stdout":"knobs.py:438:    num_ctas: int\nruntime/jit.py:633:        repr = f\"{name}[num_warps={options.num_warps}, num_ctas={options.num_ctas}, num_stages={options.num_stages}, enable_fp_fusion={options.enable_fp_fusion}, launch_cooperative_grid={options.launch_cooperative_grid}]({arg_reprs})\"\nruntime/jit.py:644:            'num_ctas': options.num_ctas,\nruntime/autotuner.py:33:            self.configs = [Config({}, num_warps=4, num_stages=3, num_ctas=1)]\nruntime/autotuner.py:313:    :ivar num_ctas: number of blocks in a block cluster. SM90+ only.\nruntime/autotuner.py:314:    :type num_ctas: int\nruntime/autotuner.py:323:    def __init__(self, kwargs, num_warps=4, num_stages=3, num_ctas=1, maxnreg=None, pre_hook=None, ir_override=None):\nruntime/autotuner.py:326:        self.num_ctas = num_ctas\nruntime/autotuner.py:336:        self.num_ctas = state.get(\"num_ctas\", 1)\nruntime/autotuner.py:347:                    (\"num_ctas\", self.num_ctas),\nruntime/autotuner.py:360:        res.append(f\"num_ctas: {self.num_ctas}\")\nbackends/nvidia/compiler.py:108:    num_ctas: int = 1\nbackends/nvidia/compiler.py:186:        if args.get(\"num_ctas\", 1) > 1 and capability < 90:\nbackends/nvidia/compiler.py:187:            raise ValueError((f\"num_ctas > 1 requires NVIDIA SM90+ (Hopper). \"\nbackends/nvidia/compiler.py:189:                              f\"Please set num_ctas=1 or target an SM90+ GPU.\"))\nbackends/nvidia/compiler.py:211:            metadata.num_ctas,\nbackends/nvidia/compiler.py:260:        passes.ttir.add_convert_to_ttgpuir(pm, f\"cuda:{capability}\", opt.num_warps, 32, opt.num_ctas)\nbackends/nvidia/compiler.py:358:        nvidia.passes.ttnvgpuir.add_check_matmul_two_cta(pm)\nbackends/nvidia/driver.py:304:        self.num_ctas = getattr(metadata, \"num_ctas\", 1)\nbackends/nvidia/driver.py:319:                alloc_size = grid_size * self.num_ctas * size\nbackends/amd/compiler.py:40:    num_ctas: int = 1\nbackends/amd/compiler.py:126:        if opts.get(\"num_ctas\", 1) > 1 and not amd.supports_multi_cta_launch(self.target.arch):\nbackends/amd/compiler.py:127:            raise ValueError(f\"num_ctas > 1 not supported on {self.target.arch}\")\nbackends/amd/compiler.py:151:            metadata.num_ctas,\nbackends/amd/compiler.py:216:                                           options.num_ctas)\nbackends/amd/compiler.py:385:        cluster_dim = metadata[\"num_ctas\"]\nexperimental/gluon/_runtime.py:33:        module.set_attr(\"ttg.num-ctas\", builder.get_int32_attr(options.num_ctas))\nexperimental/gluon/language/__init__.py:58:    num_ctas,\nexperimental/gluon/language/_core.py:78:    \"num_ctas\",\nexperimental/gluon/language/_core.py:569:def num_ctas(_semantic=None):\nexperimental/gluon/language/_core.py:573:    return _semantic.num_ctas()\nexperimental/gluon/language/_core.py:585:    num_ctas = _unwrap_if_constexpr(_semantic.num_ctas())\nexperimental/gluon/language/_core.py:586:    if num_ctas == 1 or not cluster:\nexperimental/gluon/language/_semantic.py:600:    def num_ctas(self):\nexperimental/gluon/language/_semantic.py:601:        return ttgl.constexpr(self.builder.options.num_ctas)\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:24:    def multicta(num_ctas: int, two_cta: bool = False):\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:29:            num_ctas (int): Number of CTAs.\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:30:            two_cta (bool): Whether the barrier should synchronize every other CTA\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:32:        num_ctas = ttgl._unwrap_if_constexpr(num_ctas)\nexperimental/gluon/language/nvidia/ampere/mbarrier.py:33:        two_cta = ttgl._unwrap_if_constexpr(two_cta)","stderr":"\nShell cwd was reset to /workspace","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01XWjufvZcjHeyrgjaAMVdit","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gr9jdgwyPAJgiCM3tP","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"There's an `add_check_matmul_two_cta` function in the compiler pipeline I should check—I'll look around line 358 in compiler.py and search for \"two_cta\" references in tl's dot or semantic modules.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":5292,"cache_read_input_tokens":131025,"cache_creation":{"ephemeral_5m_input_tokens":5292,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8e4086cf-bc42-430b-849f-72839721349a","timestamp":"2026-10-17T23:36:38.808Z","request_id":"req_011Cg8gr9PYmCd8aaYJuy3Xd","thinking_duration_ms":1622,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gr9jdgwyPAJgiCM3tP","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018mxcLZyjxXEAmeGcTvJJmP","name":"Bash","input":{"command":"cd /usr/local/lib/python3.12/dist-packages/triton; sed -n 240,380p backends/nvidia/compiler.py; grep -rn \"two_cta\\|twoCTA\\|TwoCTA\" language/ | head","description":"Look at NVIDIA compiler pipeline"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":5292,"cache_read_input_tokens":131025,"cache_creation":{"ephemeral_5m_input_tokens":5292,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"6f017317-f489-4620-b78c-cd04d28ead36","timestamp":"2026-10-17T23:36:38.812Z","request_id":"req_011Cg8gr9PYmCd8aaYJuy3Xd"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018mxcLZyjxXEAmeGcTvJJmP","type":"tool_result","content":"        if capability // 10 < 9:\n            passes.ttir.add_rewrite_tensor_descriptor_to_pointer(pm)\n        passes.common.add_canonicalizer(pm)\n        passes.ttir.add_combine(pm)\n        passes.ttir.add_reorder_broadcast(pm)\n        passes.common.add_cse(pm)\n        passes.common.add_symbol_dce(pm)\n        passes.ttir.add_loop_unroll(pm)\n        pm.run(mod, 'make_ttir')\n        return mod\n\n    @staticmethod\n    def make_ttgir(mod, metadata, opt, capability):\n        # Set maxnreg on all kernels, if it was provided.\n        if opt.maxnreg is not None:\n            mod.set_attr(\"ttg.maxnreg\", ir.builder(mod.context).get_int32_attr(opt.maxnreg))\n\n        pm = ir.pass_manager(mod.context)\n        dump_enabled = pm.enable_debug()\n        emuTF32 = (capability // 10 >= 8)\n        passes.ttir.add_convert_to_ttgpuir(pm, f\"cuda:{capability}\", opt.num_warps, 32, opt.num_ctas)\n        # optimize TTGIR\n        passes.ttgpuir.add_coalesce(pm)\n        passes.ttgpuir.add_f32_dot_tc(pm, emuTF32)\n        # TODO(Qingyi): Move PlanCTAPass to the front of CoalescePass\n        nvidia.passes.ttnvgpuir.add_plan_cta(pm)\n        passes.ttgpuir.add_remove_layout_conversions(pm)\n        passes.ttgpuir.add_optimize_thread_locality(pm)\n        passes.ttgpuir.add_accelerate_matmul(pm)\n        passes.ttgpuir.add_remove_layout_conversions(pm)\n        passes.ttgpuir.add_optimize_dot_operands(pm, capability >= 80)\n        nvidia.passes.ttnvgpuir.add_optimize_descriptor_encoding(pm)\n        passes.ttir.add_loop_aware_cse(pm)\n        if capability // 10 in [8, 9]:\n            passes.ttgpuir.add_fuse_nested_loops(pm)\n            passes.common.add_canonicalizer(pm)\n            passes.ttir.add_triton_licm(pm)\n            passes.common.add_canonicalizer(pm)\n            passes.ttgpuir.add_combine_tensor_select_and_if(pm)\n            nvidia.passes.hopper.add_hopper_warpspec(pm, opt.num_stages, dump_enabled)\n            passes.ttgpuir.add_assign_latencies(pm, opt.num_stages)\n            passes.ttgpuir.add_schedule_loops(pm)\n            passes.ttgpuir.add_pipeline(pm, opt.num_stages, dump_enabled)\n        elif capability // 10 >= 10:\n            passes.ttgpuir.add_fuse_nested_loops(pm)\n            passes.common.add_canonicalizer(pm)\n            passes.ttir.add_triton_licm(pm)\n            passes.ttgpuir.add_optimize_accumulator_init(pm)\n            passes.ttgpuir.add_hoist_tmem_alloc(pm, False)\n            nvidia.passes.ttnvgpuir.add_promote_lhs_to_tmem(pm)\n            passes.ttgpuir.add_assign_latencies(pm, opt.num_stages)\n            passes.ttgpuir.add_schedule_loops(pm)\n            passes.ttgpuir.add_warp_specialize(pm, opt.num_stages)\n            passes.ttgpuir.add_pipeline(pm, opt.num_stages, dump_enabled)\n            passes.ttgpuir.add_optimize_partition_warps(pm)\n            passes.ttgpuir.add_combine_tensor_select_and_if(pm)\n            # hoist again and allow hoisting out of if statements\n            passes.ttgpuir.add_hoist_tmem_alloc(pm, True)\n            nvidia.passes.ttnvgpuir.add_remove_tmem_tokens(pm)\n        else:\n            passes.ttir.add_triton_licm(pm)\n        passes.common.add_canonicalizer(pm)\n        passes.ttir.add_loop_aware_cse(pm)\n        passes.ttgpuir.add_prefetch(pm)\n        passes.ttgpuir.add_optimize_dot_operands(pm, capability >= 80)\n        passes.ttgpuir.add_coalesce_async_copy(pm)\n        nvidia.passes.ttnvgpuir.add_optimize_tmem_layouts(pm)\n        if capability // 10 >= 9:\n            nvidia.passes.ttnvgpuir.add_tma_lowering(pm)\n        passes.ttgpuir.add_remove_layout_conversions(pm)\n        nvidia.passes.ttnvgpuir.add_interleave_tmem(pm)\n        passes.ttgpuir.add_reduce_data_duplication(pm)\n        passes.ttgpuir.add_reorder_instructions(pm)\n        passes.ttir.add_loop_aware_cse(pm)\n        passes.common.add_symbol_dce(pm)\n        nvidia.passes.ttnvgpuir.add_fence_insertion(pm, capability)\n        nvidia.passes.ttnvgpuir.add_lower_mma(pm)\n        passes.common.add_sccp(pm)\n        passes.common.add_cse(pm)\n        passes.common.add_canonicalizer(pm)\n\n        pm.run(mod, 'make_ttgir')\n        metadata[\"tensordesc_meta\"] = mod.get_tensordesc_metadata()\n        return mod\n\n    def gluon_to_ttgir(self, src, metadata, options, capability):\n        mod = src\n        pm = ir.pass_manager(mod.context)\n        pm.enable_debug()\n\n        passes.gluon.add_inliner(pm)\n        passes.gluon.add_infer_coalesced_encodings(pm)\n        passes.gluon.add_resolve_auto_encodings(pm)\n        nvidia.passes.ttnvgpuir.add_tma_lowering(pm)\n        passes.gluon.add_canonicalizer(pm)\n        passes.common.add_sccp(pm)\n        passes.ttir.add_loop_aware_cse(pm)\n        passes.gluon.add_canonicalizer(pm)\n        passes.ttgpuir.add_combine_tensor_select_and_if(pm)\n\n        pm.run(mod, 'gluon_to_ttgir')\n        metadata[\"tensordesc_meta\"] = mod.get_tensordesc_metadata()\n        return mod\n\n    def make_llir(self, src, metadata, options, capability):\n        ptx_version = get_ptx_version_from_options(options, self.target.arch)\n\n        mod = src\n        # TritonGPU -> LLVM-IR (MLIR)\n        pm = ir.pass_manager(mod.context)\n        pm.enable_debug()\n\n        passes.ttgpuir.add_combine_tensor_select_and_if(pm)\n        passes.ttgpuir.add_allocate_warp_groups(pm)\n        passes.convert.add_scf_to_cf(pm)\n        passes.gluon.add_inliner(pm)\n        nvidia.passes.ttgpuir.add_allocate_shared_memory_nv(pm, capability, ptx_version)\n        nvidia.passes.ttnvgpuir.add_allocate_tensor_memory(pm)\n        nvidia.passes.ttnvgpuir.add_check_matmul_two_cta(pm)\n        if \"consan\" in options.instrumentation_mode:\n            # Call ConcurrencySanitizerPass here, before allocating global scratch memory but after allocating tensor and shared\n            passes.ttgpuir.add_concurrency_sanitizer(pm)\n        passes.ttgpuir.add_allocate_global_scratch_memory(pm)\n        nvidia.passes.ttnvgpuir.add_proxy_fence_insertion(pm, capability)\n        # instrumentation point here so we can override IRs above (e.g., ttir and ttgir)\n        if CUDABackend.instrumentation:\n            CUDABackend.instrumentation.patch(\"ttgpuir_to_llvmir\", pm, mod.context)\n        nvidia.passes.ttgpuir.add_to_llvmir(pm, capability, ptx_version)\n        passes.common.add_canonicalizer(pm)\n        passes.common.add_cse(pm)\n        nvidia.passes.ttnvgpuir.add_nvgpu_to_llvm(pm)\n        nvidia.passes.ttnvgpuir.add_warp_specialize_to_llvm(pm)\n        passes.common.add_canonicalizer(pm)\n        passes.common.add_cse(pm)\n        passes.common.add_symbol_dce(pm)\n        passes.convert.add_nvvm_to_llvm(pm)\n\n        if not knobs.compilation.disable_line_info and not knobs.compilation.dump_ir_extract_di_local_variables:\n            passes.llvmir.add_di_scope(pm)\n\n        if CUDABackend.instrumentation:\nShell cwd was reset to /workspace","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"d5f5133f-3398-4dd5-ace6-e84c11d71c34","timestamp":"2026-10-17T23:36:38.841Z","tool_use_result":{"stdout":"        if capability // 10 < 9:\n            passes.ttir.add_rewrite_tensor_descriptor_to_pointer(pm)\n        passes.common.add_canonicalizer(pm)\n        passes.ttir.add_combine(pm)\n        passes.ttir.add_reorder_broadcast(pm)\n        passes.common.add_cse(pm)\n        passes.common.add_symbol_dce(pm)\n        passes.ttir.add_loop_unroll(pm)\n        pm.run(mod, 'make_ttir')\n        return mod\n\n    @staticmethod\n    def make_ttgir(mod, metadata, opt, capability):\n        # Set maxnreg on all kernels, if it was provided.\n        if opt.maxnreg is not None:\n            mod.set_attr(\"ttg.maxnreg\", ir.builder(mod.context).get_int32_attr(opt.maxnreg))\n\n        pm = ir.pass_manager(mod.context)\n        dump_enabled = pm.enable_debug()\n        emuTF32 = (capability // 10 >= 8)\n        passes.ttir.add_convert_to_ttgpuir(pm, f\"cuda:{capability}\", opt.num_warps, 32, opt.num_ctas)\n        # optimize TTGIR\n        passes.ttgpuir.add_coalesce(pm)\n        passes.ttgpuir.add_f32_dot_tc(pm, emuTF32)\n        # TODO(Qingyi): Move PlanCTAPass to the front of CoalescePass\n        nvidia.passes.ttnvgpuir.add_plan_cta(pm)\n        passes.ttgpuir.add_remove_layout_conversions(pm)\n        passes.ttgpuir.add_optimize_thread_locality(pm)\n        passes.ttgpuir.add_accelerate_matmul(pm)\n        passes.ttgpuir.add_remove_layout_conversions(pm)\n        passes.ttgpuir.add_optimize_dot_operands(pm, capability >= 80)\n        nvidia.passes.ttnvgpuir.add_optimize_descriptor_encoding(pm)\n        passes.ttir.add_loop_aware_cse(pm)\n        if capability // 10 in [8, 9]:\n            passes.ttgpuir.add_fuse_nested_loops(pm)\n            passes.common.add_canonicalizer(pm)\n            passes.ttir.add_triton_licm(pm)\n            passes.common.add_canonicalizer(pm)\n            passes.ttgpuir.add_combine_tensor_select_and_if(pm)\n            nvidia.passes.hopper.add_hopper_warpspec(pm, opt.num_stages, dump_enabled)\n            passes.ttgpuir.add_assign_latencies(pm, opt.num_stages)\n            passes.ttgpuir.add_schedule_loops(pm)\n            passes.ttgpuir.add_pipeline(pm, opt.num_stages, dump_enabled)\n        elif capability // 10 >= 10:\n            passes.ttgpuir.add_fuse_nested_loops(pm)\n            passes.common.add_canonicalizer(pm)\n            passes.ttir.add_triton_licm(pm)\n            passes.ttgpuir.add_optimize_accumulator_init(pm)\n            passes.ttgpuir.add_hoist_tmem_alloc(pm, False)\n            nvidia.passes.ttnvgpuir.add_promote_lhs_to_tmem(pm)\n            passes.ttgpuir.add_assign_latencies(pm, opt.num_stages)\n            passes.ttgpuir.add_schedule_loops(pm)\n            passes.ttgpuir.add_warp_specialize(pm, opt.num_stages)\n            passes.ttgpuir.add_pipeline(pm, opt.num_stages, dump_enabled)\n            passes.ttgpuir.add_optimize_partition_warps(pm)\n            passes.ttgpuir.add_combine_tensor_select_and_if(pm)\n            # hoist again and allow hoisting out of if statements\n            passes.ttgpuir.add_hoist_tmem_alloc(pm, True)\n            nvidia.passes.ttnvgpuir.add_remove_tmem_tokens(pm)\n        else:\n            passes.ttir.add_triton_licm(pm)\n        passes.common.add_canonicalizer(pm)\n        passes.ttir.add_loop_aware_cse(pm)\n        passes.ttgpuir.add_prefetch(pm)\n        passes.ttgpuir.add_optimize_dot_operands(pm, capability >= 80)\n        passes.ttgpuir.add_coalesce_async_copy(pm)\n        nvidia.passes.ttnvgpuir.add_optimize_tmem_layouts(pm)\n        if capability // 10 >= 9:\n            nvidia.passes.ttnvgpuir.add_tma_lowering(pm)\n        passes.ttgpuir.add_remove_layout_conversions(pm)\n        nvidia.passes.ttnvgpuir.add_interleave_tmem(pm)\n        passes.ttgpuir.add_reduce_data_duplication(pm)\n        passes.ttgpuir.add_reorder_instructions(pm)\n        passes.ttir.add_loop_aware_cse(pm)\n        passes.common.add_symbol_dce(pm)\n        nvidia.passes.ttnvgpuir.add_fence_insertion(pm, capability)\n        nvidia.passes.ttnvgpuir.add_lower_mma(pm)\n        passes.common.add_sccp(pm)\n        passes.common.add_cse(pm)\n        passes.common.add_canonicalizer(pm)\n\n        pm.run(mod, 'make_ttgir')\n        metadata[\"tensordesc_meta\"] = mod.get_tensordesc_metadata()\n        return mod\n\n    def gluon_to_ttgir(self, src, metadata, options, capability):\n        mod = src\n        pm = ir.pass_manager(mod.context)\n        pm.enable_debug()\n\n        passes.gluon.add_inliner(pm)\n        passes.gluon.add_infer_coalesced_encodings(pm)\n        passes.gluon.add_resolve_auto_encodings(pm)\n        nvidia.passes.ttnvgpuir.add_tma_lowering(pm)\n        passes.gluon.add_canonicalizer(pm)\n        passes.common.add_sccp(pm)\n        passes.ttir.add_loop_aware_cse(pm)\n        passes.gluon.add_canonicalizer(pm)\n        passes.ttgpuir.add_combine_tensor_select_and_if(pm)\n\n        pm.run(mod, 'gluon_to_ttgir')\n        metadata[\"tensordesc_meta\"] = mod.get_tensordesc_metadata()\n        return mod\n\n    def make_llir(self, src, metadata, options, capability):\n        ptx_version = get_ptx_version_from_options(options, self.target.arch)\n\n        mod = src\n        # TritonGPU -> LLVM-IR (MLIR)\n        pm = ir.pass_manager(mod.context)\n        pm.enable_debug()\n\n        passes.ttgpuir.add_combine_tensor_select_and_if(pm)\n        passes.ttgpuir.add_allocate_warp_groups(pm)\n        passes.convert.add_scf_to_cf(pm)\n        passes.gluon.add_inliner(pm)\n        nvidia.passes.ttgpuir.add_allocate_shared_memory_nv(pm, capability, ptx_version)\n        nvidia.passes.ttnvgpuir.add_allocate_tensor_memory(pm)\n        nvidia.passes.ttnvgpuir.add_check_matmul_two_cta(pm)\n        if \"consan\" in options.instrumentation_mode:\n            # Call ConcurrencySanitizerPass here, before allocating global scratch memory but after allocating tensor and shared\n            passes.ttgpuir.add_concurrency_sanitizer(pm)\n        passes.ttgpuir.add_allocate_global_scratch_memory(pm)\n        nvidia.passes.ttnvgpuir.add_proxy_fence_insertion(pm, capability)\n        # instrumentation point here so we can override IRs above (e.g., ttir and ttgir)\n        if CUDABackend.instrumentation:\n            CUDABackend.instrumentation.patch(\"ttgpuir_to_llvmir\", pm, mod.context)\n        nvidia.passes.ttgpuir.add_to_llvmir(pm, capability, ptx_version)\n        passes.common.add_canonicalizer(pm)\n        passes.common.add_cse(pm)\n        nvidia.passes.ttnvgpuir.add_nvgpu_to_llvm(pm)\n        nvidia.passes.ttnvgpuir.add_warp_specialize_to_llvm(pm)\n        passes.common.add_canonicalizer(pm)\n        passes.common.add_cse(pm)\n        passes.common.add_symbol_dce(pm)\n        passes.convert.add_nvvm_to_llvm(pm)\n\n        if not knobs.compilation.disable_line_info and not knobs.compilation.dump_ir_extract_di_local_variables:\n            passes.llvmir.add_di_scope(pm)\n\n        if CUDABackend.instrumentation:","stderr":"\nShell cwd was reset to /workspace","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_018mxcLZyjxXEAmeGcTvJJmP","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":3,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"f7dd479f-65fa-4796-b89e-767a4c42357a"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":8,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"644edbf8-5a37-4af5-9c83-3da6f81e6f46"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":13,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"9674890f-7783-49a9-936e-ff34799b25ac"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":14,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"bb990f67-d44e-41e2-b889-289bcc59e937"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":20,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"3d50ad7c-4a96-42fb-b2b1-c9a0c6e038b9"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":25,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"5d8cdc55-c603-4a72-a9ca-9e4f8ed7fada"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":28,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"52386618-54f3-4ca3-93ea-c73b2101cec7"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":30,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"bd841bf3-dc8d-442c-bd7a-9e7b82934fa6"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":37,"estimated_tokens_delta":7,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"309aedd5-e676-4a4f-b99f-2cfbc1820b29"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":40,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"a867552c-2513-4589-9def-d21f2e50ad82"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":43,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"1f4b8466-9107-4689-a89e-6553254e33ac"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":44,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"85b87a96-3b08-470d-b95b-b9fdd3b7cc50"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":50,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"2eced586-0814-46a9-b4fd-90d2ad1259f4"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":53,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"831b361d-1fa7-4eaa-bd03-2b3d6f07f9b9"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":54,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"b084d73e-f910-4ca0-90e2-8e8ff79afc94"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":57,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"2120faf8-9278-4dd3-84af-1b9aff110620"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":64,"estimated_tokens_delta":7,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8d4062c0-f179-4227-9af5-5787cf95d158"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":65,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"8fe38572-49bf-48fe-95c5-0ecd7c918c6c"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":69,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"50bdac19-6807-4b70-9889-276361a3ab8f"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":70,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"6c919daf-343c-45f8-a7c2-22a5f988f2b7"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":74,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"b4068f82-b536-44a9-9e8e-fb38898e039b"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":77,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"342a9093-2982-4c5b-8623-7f05805b6ee9"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":80,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"21d3d5d7-e8a0-4151-9603-8b7df431ca29"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":83,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"c9d8866e-2ac6-4f2c-98ca-48a3958f0cdd"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":88,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"b778879d-6d89-4406-9b7e-e27b6cff5ece"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":92,"estimated_tokens_delta":4,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"ef05fdad-1037-4f4c-a2f5-5276e583f7d7"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":99,"estimated_tokens_delta":7,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"1e4e5946-cd53-4498-997f-40cbcf48981d"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":102,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4c04663e-827c-4904-971a-43eb3363a62d"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":103,"estimated_tokens_delta":1,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"efbbbfc9-f7b3-4372-bbdd-32cfce3adcdd"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":106,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"7f9a54f8-cad0-478f-8aef-b45b1babde55"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":112,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"dbe713e0-12f4-4db4-967e-29b37f5bc38b"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":118,"estimated_tokens_delta":6,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"c2be5c5f-e3a3-4cdd-9df1-d8dcb4ed0c01"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":120,"estimated_tokens_delta":2,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"5dd85239-c157-4aa4-9400-06b7580a7b12"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":123,"estimated_tokens_delta":3,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"38567634-2346-4909-b1d5-3cccb559f067"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":128,"estimated_tokens_delta":5,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"82628ef4-e7f0-4030-9819-b85963d2de4c"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gspqevUf57jxzwfDXZ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"PlanCTAPass is failing, likely because of an unsupported op like reshape, scf.if, reductions, or descriptors. I should try a minimal attention kernel with num_ctas=2 — a simple loop, G=1 with Q via a 2D descriptor, no scf.if, no reshape — to see if it compiles at all and whether 2-CTA MMA gets used. I'm also mindful I've already spent a good chunk of my time budget on this.\n\nWith about 85 minutes left and the 2-CTA path being a gamble, I'll cap this experiment at roughly 10 minutes and write a minimal kernel to test it.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":377,"cache_read_input_tokens":141113,"cache_creation":{"ephemeral_5m_input_tokens":377,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"e008d3db-f7ca-43fd-8c11-0622a5fca6b7","timestamp":"2026-10-17T23:37:04.097Z","request_id":"req_011Cg8gspDwB8pLJcpHEqAAU","thinking_duration_ms":4585,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gspqevUf57jxzwfDXZ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011u69v3G4jHhK3dxgCEYg2D","name":"Bash","input":{"command":"cat > /workspace/dev/t2cta.py << 'EOF'\nimport torch, triton, triton.language as tl, sys\ndef _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\ntriton.set_allocator(_alloc)\n\n@triton.jit\ndef k1(Q, K, V, O, Sk, qk_scale, D: tl.constexpr, BM: tl.constexpr, BN: tl.constexpr, MODE: tl.constexpr):\n    pid = tl.program_id(0)\n    q_desc = tl.make_tensor_descriptor(Q, shape=[1024, D], strides=[D, 1], block_shape=[BM, D])\n    k_desc = tl.make_tensor_descriptor(K, shape=[Sk, D], strides=[D, 1], block_shape=[BN, D])\n    v_desc = tl.make_tensor_descriptor(V, shape=[Sk, D], strides=[D, 1], block_shape=[BN, D])\n    q = q_desc.load([pid * BM, 0])\n    acc = tl.zeros((BM, D), tl.float32)\n    l_i = tl.zeros((BM,), tl.float32)\n    for n in range(0, Sk, BN):\n        k = k_desc.load([n, 0])\n        s = tl.dot(q, k.T)\n        if MODE == 1:\n            p = tl.math.exp2(s * qk_scale)\n            l_i += tl.sum(p, 1)\n        else:\n            p = s\n        v = v_desc.load([n, 0])\n        acc = tl.dot(p.to(tl.bfloat16), v, acc)\n    acc = acc / l_i[:, None]\n    o_desc = tl.make_tensor_descriptor(O, shape=[1024, D], strides=[D, 1], block_shape=[BM, D])\n    o_desc.store([pid * BM, 0], acc)\n\nD = 256\nq = torch.randn(1024, D, device='cuda', dtype=torch.bfloat16)\nk = torch.randn(8192, D, device='cuda', dtype=torch.bfloat16)\nv = torch.randn(8192, D, device='cuda', dtype=torch.bfloat16)\no = torch.empty(1024, D, device='cuda', dtype=torch.float32)\nfor mode in [0, 1]:\n    for (BM, nc, nw, BN, ns) in [(256, 2, 8, 64, 2), (256, 2, 4, 64, 2), (256, 2, 8, 128, 2)]:\n        try:\n            h = k1[(1024 // BM * nc // nc,)](q, k, v, o, 8192, 0.09, D=D, BM=BM, BN=BN, MODE=mode, num_warps=nw, num_ctas=nc, num_stages=ns)\n            torch.cuda.synchronize()\n            print(mode, BM, nc, nw, BN, ns, 'compiled; mma two-cta in ptx:', 'cta_group::2' in h.asm['ptx'], 'shared', h.metadata.shared, flush=True)\n        except Exception as e:\n            print(mode, BM, nc, nw, BN, ns, 'FAIL', str(e).split('\\n')[0][:200], flush=True)\nEOF\ntimeout 600 python t2cta.py 2>&1 | grep -v \"^  \" | grep -E \"compiled|FAIL|note:\" | cut -c1-300","description":"Minimal 2-CTA attention compile test"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":377,"cache_read_input_tokens":141113,"cache_creation":{"ephemeral_5m_input_tokens":377,"ephemeral_1h_input_tokens":0},"output_tokens":9,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"c08b0653-b58c-47e3-b5ec-5fba65fcd61d","timestamp":"2026-10-17T23:37:10.423Z","request_id":"req_011Cg8gspDwB8pLJcpHEqAAU"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011u69v3G4jHhK3dxgCEYg2D","type":"tool_result","content":"/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n0 256 2 8 64 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n0 256 2 4 64 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n0 256 2 8 128 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n1 256 2 8 64 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n1 256 2 4 64 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n1 256 2 8 128 2 FAIL PassManager::run failed","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"1e8d857a-6ea9-46ed-91eb-b4223f96578c","timestamp":"2026-10-17T23:37:13.458Z","tool_use_result":{"stdout":"/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n0 256 2 8 64 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n0 256 2 4 64 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n0 256 2 8 128 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n1 256 2 8 64 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n1 256 2 4 64 2 FAIL PassManager::run failed\n/workspace/dev/t2cta.py:7:0: note: Pipeline failed while executing [`TritonGPUPlanCTAPass` on 'builtin.module' operation]: reproducer generated at `std::errs, please share the reproducer above with Triton project.`\n1 256 2 8 128 2 FAIL PassManager::run failed","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_011u69v3G4jHhK3dxgCEYg2D","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gtyDCnbs39UfWvdAWk","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The 2-CTA approach fails too, so I'm dropping it and returning to the single-CTA design. Since the L2-resident test showed the same 600 TF, HBM bandwidth isn't the bottleneck, so I'm scrutinizing the TMA load path—each 64×256 tile splits into four 64×64 TMA instructions with 128B swizzle, which looks correct.\n\nI'm now checking whether prefetch distance is too short, exposing L2 latency. Tracing through the IR's load/wait dependencies for K and V slots, I estimate the compute-only iteration takes ~1300 cycles (~0.68us), but the measured iteration time of ~2.1us implies load latency closer to 1.5-2us—unusually high for L2 hits, which makes me suspect L2 bandwidth saturation from the aggregate SM traffic rather than pure latency.\n\nIf L2 bandwidth is the bottleneck, reducing per-CTA traffic patterns like grouping (G=1 vs G=2) won't help since each CTA still loads the full K/V range—the real fix is increasing FLOPs per loaded byte via a larger M per CTA. I'm weighing options for this in Triton without 2-CTA mode: BM=256 doesn't fit in TMEM alongside S, and BM=192 isn't a valid tcgen05 M value, so Triton would likely split it into 128+64 anyway.\n\nI'm also considering whether TMEM lane constraints make a 192-row accumulator infeasible, whether splitting O computation across head-dim halves would just double QK work unnecessarily, and whether GQA head-packing into BM=128 already uses the practical limit for M per K/V load—meaning bigger tiles may be the only real path forward.\n\nConverting K/V to fp8 on the fly doesn't help either, since they'd still need to be read in bf16 first and fp8 precision loss (~6% error from only 3 mantissa bits) would blow past tolerance, and relying on L2 locality is moot if the L2-to-SM bandwidth itself is the bottleneck. This makes me want to double check whether bandwidth really is the limiting factor by working out the actual L2-to-SM traffic for the 2-CTA M=256 tiling scheme.\n\nComputing the FLOP-to-byte ratio for the expert's approach gives about 256, which at 1450 TF implies a required 5.7 TB/s from L2 to SM, while my kernel only achieves 4.6 TB/s at 600 TF — meaning if L2 bandwidth were truly capped near 4.6-5 TB/s, the expert's throughput would be unreachable. So the real ceiling for L2 bandwidth must be higher than I assumed, which points toward latency rather than raw bandwidth being the actual constraint.\n\nUsing Little's Law with ~64KB in flight per SM, the implied latency comes out to roughly 2.1 microseconds, which seems too large unless the data actually in flight is smaller than I estimated due to late-issued loads. Looking at the pipelining pattern — issuing V(i+1) and K(i+2) at the end of iteration i — the V prefetch distance is really only about half an iteration ahead, since V isn't needed until after the softmax computation completes.\n\nGiven current SMEM usage (Q at 64KB plus double-buffered K and V at 32KB each, totaling ~192KB against a 227KB max), there's room for a third V buffer slot to deepen the prefetch. I'm also considering whether K and V loads could be merged into a single tile load, though they're separate tensors so that's tricky with Triton's pipeliner, which applies uniform num_stages across all loop loads. An alternative is shrinking BN to 32 with num_stages=3, cutting SMEM to 160KB total and effectively doubling the prefetch distance to two iterations worth of keys.\n\nComparing options by bytes-in-flight: BN=64/2-stages gives 64KB ahead, BN=32/4-stages gives 96KB, and BN=16/8-stages pushes to 112KB — but smaller BN tanks MMA efficiency since the QK matmul becomes SMEM-bandwidth bound at low N, roughly 2.4x slower throughput per clock.\n\nSo I'm checking if swapping operands to compute S^T = K @ Q^T changes the picture — at BN=128 the per-step bandwidth works out the same 128 B/clk as before, no real win there. Then looking at the PV matmul, since P comes from TMEM rather than SMEM, the bandwidth cost there is dominated just by streaming V.\n\nThis confirms QK is the real SMEM bottleneck, and its pain comes from re-reading Q as operand A on every N-tile. If I instead keep Q resident in TMEM as operand A, QK would only touch SMEM for K (B operand), cutting bandwidth to 64 B/clk and freeing up a full 64KB of SMEM — enough to add more K/V pipeline stages. Checking the TMEM budget with Q packed in bf16 alongside O, S, and P, the total comes to 480 columns, fitting under the 512 limit.\n\nNow I'm wondering whether Triton can actually route Q into TMEM this way — there's a promotion pass that moves an MMA's LHS operand into TMEM, which is how P ends up there, but it seems to require the LHS to come from registers rather than a direct TMA load straight to SMEM. Since Q is loop-invariant and loaded via TMA into SMEM, I'd need to force it through registers first — maybe by prescaling Q by the softmax scale factor — so the promotion pass recognizes it as a candidate for TMEM placement, accepting a small amount of bf16 rounding error as the tradeoff.\n\nUnderflow only matters for truly tiny magnitudes near 1e-38, so scaling by 1.0 is basically a no-op the compiler would eliminate anyway. I'm now wondering about register placement for Q when loaded via pointer versus descriptor — specifically whether PromoteLHSToTMem handles pointer-loaded Q the same way, since v1's 523 TF performance differs from the descriptor-based v2 approach and I need to trace where q actually lands in the generated IR.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2207,"cache_read_input_tokens":141490,"cache_creation":{"ephemeral_5m_input_tokens":2207,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"db3d7c48-0728-4824-899b-d5335c9e4a50","timestamp":"2026-10-17T23:37:52.501Z","request_id":"req_011Cg8gtxrd7g56baJSURY5s","thinking_duration_ms":37497,"thinking_display":"summarized"}
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{"type":"system","subtype":"task_started","task_id":"bpo5tilif","run_id":"0mvd1efrl-a8c1138a","tool_use_id":"toolu_01Fe8zQX9q5hrpzc8fEJGH1c","description":"Check where Q lives with pointer loads","is_backgrounded":false,"task_type":"local_bash","uuid":"425bbf10-5dc2-4758-a6aa-27fe953e3ee5","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Fe8zQX9q5hrpzc8fEJGH1c","type":"tool_result","content":"48:    for n in tl.range(lo, hi1, BN, warp_specialize=WS):\n60:    for n in tl.range(lo2, hi, BN, warp_specialize=WS):\nregs 232 spills 0 shared 197184\n189:    ttng.tc_gen5_mma %q_65, %s, %s_92, %false, %acc_87, %acc_76[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared, #smem>, !ttg.memdesc<256x64xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#\n227:    ttng.tc_gen5_mma %acc_114, %v_93, %acc, %true, %acc_87, %acc_79[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared\n230:    ttng.tc_gen5_mma %q_65, %s_96, %s_92, %false, %acc_91, %acc_77[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared, #smem>, !ttg.memdesc<256x64xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> lo\n280:      ttng.tc_gen5_mma %acc_114, %v_233, %acc, %true, %true, %acc_237[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shar\n128:    %q_65 = ttg.local_alloc %q_64 : (tensor<128x256xbf16, #blocked>) -> !ttg.memdesc<128x256xbf16, #shared, #smem> loc(#loc158)\n154:    %acc = ttng.tmem_alloc : () -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc178)\n156:    %acc_75 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc254)\n161:    %acc_78 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc254)\n166:    %k = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared, #smem, mutable> loc(#loc180)\n167:    %v = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared, #smem, mutable> loc(#loc181)\n168:    %acc_81 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc254)\n173:    %acc_84 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc254)\n187:    %s_92 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc183)\n222:    %acc_114 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc178)\n342:    %acc_125 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc257)\n347:    %acc_128 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc257)\n352:    %k_131 = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared, #smem, mutable> loc(#loc203)\n353:    %v_132 = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared, #smem, mutable> loc(#loc204)\n354:    %acc_133 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc257)\n359:    %acc_136 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc257)\n373:    %s_145 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc206)\n415:    %acc_174 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc223)","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"20b8c8ee-e5c1-4eab-b3c1-b29924e142e5","timestamp":"2026-10-17T23:37:56.880Z","tool_use_result":{"stdout":"48:    for n in tl.range(lo, hi1, BN, warp_specialize=WS):\n60:    for n in tl.range(lo2, hi, BN, warp_specialize=WS):\nregs 232 spills 0 shared 197184\n189:    ttng.tc_gen5_mma %q_65, %s, %s_92, %false, %acc_87, %acc_76[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared, #smem>, !ttg.memdesc<256x64xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#\n227:    ttng.tc_gen5_mma %acc_114, %v_93, %acc, %true, %acc_87, %acc_79[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared\n230:    ttng.tc_gen5_mma %q_65, %s_96, %s_92, %false, %acc_91, %acc_77[%true] {is_async} : !ttg.memdesc<128x256xbf16, #shared, #smem>, !ttg.memdesc<256x64xbf16, #shared2, #smem, mutable>, !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shared1, #smem, mutable> lo\n280:      ttng.tc_gen5_mma %acc_114, %v_233, %acc, %true, %true, %acc_237[%true] {is_async} : !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable>, !ttg.memdesc<64x256xbf16, #shared, #smem, mutable>, !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable>, !ttg.memdesc<1xi64, #shar\n128:    %q_65 = ttg.local_alloc %q_64 : (tensor<128x256xbf16, #blocked>) -> !ttg.memdesc<128x256xbf16, #shared, #smem> loc(#loc158)\n154:    %acc = ttng.tmem_alloc : () -> !ttg.memdesc<128x256xf32, #tmem, #ttng.tensor_memory, mutable> loc(#loc178)\n156:    %acc_75 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc254)\n161:    %acc_78 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc254)\n166:    %k = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared, #smem, mutable> loc(#loc180)\n167:    %v = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared, #smem, mutable> loc(#loc181)\n168:    %acc_81 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc254)\n173:    %acc_84 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc254)\n187:    %s_92 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc183)\n222:    %acc_114 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc178)\n342:    %acc_125 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc257)\n347:    %acc_128 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc257)\n352:    %k_131 = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared, #smem, mutable> loc(#loc203)\n353:    %v_132 = ttg.local_alloc : () -> !ttg.memdesc<2x64x256xbf16, #shared, #smem, mutable> loc(#loc204)\n354:    %acc_133 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc257)\n359:    %acc_136 = ttg.local_alloc : () -> !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(#loc257)\n373:    %s_145 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xf32, #tmem1, #ttng.tensor_memory, mutable> loc(#loc206)\n415:    %acc_174 = ttng.tmem_alloc : () -> !ttg.memdesc<128x64xbf16, #tmem1, #ttng.tensor_memory, mutable> loc(#loc223)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01Fe8zQX9q5hrpzc8fEJGH1c","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8gyunyFmCWdbEazkGyx","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Pr4qcwp4swuNMiVUPstkuv","name":"Bash","input":{"command":"cat > /workspace/dev/l2bw.py << 'EOF'\nimport torch, triton, triton.language as tl\ndef _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\ntriton.set_allocator(_alloc)\n\n@triton.jit\ndef rd(X, Out, nrows, iters, BN: tl.constexpr, D: tl.constexpr, NCOL: tl.constexpr):\n    pid = tl.program_id(0)\n    desc = tl.make_tensor_descriptor(X, shape=[nrows, NCOL], strides=[NCOL, 1], block_shape=[BN, D])\n    acc = tl.zeros((BN, D), tl.float32)\n    for i in tl.range(0, iters, num_stages=4):\n        r = ((pid * 7 + i) * BN) % nrows\n        x = desc.load([r, (pid % (NCOL // D)) * D])\n        acc += x.to(tl.float32)\n    tl.store(Out + pid * BN * D + tl.arange(0, BN)[:, None] * D + tl.arange(0, D)[None, :], acc)\n\nfor mb in [16, 64, 1024]:\n    nrows = mb * 1024 * 1024 // (2048 * 2)\n    X = torch.randn(nrows, 2048, device='cuda', dtype=torch.bfloat16)\n    BN, D = 64, 256\n    out = torch.empty(148 * 2, BN * D, device='cuda', dtype=torch.float32)\n    iters = 400\n    for grid in [148, 296]:\n        rd[(grid,)](X, out, nrows, iters, BN=BN, D=D, NCOL=2048, num_warps=8)\n        torch.cuda.synchronize()\n        s, e = torch.cuda.Event(enable_timing=True), torch.cuda.Event(enable_timing=True)\n        s.record()\n        for _ in range(5):\n            rd[(grid,)](X, out, nrows, iters, BN=BN, D=D, NCOL=2048, num_warps=8)\n        e.record(); torch.cuda.synchronize()\n        t = s.elapsed_time(e) / 5 * 1e-3\n        print(f'{mb}MB grid {grid}: {grid * iters * BN * D * 2 / t / 1e12:.2f} TB/s')\nEOF\ntimeout 300 python l2bw.py","description":"Measure L2/HBM read bandwidth via TMA"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1467,"cache_read_input_tokens":149771,"cache_creation":{"ephemeral_5m_input_tokens":1467,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4b437d8e-750e-465b-b323-a4bb12ba0211","timestamp":"2026-10-17T23:38:35.510Z","request_id":"req_011Cg8gyuSsnFvCn5zHhXCRr"}
{"type":"system","subtype":"task_started","task_id":"bshnr7rlj","run_id":"0mvd1fcjm-a827bbb7","tool_use_id":"toolu_01Pr4qcwp4swuNMiVUPstkuv","description":"Measure L2/HBM read bandwidth via TMA","is_backgrounded":false,"task_type":"local_bash","uuid":"a4418c72-a253-4bc4-b13d-6de40ff93a6f","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Pr4qcwp4swuNMiVUPstkuv","type":"tool_result","content":"16MB grid 148: 12.66 TB/s\n16MB grid 296: 16.33 TB/s\n64MB grid 148: 13.08 TB/s\n64MB grid 296: 16.20 TB/s\n1024MB grid 148: 6.88 TB/s\n1024MB grid 296: 6.81 TB/s","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"a9f36e42-e39d-43ea-b2e9-7a955b794ec6","timestamp":"2026-10-17T23:38:38.566Z","tool_use_result":{"stdout":"16MB grid 148: 12.66 TB/s\n16MB grid 296: 16.33 TB/s\n64MB grid 148: 13.08 TB/s\n64MB grid 296: 16.20 TB/s\n1024MB grid 148: 6.88 TB/s\n1024MB grid 296: 6.81 TB/s","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01Pr4qcwp4swuNMiVUPstkuv","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8h3JXHnBHSbDMaqzgTP","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Comparing both variants, removing softmax didn't change performance but removing loads did, so loads are clearly the bottleneck—yet not due to raw bandwidth. I suspect it's the synchronization pattern, where each iteration stalls waiting on a TMA issued only one step ahead, and slot release is gated on MMA completion.\n\nTracing through variant B's timing: with only K loads at 32KB per iteration, each iteration still takes ~1.75us, pointing to a latency chain rather than a throughput limit. Following the slot reuse logic in the non-prefetch IR, K(i+2) is issued at the end of iteration i but isn't needed until the end of iteration i+1, giving only one iteration of slack—so if the per-iteration compute time is shorter than the TMA latency, the pipeline stalls waiting for that round trip to complete.\n\nBut a 2us round trip latency doesn't match typical L2 or even HBM latencies, so something else must be throttling these loads. I suspect the issue could be that each program writing its own tensor descriptor to global scratch memory before the TMA fetch is adding serialization overhead.\n\nAnother possibility is that the 512B-wide tile splits into four TMA ops of 64 rows each, and since each row is separated by a 4KB stride, this creates a strided access pattern that could be hurting DRAM/L2 efficiency compared to a contiguous fetch.\n\nI'm reconsidering whether to use the host-side TensorDescriptor approach, but that import isn't allowed under the static check constraints, so I need to stick with device-side descriptors. Let me instead try replacing the TMA path with plain pointer loads via tl.load for K/V, letting Triton pipeline those through cp.async instead.\n\nSince the l2bw benchmark already confirms TMA hits 13 TB/s, the bottleneck likely isn't TMA itself but the fact that only one CTA fits per SM given 197KB of shared memory, leaving no overlap when the single instruction stream stalls. I want to isolate this by testing a stripped-down kernel that only issues loads without any matrix multiplies to see if load latency alone explains the gap.\n\nLooking at the no-load case more carefully, the SMEM read rate from MMAs alone comes out to roughly 104 bytes per clock, which is suspiciously close to the 128 B/clk hardware ceiling — meaning this configuration is already nearly SMEM-bandwidth-bound even before adding the TMA writes on top.\n\nBut accounting for the extra 64KB of TMA traffic per iteration still only predicts around 1500 clocks, far short of the 4000 we're actually measuring, so SMEM bandwidth alone doesn't explain it either — even factoring in swizzle patterns doesn't close the gap. That pushes me to test load throughput directly: isolating loads with trivial consumption in this same single-CTA-per-SM structure, since the earlier L2 bandwidth test suggested around 86 GB/s per SM, which would cap performance near 1.6 PF from load throughput alone.\n\nBut with only 2 pipeline stages in our attention kernel instead of a deep pipeline, test B isolating the K-only loads shows just 18 GB/s per SM — far below the 86 GB/s ceiling. That tells me loads are latency-bound here, with at most 1-2 tiles in flight, likely because the pipeliner schedules the TMA issue at the end of the iteration after the MMA issue, forcing each load to wait on the prior consumer.\n\nTracing through the per-iteration sequence, V(i+1) gets issued late in iteration i but isn't needed until early in iteration i+1, so the gap between issue and use is roughly the wait for QK(i+1)'s MMA plus the softmax time — about 0.5 us, which matches the latency-bound behavior I'm seeing.\n\nThe real bottleneck is V's buffer slot only freeing once PV(i-1) finishes, which happens right before PV(i) is issued — so moving the TMA earlier doesn't help without more slots. With three V buffers I could prefetch V(i+1) during iteration i-1 instead, but I'm not sure shared memory capacity allows that extra stage.\n\nThe BN=32/num_stages=4 result doesn't match my hypothesis unless smaller BN makes MMA less efficient and the SMEM-bound QK slows things enough to offset gains, which makes it hard to isolate the real cause. I'm considering restructuring the source so V loads happen alongside K loads at the very start of each iteration, though the pipeliner already seems to do this, and merging K/V into one descriptor isn't possible since they're separate tensors — so I need another way to reorder the computation.\n\nAnother idea is delaying PV by one iteration so it uses the previous iteration's P value, giving the V load more slack, though that requires storing P in TMEM and is really up to Triton's scheduling. I think the more promising path is trying Triton's automatic warp specialization, since earlier attempts hit 282 TF and v4's fast loop lacks the conditional branch that might have blocked WS before — worth testing on this version.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":810,"cache_read_input_tokens":153890,"cache_creation":{"ephemeral_5m_input_tokens":810,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"2599b969-2298-4fc6-9e49-54fa6f1a37aa","timestamp":"2026-10-17T23:39:43.818Z","request_id":"req_011Cg8h3JBCXWNAU8E8D4CnL","thinking_duration_ms":35078,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8h3JXHnBHSbDMaqzgTP","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_012jiYPD5qNufaAACHx1weEj","name":"Bash","input":{"command":"python variant.py v4.py v6.py \"    else:\n        for n in range(lo, hi, BN):\n            k = k_desc.load([kv_row0 + n, kv_col])\" \"    else:\n        for n in tl.range(lo, hi, BN, warp_specialize=WS):\n            k = k_desc.load([kv_row0 + n, kv_col])\" && python variant.py v6.py v6.py \"          BM: tl.constexpr, BN: tl.constexpr, PREF: tl.constexpr):\" \"          BM: tl.constexpr, BN: tl.constexpr, PREF: tl.constexpr, WS: tl.constexpr):\" && python variant.py v6.py v6.py \"                                 BM, BN, PREF)\" \"                                 BM, BN, PREF, WS)\" && python variant.py v6.py v6.py \"BM: tl.constexpr, BN: tl.constexpr, PREF: tl.constexpr, TAU: tl.constexpr):\n    pid_q\" \"BM: tl.constexpr, BN: tl.constexpr, PREF: tl.constexpr, TAU: tl.constexpr, WS: tl.constexpr):\n    pid_q\" && python variant.py v6.py v6.py \"TAU=CFG['TAU'], num_warps\" \"TAU=CFG['TAU'], WS=CFG['WS'], num_warps\" && python variant.py v6.py v6.py \"PREF=False, TAU=12.0)\" \"PREF=False, TAU=12.0, WS=False)\" && timeout 1200 python sweep.py v6.py '[{\"WS\":true,\"num_warps\":4},{\"WS\":true,\"num_warps\":8},{\"WS\":true,\"num_warps\":4,\"BN\":128,\"num_stages\":1},{\"WS\":true,\"num_warps\":4,\"BN\":32,\"num_stages\":4}]' 2>&1 | grep -v \"^  \" | grep -E \"OK|WRONG|FAIL|error:\" | cut -c1-250","description":"Try automatic warp specialization on fast loop"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":810,"cache_read_input_tokens":153890,"cache_creation":{"ephemeral_5m_input_tokens":810,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"ddc65dca-0ef7-41ec-a226-7dbad492581b","timestamp":"2026-10-17T23:39:47.350Z","request_id":"req_011Cg8h3JBCXWNAU8E8D4CnL"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012jiYPD5qNufaAACHx1weEj","type":"tool_result","content":"{\"WS\": true, \"num_warps\": 4} OK 583.3 us 942 TF\n{\"WS\": true, \"num_warps\": 8} OK 558.0 us 984 TF\n{\"WS\": true, \"num_warps\": 4, \"BN\": 128, \"num_stages\": 1} FAIL out of resource: tensor memory, Required: 576, Hardware limit: 512. Reducing block sizes or `num_stages` may help.\n{\"WS\": true, \"num_warps\": 4, \"BN\": 32, \"num_stages\": 4} OK 720.6 us 762 TF","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"47cd8a3f-d13c-478b-894a-b352738b568b","timestamp":"2026-10-17T23:39:55.130Z","tool_use_result":{"stdout":"{\"WS\": true, \"num_warps\": 4} OK 583.3 us 942 TF\n{\"WS\": true, \"num_warps\": 8} OK 558.0 us 984 TF\n{\"WS\": true, \"num_warps\": 4, \"BN\": 128, \"num_stages\": 1} FAIL out of resource: tensor memory, Required: 576, Hardware limit: 512. Reducing block sizes or `num_stages` may help.\n{\"WS\": true, \"num_warps\": 4, \"BN\": 32, \"num_stages\": 4} OK 720.6 us 762 TF","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_012jiYPD5qNufaAACHx1weEj","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8h9M8y8Zp4rZCQmaKx3","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"With all edge cases passing, I'll launch check.py in the background to register results in .best, since it's slow but worth running while I plan further tuning — specifically adjusting num_warps/maxnreg/wave counts for the WS path, and looking at whether the masked loop and redo path in WS mode still rely on the slower robust loop.\n\nI'm now trying to separate out the combine kernel's cost from the main attention kernel. For shape 1 with two waves, the split count works out to roughly 10 partial writes of 4MB each, so combine might take ~10-15us — reducing splits could help, but I need to balance that against wave efficiency and tail effects, since partial waves (like 2.16 waves rounding up to 3 full rounds) can waste significant time if CTAs aren't evenly distributed across SMs. I'm running through the exact tile/chunk arithmetic for shape 1 to see how bad that tail effect actually is.\n\nThat's a 28% efficiency loss, so I want to fix the split computation by choosing split counts that keep total CTAs close to an exact multiple of 148 SMs. Working through several k values for shape 1 shows utilization climbing from 86% to 99.5% as k increases toward 5, and I'm doing the same calculation for shape 2 to see similar improvements from 86% up to nearly 99% at higher split counts.\n\nShapes 3 and 4 end up with identical tile counts to shape 2, so the same analysis applies. Instead of fixed splits, I'm now thinking a persistent kernel with a static work-item schedule per CTA, sized as a multiple of 148, might generalize better -- or more simply, picking the split count that maximizes CTA utilization subject to a max split limit and minimum chunk size.\n\nThough there's a wrinkle: causal tiles vary slightly in length, and the hardware scheduler doesn't launch in perfectly clean waves, just refills CTAs as they finish. Pushing toward smaller, more numerous work units (like 23 splits for shape 1, giving 736 CTAs and about 4.97 waves) increases per-CTA overhead from prologue/epilogue and partial writes, and raises combine read volume -- so there's a real tradeoff to balance here.\n\nWith persistent CTAs instead, I'd have 148 CTAs each covering a contiguous slice of total work across tiles and blocks, stream-K style, so a CTA might span tile boundaries. Each tile then gets partial results from roughly 5-6 covering CTAs, so combine traffic lands around 20MB rather than something larger -- and I'm thinking through how a Triton implementation would loop over each CTA's assigned segments, tracking which tile and block it's currently on as it advances through its share of work.\n\nNesting a warp-specialized loop inside that outer segment loop feels risky since Triton's WS support for nested loops is uncertain, so a simpler fallback is to just search over split counts per shape to find near-integer wave counts, weighing the combine overhead against prologue/epilogue costs per split.\n\nI'm now planning to measure the attention kernel's per-CTA overhead directly and run quick sweeps across different split-count policies, restructuring the kernel to pick splits using a cost model parameterized by overhead blocks and a max split limit.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1345,"cache_read_input_tokens":159825,"cache_creation":{"ephemeral_5m_input_tokens":1345,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"21eabe73-7f87-4e4f-8b84-386548a3409d","timestamp":"2026-10-17T23:40:50.587Z","request_id":"req_011Cg8h9LktyXiKFwfpzdCQq","thinking_duration_ms":20591,"thinking_display":"summarized"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hJAk8mbTSWrrfhaMxN","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Fewer splits seem better here: shape 1 does best around ns=4-9 (~560-566us) and drops off sharply at ns=10 (687us), while shape 2 is best at ns=2 (556us) and gets worse with more splits. The common thread is that around 128 CTAs, giving a partial wave with ~86% SM utilization, nearly hits the best time, suggesting the per-CTA overhead matters more than maximizing parallelism here.\n\nMore splits mean more distinct KV chunks streaming concurrently, reducing L2 reuse across q-tiles sharing the same chunk. Computing the implied bandwidths for each config, I'm getting L2-to-SM traffic in the 5.7-7.6 TB/s range across the different cases, which starts to approach the measured L2 bandwidth ceiling of ~13-16 TB/s, suggesting we're hitting L2 bandwidth limits rather than pure SM occupancy limits.\n\nComparing to the per-SM load rate test (which showed 86 GB/s per SM with 4 pipeline stages), our kernel's effective per-SM TMA load rate is only 59 GB/s with 2 stages, meaning the path forward is either reducing L2-to-SM bytes per FLOP by using bigger M tiles per CTA, or increasing per-SM load throughput -- though we're currently constrained by TMEM capacity for the O accumulator.\n\nI'm ruling out doubling the O accumulator size since it leaves no room for S, and also ruling out splitting the D dimension across two CTAs since that would duplicate the QK^T work and inflate FLOPs by 1.5x. I'm now considering using M=256 rows per CTA with O computed via two separate 128-row MMAs instead.\n\nSo the ceiling seems to be M=128 per CTA for head-dim 256, which fixes L2→SM traffic at 128 FLOP/B — hitting 1450 TF would require about 11.3 TB/s, which is close to but within the ~12.7 TB/s peak observed in testing, so it's tight but feasible. I'm also noting TMA multicast across a cluster isn't available here, and considering whether sharing KV heads across query heads offers another angle.\n\nNow I'm estimating per-SM throughput requirements against our staging buffers — with ~76 GB/s needed per SM and L2 latency around 1 microsecond, we'd need roughly 76KB in flight, which fits within our 128KB K/V buffer but leaves little slack once MMA consumption is factored in. I'm now tallying up the SMEM budget across Q, K, and V buffers to see if it all fits.\n\nActually, on B200/B300 with dual dies, if KV data is address-interleaved across both dies' L2 partitions, cross-die traffic over NV-HBI could become the real bottleneck since I can't control physical placement. Maybe the limit is actually TMA issue throughput instead, since each tile requires multiple TMA instructions.\n\nI should test the l2bw kernel using a configuration matching ours — same CTA/stage counts, same strided access pattern with 4KB stride from a 1GB region — to see if we're already near the achievable per-SM bandwidth limit, which would mean I need a different buffering strategy with a smaller Q footprint.\n\nWith 4 stages, L2-resident data hits 12.7 TB/s versus 6.9 TB/s for HBM-bound 1GB access. Since our data gets shared across 4-8 CTAs, we should mostly see L2 hits and approach that higher number with 4 stages, though 2 stages might fall short — I want to quickly run l2bw with num_stages=2 and 3 under a sharing pattern to check.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":987,"cache_read_input_tokens":165539,"cache_creation":{"ephemeral_5m_input_tokens":987,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"153e4f21-6457-4f4e-9347-afbe9ff2f65b","timestamp":"2026-10-17T23:42:55.267Z","request_id":"req_011Cg8hJAQJg8V3qRbPU94pc","thinking_duration_ms":25547,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hJAk8mbTSWrrfhaMxN","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01B9rkrc15tQywjHZTBczxob","name":"Bash","input":{"command":"cat > /workspace/dev/l2bw2.py << 'EOF'\nimport torch, triton, triton.language as tl\ndef _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\ntriton.set_allocator(_alloc)\n\n@triton.jit\ndef rd(X, Out, nrows, iters, SHARE: tl.constexpr, BN: tl.constexpr, D: tl.constexpr, NCOL: tl.constexpr, NS: tl.constexpr):\n    pid = tl.program_id(0)\n    grp = pid // SHARE\n    desc = tl.make_tensor_descriptor(X, shape=[nrows, NCOL], strides=[NCOL, 1], block_shape=[BN, D])\n    acc = tl.zeros((BN, D), tl.float32)\n    base = (grp * iters * BN) % nrows\n    for i in tl.range(0, iters, num_stages=NS):\n        r = (base + i * BN) % nrows\n        x = desc.load([r, (grp % (NCOL // D)) * D])\n        acc += x.to(tl.float32)\n    tl.store(Out + pid * BN * D + tl.arange(0, BN)[:, None] * D + tl.arange(0, D)[None, :], acc)\n\nnrows = 1024 * 1024 * 1024 // (2048 * 2)\nX = torch.randn(nrows, 2048, device='cuda', dtype=torch.bfloat16)\nBN, D = 64, 256\nout = torch.empty(148 * 2, BN * D, device='cuda', dtype=torch.float32)\niters = 2000\nfor share in [1, 4, 8]:\n    for ns in [2, 3, 4, 6]:\n        grid = 128\n        f = lambda: rd[(grid,)](X, out, nrows, iters, SHARE=share, BN=BN, D=D, NCOL=2048, NS=ns, num_warps=4)\n        f(); torch.cuda.synchronize()\n        s, e = torch.cuda.Event(enable_timing=True), torch.cuda.Event(enable_timing=True)\n        s.record()\n        for _ in range(3): f()\n        e.record(); torch.cuda.synchronize()\n        t = s.elapsed_time(e) / 3 * 1e-3\n        print(f'share {share} stages {ns}: {grid * iters * BN * D * 2 / t / 1e12:.2f} TB/s  per-SM {iters * BN * D * 2 / t / 1e9:.1f} GB/s', flush=True)\nEOF\ntimeout 300 python l2bw2.py","description":"Measure per-SM TMA throughput vs stages and sharing"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":987,"cache_read_input_tokens":165539,"cache_creation":{"ephemeral_5m_input_tokens":987,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"380aa4ac-25a7-4c2a-b9db-bcb7764d5c41","timestamp":"2026-10-17T23:42:59.798Z","request_id":"req_011Cg8hJAQJg8V3qRbPU94pc"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hLseKiuAwbq1Ve3kmP","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I'm noting how TMA throughput scales with pipeline stages—going from 31 GB/s at 2 stages up to 82 GB/s at 4 stages, and jumping to 10.5 TB/s when L2 sharing kicks in. Now I'm thinking about how this applies to our warp-specialized kernel's K and V buffer slot configuration.\n\nOur observed ~7.5 TB/s across 128 CTAs translates to ~59 GB/s per SM, which lines up with roughly 3 tiles in flight. To push this further, I'm weighing SMEM budget tradeoffs: with 227KB total and Q taking 64KB, we have about 160KB left for K/V, but Triton's num_stages mechanism forces equal stage counts for both, limiting flexibility. I'm considering options like shrinking the tile size to BN=32 with more stages to pack more bytes in flight, though I'm second-guessing whether that introduces MMA inefficiency from needing to re-read Q more frequently per smaller key block.\n\nWorking through the math, I confirm the BN=32 case is SMEM-bandwidth bound rather than compute bound, achieving only ~40% efficiency, which matches the measured drop from 984 to 762 TFLOPS when switching from BN=64. I'm now ruling out running two CTAs per SM, since the combined Q and buffer footprint would exceed the 227KB limit, and considering whether K and V could share a single TMA load, which isn't possible since they're separate tensors.\n\nShrinking Q by using BM=64 doubles L2 traffic per FLOP, so that's also a dead end, and splitting the head dimension into two halves doesn't reduce total bytes loaded either. I'm now looking at whether storing Q in TMEM and having tcgen05's LHS promotion handle it could help instead.\n\nQ held in registers across the loop costs real register pressure (64-128 regs/thread depending on warp count), but it would free the SMEM Q buffer for extra K/V staging. I'm wondering if I could trick the compiler into treating Q as loop-variant by multiplying it with a loop-carried value that's always 1.0 but not provably so, to prevent hoisting — though the compiler could still fold that away in simple cases.\n\nThis hacky approach would burn CUDA-core cycles doing a select per Q element each iteration, roughly comparable to the softmax cost itself. I'm not sure how Triton's TMEM promotion for the LHS operand decides when to keep things resident, so I'm now considering an alternative: swapping operand roles in QK^T, computing the transpose with K as the A operand loaded via TMA and Q^T as B.\n\nI keep running into the same wall though — none of these restructurings (swapping K/V roles, splitting V into halves, changing slot counts) actually reduce total SMEM bytes per stage. The real bottleneck is just capacity: with Q plus double-buffered K and V already using 192KB, there's only ~35KB free, not enough to add another full K/V slot, so I'm now considering whether an uneven split like 2 K-slots and 3 V-slots with a different loop structure could squeeze more overlap out of that remaining space.\n\nChecking BN=128 with warp specialization runs into TMEM capacity limits — 576 columns exceeds the 512 budget once S is double-buffered alongside O and P. Without WS, the simple pipeliner also blows SMEM budget at num_stages=2, and num_stages=1 kills load pipelining entirely. I'm now wondering if there's a way to feed Q directly from TMEM into the MMA instead.\n\nTriton doesn't expose that explicitly, and dropping Q to fp8 would hurt precision. Thinking about GQA differently — a CTA could serve two heads over 128 tokens, but the K/V tensors differ per head so that doesn't help. Distributed shared memory also isn't exposed in tl. Given per-SM throughput measurements across stage counts, the kernel looks fundamentally load-throughput-bound, and hitting 1450 TF would require around 76 GB/s per SM.\n\nCurrently the best configs use 128 of 148 SMs, and testing more CTAs via extra splits showed roughly the same runtime. If the kernel really is load-bound per SM, fully utilizing all 148 SMs could yield about 15% more throughput, but the tile/split granularity (32 tiles × split count) doesn't divide evenly into 148 CTAs — I'm considering uneven split lengths per tile to hit exactly 148 CTAs.\n\nThe problem with uneven splits is the resulting workload imbalance, since tiles with fewer splits process longer KV chunks. To truly equalize work per CTA, I'd need to think in terms of total KV blocks (32 tiles × 2048 blocks) divided evenly, which means a stream-K style approach where a single CTA's work range can span across two tiles, requiring it to handle two separate Q loads and epilogues.\n\nI'm weighing whether two sequential warp-specialized loops within one kernel could work, versus a single loop that reloads Q and flushes accumulators at tile boundaries — both options feel complex, so I'm also considering a simpler alternative: picking split granularities so total tiles × splits lands close to a multiple of 148 SMs.\n\nTesting ns=37 for shape 1 gives exactly 8 waves (1184 CTAs) but actually performed worse at 673 us, which is surprising. I suspect the overhead comes from each CTA's prologue (descriptor setup, 64KB Q load, pipeline fill) and epilogue (writing 128KB fp32 partials plus LSE), combined with the combine kernel having to read 37 partials (~148MB, ~25us) — at 55 BN=64 iterations per CTA, the pipeline fill/drain cost eats a meaningful fraction of the work.\n\nComparing ns=9 (288 CTAs, 1.95 waves, 559us) against ns=4 (128 CTAs, 566us), I'd expect ns=9 to be ~13% faster since it uses all 148 SMs, but it's barely 1% better — suggesting the bottleneck isn't per-SM throughput but something global like L2 or HBM bandwidth, though that conflicts with the earlier l2bw2 test hitting 10.5 TB/s.\n\nLooking at the l2bw2 test with share=4, groups of 4 consecutive CTAs read the same data simultaneously — similar to how my attention kernel's grid orders CTAs so consecutive ones share KV data across q-tiles. The CTAs progress at different rates but are still coupled via L2 hits, and checking HBM traffic (1GB KV read once in 566us gives ~1.9 TB/s) seems fine, so I'm still trying to pin down what's creating the global ceiling.\n\nMaybe it's SMEM bandwidth contention between TMA writes and MMA reads — computing the per-iteration traffic (TMA writes plus QK and PV matmul reads) against the SM's byte-per-clock rate to see what minimum cycle count that implies and whether it matches the observed throughput.\n\nI'm also sketching how a 2-CTA FA4 scheme would split Q/K/V reads across each CTA's own SMEM and its peer's, and considering whether doubling the tile width N would cut the redundant A re-reads during QK in our single-CTA layout.\n\nWorking through the math: for 128 keys, QK traffic drops from 192KB to 128KB with the larger tile, giving roughly 17% less overall SMEM traffic even though PV and TMA costs stay fixed. But the bigger tile blows the TMEM budget, so I'm now considering swapping which operand plays the M role in the QK matmul to avoid that constraint.\n\nSince Triton doesn't expose this directly, I'm trying to recall the PromoteLHSToTMem pass logic from the Triton source to see how it rewrites MMA ops to use TMEM for the LHS operand.\n\nDeriving the TMem encoding for the A operand from the accumulator's encoding, unpacked and with matching block dimensions, then checking the source layout is compatible with TMEM load/store before creating the TMem allocation for the operand.\n\nNow I'm working through the conversion conditions: the A operand must come from a local_alloc of a register tensor, that local_alloc must sit in the same block as the MMA op, and the source register layout must already be TMEM-compatible. For a Q tensor loaded via a pointer outside a loop, the local_alloc and MMA end up in different regions so the rewrite fails, and moving the load inside the loop would double L2 traffic by reloading Q every iteration, so I'm considering other restructuring options.\n\nI'm thinking about whether the dot's local_alloc for a Q computed once in registers outside the loop could actually land inside the loop via Triton's lowering, since AccelerateMatmul inserts local_allocs for operands right before each MMA. If so, LICM should recognize it as loop-invariant and hoist it back out, which matters because the compilation pipeline runs triton_licm before hoist_tmem_alloc and promote_lhs_to_tmem, meaning the ordering of these passes determines whether the promotion succeeds.\n\nI'm also considering whether q_reg's register layout is actually compatible with TMEM requirements -- a plain tl.load typically yields a blocked/coalesced layout rather than the row-per-thread layout TMEM expects, so a convert_layout might be needed, and I'm unsure whether the promotion pass inserts one automatically or just bails out. With time running short, I need to pick an approach to test rather than keep reasoning abstractly.\n\nGiven limited time left, I want to focus on a few concrete experiments: checking whether SM occupancy is actually the bottleneck despite the CTA counts, trying different num_warps/maxnreg combos for the warp-specialized partitions, measuring how much the combine kernel contributes to total runtime, and making sure the masked tail loop handles the last partial tile correctly.\n\n","signature":"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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hLseKiuAwbq1Ve3kmP","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0111rNMj2YDDnwyuPvkRRhZw","name":"Bash","input":{"command":"python variant.py v7.py v7nc.py \"    _combine[(triton.cdiv(R, BR),)]\" \"    if CFG.get('nocombine'):\n        return\n    _combine[(triton.cdiv(R, BR),)]\" && timeout 900 python sweep.py v7nc.py '[{\"force_ns\":4},{\"force_ns\":4,\"nocombine\":true},{\"force_ns\":9},{\"force_ns\":9,\"nocombine\":true}]' 2>&1 | grep -E \"OK|WRONG|FAIL\" | cut -c1-200; timeout 900 python sweep.py v7nc.py '[{\"force_ns\":2},{\"force_ns\":2,\"nocombine\":true}]' 1,512,65536 2>&1 | grep -E \"OK|WRONG|FAIL\" | cut -c1-200","description":"Measure combine kernel overhead"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":4002,"cache_read_input_tokens":166526,"cache_creation":{"ephemeral_5m_input_tokens":4002,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"69c0a4eb-49b6-40fc-b543-09ff45def953","timestamp":"2026-10-17T23:44:17.620Z","request_id":"req_011Cg8hLsGF8eYVnU4N8qFiV"}
{"type":"system","subtype":"task_started","task_id":"bdziwpzvz","run_id":"0mvd1moik-28cbdd21","tool_use_id":"toolu_0111rNMj2YDDnwyuPvkRRhZw","description":"Measure combine kernel overhead","is_backgrounded":false,"task_type":"local_bash","uuid":"d863d315-9de6-46e8-b046-fab877622701","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0111rNMj2YDDnwyuPvkRRhZw","type":"tool_result","content":"{\"force_ns\": 4} OK 565.3 us 971 TF\n{\"force_ns\": 4, \"nocombine\": true} WRONG 556.6 us 987 TF\n{\"force_ns\": 9} WRONG 543.1 us 1011 TF\n{\"force_ns\": 9, \"nocombine\": true} WRONG 544.7 us 1008 TF\n{\"force_ns\": 2} OK 558.2 us 981 TF\n{\"force_ns\": 2, \"nocombine\": true} WRONG 551.7 us 993 TF","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4b61de74-e347-418d-8b6b-954b23ef996a","timestamp":"2026-10-17T23:44:25.175Z","tool_use_result":{"stdout":"{\"force_ns\": 4} OK 565.3 us 971 TF\n{\"force_ns\": 4, \"nocombine\": true} WRONG 556.6 us 987 TF\n{\"force_ns\": 9} WRONG 543.1 us 1011 TF\n{\"force_ns\": 9, \"nocombine\": true} WRONG 544.7 us 1008 TF\n{\"force_ns\": 2} OK 558.2 us 981 TF\n{\"force_ns\": 2, \"nocombine\": true} WRONG 551.7 us 993 TF","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_0111rNMj2YDDnwyuPvkRRhZw","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hSnzSt696ULBvZ1m5e","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I notice the combine case runs around 7-9 microseconds, but there's something concerning about the ns=9 run showing \"WRONG\" with combine enabled — I need to check if that's a leftover state issue from the output buffer not being properly reset between sweep configurations.\n\nActually, I figured out the WRONG result: configs accumulate settings, so the earlier \"nocombine\": true from a previous run persisted since the next config didn't explicitly reset it — not a real correctness bug.\n\nSo combine overhead is only about 1.5% of total runtime, not the main bottleneck. 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It looks like BN=128 with warp specialization simply doesn't fit in TMEM, and even without WS the SMEM can't support double buffering, so I'm now exploring a hybrid where QK uses N=128 but V is processed in two BN=64 halves to keep TMEM within budget.\n\nSince splitting O across the D dimension between CTAs would force QK to be recomputed twice (a 1.5x FLOPs penalty), I'm ruling that out too, and shifting focus to whether using all 148 SMs instead of 128 could give a meaningful speedup if we're SMEM-bandwidth bound per SM.\n\nChecking the numbers though, the 9-wave, 288-CTA config only beats the 4-wave, 128-CTA config by 2.4% (543 vs 556 us), not the ~15% the per-SM-bound theory would predict -- likely because extra waves carry overhead from CTA prologue/epilogue and pipeline ramp-up that eats into the gain. I'm now working out the per-SM iteration rate for the 128-CTA case to check it against an SMEM-bandwidth-bound estimate.\n\nNeither the SMEM nor load-bandwidth estimates explain the observed per-iteration cycle count, so I need to look directly at the warp-specialized partition structure -- dumping the TTGIR to inspect the warp_specialize op and its partition warp counts.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":7808,"cache_read_input_tokens":170528,"cache_creation":{"ephemeral_5m_input_tokens":7808,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"a2529aa3-bcbc-4997-b6bc-0b0caaa5522f","timestamp":"2026-10-17T23:44:43.426Z","request_id":"req_011Cg8hSnecMb3VPeJ4LBddk","thinking_duration_ms":16331,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hSnzSt696ULBvZ1m5e","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MsaFFFUsNRzseBQ5rEDvtF","name":"Bash","input":{"command":"timeout 300 python dumpir.py v7.py '{}' 2>&1 | tail -1; grep -n \"ttg.warp_specialize\\|partition\\|num_warps\\|warpGroupStartIds\\|requestedRegisters\\|actualRegisters\" ir.ttgir | head -20 | cut -c1-300","description":"Inspect WS partition structure"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":7808,"cache_read_input_tokens":170528,"cache_creation":{"ephemeral_5m_input_tokens":7808,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"98e6292d-4548-43b2-bf00-ed8c3236a073","timestamp":"2026-10-17T23:44:43.436Z","request_id":"req_011Cg8hSnecMb3VPeJ4LBddk"}
{"type":"system","subtype":"task_started","task_id":"b2jy7fbu2","run_id":"0mvd1n8fk-901b5dc6","tool_use_id":"toolu_01MsaFFFUsNRzseBQ5rEDvtF","description":"Inspect WS partition structure","is_backgrounded":false,"task_type":"local_bash","uuid":"e154e48a-e698-4a8a-8926-9e8a59129951","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
{"type":"system","subtype":"task_notification","task_id":"b2jy7fbu2","run_id":"0mvd1n8fk-901b5dc6","tool_use_id":"toolu_01MsaFFFUsNRzseBQ5rEDvtF","status":"completed","output_file":"","summary":"Inspect WS partition structure","uuid":"ca36b7dd-21ca-4bc9-911d-9a18a207560c","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MsaFFFUsNRzseBQ5rEDvtF","type":"tool_result","content":"regs 168 spills 2 shared 197276\n257:      %m_seen:2 = ttg.warp_specialize(%s_149, %s_145, %s_163, %q_39, %s_136, %s_146, %v_156, %v_152, %acc_143, %acc_161, %acc_164, %acc_159, %v_153, %s_133, %lo2, %hi1, %acc_141, %kv_row0, %k_desc_46, %kv_col, %v_desc_47) attributes {requestedRegisters = array<i32: 24, 24>}\n293:        } {tt.warp_specialize, ttg.warp_specialize.tag = 0 : i32} loc(#loc308)\n296:        %m_seen_179 = arith.addi %m_seen_176#2, %c1_i32 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n297:        %m_seen_180 = arith.cmpi eq, %m_seen_179, %c2_i32 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n298:        %m_seen_181 = arith.select %m_seen_180, %c0_i32, %m_seen_179 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n299:        %m_seen_182 = arith.xori %m_seen_176#3, %c1_i32 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n300:        %m_seen_183 = arith.select %m_seen_180, %m_seen_182, %m_seen_176#3 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n301:        %s_184 = ttg.memdesc_index %s_136[%m_seen_181] {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc290)\n302:        ttng.wait_barrier %s_184, %m_seen_183 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc308)\n303:        %s_185 = ttg.memdesc_index %s_133[%m_seen_181] {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc290)\n304:        ttng.arrive_barrier %s_185, 1 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc308)\n307:      partition0(%s_176: !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(callsite(#loc186 at #loc251)), %s_177: !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(callsite(#loc186 at #loc251)), %s_178: !ttg.memdesc<2x128x64xf32, #tmem, #ttng.tensor_memory, mutable> loc(callsite(#loc18\n383:        } {tt.warp_specialize, ttg.warp_specialize.tag = 0 : i32} loc(#loc308)\n384:        %acc_229 = ttg.memdesc_index %acc_192[%c0_i32_199] {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc291)\n385:        ttng.tc_gen5_commit %acc_229 {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc308)\n386:        %s_230 = ttg.memdesc_index %s_180[%m_seen_228#1] {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc290)\n387:        ttng.tc_gen5_commit %s_230 {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc308)\n390:      partition1(%s_176: !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(callsite(#loc186 at #loc251)), %s_177: !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(callsite(#loc186 at #loc251)), %s_178: !ttg.memdesc<2x128x64xf32, #tmem, #ttng.tensor_memory, mutable> loc(callsite(#loc18\n439:        } {tt.warp_specialize, ttg.warp_specialize.tag = 0 : i32} loc(#loc308)","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"f4907927-e44a-4654-8c9a-ebbf1a5e8afd","timestamp":"2026-10-17T23:44:46.535Z","tool_use_result":{"stdout":"regs 168 spills 2 shared 197276\n257:      %m_seen:2 = ttg.warp_specialize(%s_149, %s_145, %s_163, %q_39, %s_136, %s_146, %v_156, %v_152, %acc_143, %acc_161, %acc_164, %acc_159, %v_153, %s_133, %lo2, %hi1, %acc_141, %kv_row0, %k_desc_46, %kv_col, %v_desc_47) attributes {requestedRegisters = array<i32: 24, 24>}\n293:        } {tt.warp_specialize, ttg.warp_specialize.tag = 0 : i32} loc(#loc308)\n296:        %m_seen_179 = arith.addi %m_seen_176#2, %c1_i32 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n297:        %m_seen_180 = arith.cmpi eq, %m_seen_179, %c2_i32 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n298:        %m_seen_181 = arith.select %m_seen_180, %c0_i32, %m_seen_179 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n299:        %m_seen_182 = arith.xori %m_seen_176#3, %c1_i32 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n300:        %m_seen_183 = arith.select %m_seen_180, %m_seen_182, %m_seen_176#3 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : i32 loc(#loc308)\n301:        %s_184 = ttg.memdesc_index %s_136[%m_seen_181] {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc290)\n302:        ttng.wait_barrier %s_184, %m_seen_183 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc308)\n303:        %s_185 = ttg.memdesc_index %s_133[%m_seen_181] {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc290)\n304:        ttng.arrive_barrier %s_185, 1 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc308)\n307:      partition0(%s_176: !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(callsite(#loc186 at #loc251)), %s_177: !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(callsite(#loc186 at #loc251)), %s_178: !ttg.memdesc<2x128x64xf32, #tmem, #ttng.tensor_memory, mutable> loc(callsite(#loc18\n383:        } {tt.warp_specialize, ttg.warp_specialize.tag = 0 : i32} loc(#loc308)\n384:        %acc_229 = ttg.memdesc_index %acc_192[%c0_i32_199] {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc291)\n385:        ttng.tc_gen5_commit %acc_229 {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc308)\n386:        %s_230 = ttg.memdesc_index %s_180[%m_seen_228#1] {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> -> !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc290)\n387:        ttng.tc_gen5_commit %s_230 {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> loc(#loc308)\n390:      partition1(%s_176: !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> loc(callsite(#loc186 at #loc251)), %s_177: !ttg.memdesc<2x64x256xbf16, #shared2, #smem, mutable> loc(callsite(#loc186 at #loc251)), %s_178: !ttg.memdesc<2x128x64xf32, #tmem, #ttng.tensor_memory, mutable> loc(callsite(#loc18\n439:        } {tt.warp_specialize, ttg.warp_specialize.tag = 0 : i32} loc(#loc308)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01MsaFFFUsNRzseBQ5rEDvtF","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hUNLv3tcyRzYhRE5Xb","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I see there are now 2 register spills with the warp-specialized setup (softmax with 8 warps, plus separate MMA and load partitions at 24 requested registers each) — minor but worth addressing with maxnreg tuning. I'm planning to try a few quick knobs on v7: varying num_warps and testing maxnreg values like 168, 192, 208, and 232.\n\nStepping back, the real issue is structural: our per-iteration latency is ~2090 clocks against an ideal of ~1024 (MMA-bound) or ~1536 (SMEM-bound). FA4 hits ~1.5 PF on hd256 using 2-CTA MMA, which halves SMEM traffic per CTA for K/V by sharing operands across CTAs — working out to about 128KB per CTA per 64 keys versus our 192KB, a 1.5x reduction. Since we can't use 2-CTA MMA, our 192KB traffic at 128 B/clk caps us around 1536 clocks/iteration, or roughly 1.55 PF theoretical (Expert reaches 1.45 PF) — we're currently at 1.0 PF, so closing to 85% of the SMEM bound would get us to about 1.3 PF.\n\nI'm trying to trace where the remaining ~550 clocks per iteration are being lost — candidates include TMA load latency/throughput limits with only ~3 tiles in flight, serialization between the MMA partition stages (QK waiting on K load, PV waiting on softmax output, softmax waiting on S), and softmax partition throughput across 8 warps doing tmem load, max, exp2, sum, convert, and tmem store, which likely costs 600-800 clocks on its own. I consider trying BN=64 with 3 pipeline stages in warp-specialized mode, but that blows SMEM budget to 256KB, so that's out. I also think about splitting the K/V tile loads differently or shrinking tile size to get more iterations in flight, though reducing BN to 32 while keeping N=64 for the QK MMA doesn't actually reduce tile size the way I'd want.\n\nNow I'm working through an alternative layout for the QK matmul: putting K as the A operand copied from SMEM into TMEM via tcgen05.cp, with B being Q transposed from SMEM, checking the SMEM traffic and TMEM footprint for different M/N tile configurations (M=64 vs M=128 keys), and realizing the transposed S^T layout with 128 keys and 128 Q rows ends up costing the same SMEM bytes as the normal BN=128 orientation. I'm now examining what this means for the PV matmul downstream, since P^T in TMEM needs to feed into PV in the right orientation.\n\nI'm running into a wall here — within Triton's constraints, deeper algorithmic restructuring isn't yielding extra wins, so I'm shifting to tuning-level changes: experimenting with max register count and warp count for the warp-specialized kernel, adjusting the split-count policy for better SM occupancy, and comparing the G=1 (no GQA packing) versus G=2 variant to see if L2-to-SM traffic actually differs — concluding that it doesn't, since each CTA loads the same K/V range regardless of grouping, so the difference comes down to the number of CTAs instead.\n\nChecking whether two CTAs could fit per SM, I run through the SMEM budget with different tile sizes and find that even shrinking BN to 32 only gets shared memory down to 96KB — but TMEM for the output tile alone already consumes all 256 columns per CTA, which rules out fitting two CTAs per SM entirely.\n\nWith that settled on 1 CTA/SM, I consider whether splitting the QK matmul into two smaller MMAs across the K-dimension would reduce traffic, but it's the same total data movement either way. I also start examining whether the A operand gets re-read on every MMA instruction, looking at how much of the Q tile is loaded per instruction call.\n\nWorking through the SMEM traffic math, I estimate per-key costs for different N values -- roughly 1.5KB per key at BN=64, 1KB at BN=128, and 0.75KB at BN=256 -- which suggests larger N tiles amortize the re-reading of A better. This leads me to consider whether processing two K tiles per Q read could help further.\n\nIf I concatenate two BN=64 K blocks contiguously in SMEM, a single MMA with N=128 could read both at once, which is effectively what BN=128 already accomplishes. But TMEM budget becomes tight: S for N=128 needs 128 cols, doubled for double buffering is 256, plus O's 256 overshoots the limit once P is added. I'm now wondering if skipping double-buffering for S, or moving P into SMEM instead of TMEM, could bring the total down to exactly 512 and let BN=128 with num_stages=1 fit.\n\nWithout the pipeliner, loads would be synchronous anyway, so manual prefetching wouldn't help much there. Let me move to actual tuning experiments instead, starting with maxnreg and num_warps.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":3827,"cache_read_input_tokens":178336,"cache_creation":{"ephemeral_5m_input_tokens":3827,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"d5b77614-e83b-4185-963a-358c1ddea058","timestamp":"2026-10-17T23:45:14.731Z","request_id":"req_011Cg8hUMxrZ9zj6baEqkPR1","thinking_duration_ms":26302,"thinking_display":"summarized"}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hXDauR5EYMjQfjdjLR","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"maxnreg didn't help, so I'm reconsidering the sequencing within the MMA warp-specialized partition itself—how QK and PV issues interleave with the wait/commit barriers for K, V, and P buffers across iterations, since the ordering there could be the real bottleneck.\n\nTracing through program order: since PV(i) waits on P(i) which depends on softmax(i), and QK(i+1) can't be issued until after PV(i) in the instruction stream, the tensor core ends up fully serialized each iteration (T_sm + T_pv + T_qk back to back) with zero overlap between softmax and matmul work—unless the compiler software-pipelines the MMA partition to hoist QK(i+1) ahead of PV(i).\n\nWith S double-buffered in TMEM, I suspect that's exactly the intended reordering. I want to check the actual op order inside the MMA partition bodies to confirm.\n\n","signature":"CAQSixMKEAgSGAI4AUIIdGhpbmtpbmcSDLgtqFALRXS4k9AcNxoMa4DA68fSKxG3cEakIjADuQ6YSdGKSqSKDJdfkzS5vQdvEjRCq3uxMbrVAQgtFgqioea4tUJ3ap28aiP5TIYqqBLdkr4v5RK8/XOuWAPX0F5uixtnX3xM/A/mY+k0fqqmz6Gs/dEJfHDxE21wlPY9s3nWv2kQxLfUGdmZVton6kKA1n78k7u6HeM0+QcP+upBNCmFsqHpZhtD6e+PBZDGNWLA5ln3SqL1RBnBq6ZDlazPDhU76X3tYMcZ9YO5iisejW26dIn8882Lo4Z0xfnvO/xNJWPfzxg7nLIXu/LpZOWLZ/P1TH+6sZ3G+A8vBaV16lZbn9E3RqYJtBDqd5Skw+xSndFUD9CBE3fns5wQyqzkNbvJbvqBHldapFFwcbjhQo2bifnQfib1H/RVXJ78YSIS3ed/hwECPvtcnVn/20GGbNJJm2tEvKXsggJZMtfKrgVT4nGVQq4DtNaGr6/KXB2qLKrd0o2nNqoC6ERkPOFOjvPdb1fmoY9+2G36sxAWckhsAhBiIAeDMJpWUsYedpPGfVtz3bcY6VYna1QGuQ8NmoJnKU7iGZ8mYXBIjee5tbupzY8cN8sa8KdiyZwJPi2vtZFSmgVnWX46cDScMrBbPGjMnAeLWwz0OwvsyyE6V1e+Rr+YrRlpgS4mXcBIMQVs6u9I+mbRCYOPNlJB/EDVCDP99mUwZY6GEgRJG1zlSgbnyOWA8/qo/QvwTpXGKBYTXGk4+EvbyX+J9FELodlU0aUK7IKNYDyLo0hDgRMqU7SbjO+7QX439CK8TAByAVFLmL1gBe3YtDoUQjEGb64ExZ5A5j0rew8wOdXFT1SfJMfLFgKGEoAt+H7Tbf8WzLflmT45zgbbq2crxSeZKjETE89/CcKRT8IRdUSeiqHI6baHzDW2PT4epmsaQo6UM6Sui8zlWnHk3QSN/WWil6Py1cS8fs+/jJIiZep+yHPwGJdwmWwAgBQNHAYAYt7HuROY9s5AF8Wij0N2Fl7X6bHLOWG8jcBheckBhKa4oUkjNjc8tVIwnrxlSIS0w2CHUqyU7LpEZo2TcEtKl/tgmR2ie0mJnk/CQmWROJZk6mTRWQTX4OXxn6Qk+VLH5pc+KFIWKkcI4iMD7WsQQnVoqPfvwMhm5ghVPvKINEFTXOFN7pNzg36rOQS/UFUOwLWdcAEvkrsJEJczL4rwZeJrCh+lDBde8ZaU0lZENLmfu3SARnuUVDpqRyApENOsTlbKKYRIUUnwxnSnneeohQFZXVpRZEKJLF8/dMMtNNRC6L+9lTwd6o3/enyj2QGYKiOGdK1Tz8nlyAMSIkXy2MDZ5TWjmxnhljZxjFfmWEnSX0m/4rpdJO/wy3NtbholNotPcGbw2iWcCWRE2a5DnMmpuT+M0JvW59HnDY8GlpzW2Bt3AobvFk2m/jPd97dEOwuNjgdUMDcSj1GxAtgtF1CyMfNjyYuD0/G3KA18H6XvXCnDarEaHniha5CQo+AZ24cA6YCgpm5MtcI47y1ooZCP7HJfbWvjnePuKuUzfGOuBho7YjztSaXbGcgnTUMU2PrO2YMeIxk1REg+zuiAV9RwsC+u8ube6LWKYIhZy2Apz+8RH/phY0PzCQpX8deeun5G/Z60w4QaS/B+DiI+vAcYBok96ugqkOkiL6mVkwtpfr7r0jm+EMHA6MkLw5Jg3A3rbw7RvwPVZLSuZaaRBDP2KZ81IchriON+xPe6VOmFVeml6WWke4LOwmFCcHG71rnmQ4mArDQ3hAfKV48xp6RJw/+E0sCHzkeXs4Cxc3Qqz1yR1skJsQoANffuIGjqH3nXtL5mTM4TKjON+jEQMUMPcTC6SgUfOGFxlz/1o4ASqe2BnjhEeelF/nNxyjzhuRvj2iPt7NmvYJOxQVzDyPPxa2UT8zM6tLwmyIkWikGAWtuesIewMbk0lJSZz/JUFELv/yYmpnN2VE/XfiAdJ7+749pujk2xUFjfhLQ6CSt8laa3QpAlPo6Hgcbimu98nvDCwYkq/CbOe1WJTp5wJwoNBtMyi2CA1gM4ztXdG6bW9VGxNAYTHpQnEXdDUXZOBZYIMpD6BUZ5eIPjmWCKFOwkU+rO/gUCiDJiwuLUnaPT8TI7PKm4DQy0+l2GoXdV1GVmUSVau56rQiMkPvKbDCXF9ukebYzLp0U9aiLQvMgj8XrJ+eIphuGQvNTZPqQAsRDwzXclESH9S3P9wc2ygV3a2lpL3lV/w1OXwlg+oqmwVoAxLsmRuB5cssU5k6AXnN90MjSuh6Spf3lY7yQ4KoLmS5dGmdvBJsD17f9C+YrB3nC7pccghNvDstID5+7OvidTxO0Xe/gfrMFKPFOl+A6bgKNpdQQv5hbI1HZ0VhrfDgn8UyRbk6S0efJpSnFny3EnI/alrjgxy1J5/wcutBATw2GoWLNqVHgWJssnAZR1OPlatqGZ3p0ocL//e26ZwVP9ZFDwJP75BbRRbKVpNodJlNjuZcYK13XLHHu1i/SoBCM6Fv+NX05qqdjmE9FTxcfUn8qqB157WWB8rVqdBPI7b5M4VR8WjxQM+NmoozCMXAsqm4kSatOjQm9LclxcoIGRlj5OIWf3SMlI6r+wAH5gy8NsV1U2pVOpD3wWIXc0NP0x1PBtbOYzEXRIs2rsO2s1vHzQ7/P09mQiqXdcB3WBeJp44su8pEULaOnI2Y26hgkYuE4G9bCmhUFR8KB10inAjBwmcctbYhfY8wJBPvGFJb61IRIQox+8qBOPTClzM67X+bJC5nAPhCofV5furTTgXAxyVbmoWZl1lXq+ZyxnmGn176I8sYoUkAta1axISh7/flwzZnzWLKh5bxccz87W6g/EgCivkyb7pVO4wCw5bNwnh52EERx0/Q6sWliS1PLtxmKBpLJb+zlpa6xsvG+XHWZQy01WuumHvc0Y4HCy9ojgyWC1xa1fAKPvvch4ZCYVg2vONo4G1MXK8+jf2we7s+oA+bSc1V2rVenw44zKJPVb8f7JiTBO38vja3bdU6s92C64LHfvnonr386PcCdg9nQkLsEOUZZTzePkFA04HMHuudYyBIpGiF7tgLZZLBnuvsc9IzdKpDkrik5pkWWtgHQ5g6cxEj33SDrDTDxeNpM0CSyQbMOe/EGR15xlvcsjrsMXe32tTXv3EqqrBZz9U1/g42Cv8yS+f0gsRTdKye2DZ4HBmrJbvdTyC9F0tsPJFWt28RuJCG4qGAE="}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":3299,"cache_read_input_tokens":182163,"cache_creation":{"ephemeral_5m_input_tokens":3299,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"27a6dbf7-52ac-4114-8388-99eb5b62adfa","timestamp":"2026-10-17T23:45:36.442Z","request_id":"req_011Cg8hXDF4nfYiY5JHNLv47","thinking_duration_ms":8477,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hXDauR5EYMjQfjdjLR","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01TFHtKuznEQPdGxvbHeeSig","name":"Bash","input":{"command":"sed -n 257,460p ir.ttgir | grep -E \"partition[0-9]\\(|default|scf.for|tc_gen5_mma|wait_barrier|arrive_barrier|async_tma|tmem_load|tmem_store|tc_gen5_commit|math.exp2|scf.yield\" | sed -E 's/loc\\(.*//' | cut -c1-180","description":"Print WS partitions op order"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":3299,"cache_read_input_tokens":182163,"cache_creation":{"ephemeral_5m_input_tokens":3299,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"e1a0605b-f853-40f4-ace9-324ba656f059","timestamp":"2026-10-17T23:45:36.448Z","request_id":"req_011Cg8hXDF4nfYiY5JHNLv47"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01TFHtKuznEQPdGxvbHeeSig","type":"tool_result","content":"      default {\n        %m_seen_176:5 = scf.for %m_seen_186 = %lo2 to %hi1 step %c64_i32 iter_args(%arg10 = %cst_10, %m_raw_187 = %m_raw, %arg12 = %c1_i32, %arg13 = %c1_i32, %arg14 = %c0_i32) -> (\n          ttng.wait_barrier %s_193, %s_192 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          %s_196 = ttng.tmem_load %s_194 : !ttg.memdesc<128x64xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> \n          ttng.arrive_barrier %s_195, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          %p_201 = math.exp2 %p_200 : tensor<128x64xf32, #linear> \n          ttng.wait_barrier %acc_160, %acc_204 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.tmem_store %acc_203, %acc_205, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable> \n          ttng.arrive_barrier %acc_162, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          scf.yield %l_i_202, %m_seen_198, %s_190, %s_192, %acc_204 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linea\n        ttng.wait_barrier %s_184, %m_seen_183 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.arrive_barrier %s_185, 1 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n      partition0(%s_176: !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> \n        ttng.wait_barrier %s_207, %c0_i32_199, %m_seen_204 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.tc_gen5_mma %q_179, %s_209, %s_210, %false_197, %m_seen_204, %s_211[%m_seen_204], %s_212[%m_seen_204] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>\n        ttng.wait_barrier %s_214, %c1_i32_200, %m_seen_204 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.wait_barrier %s_215, %c0_i32_199, %m_seen_206 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.tc_gen5_mma %q_179, %s_217, %s_218, %false_197, %m_seen_206, %s_219[%m_seen_206], %s_220[%m_seen_206] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>\n        ttng.wait_barrier %s_227, %s_226, %m_seen_206 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        %m_seen_228:7 = scf.for %m_seen_231 = %lo2_190 to %hi1_191 step %c64_i32_202 iter_args(%arg31 = %false_197, %m_seen_232 = %m_seen_224, %s_233 = %s_226, %s_234 = %c1_i32_200\n          ttng.wait_barrier %v_243, %v_242 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.wait_barrier %acc_247, %acc_246 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.tc_gen5_mma %acc_248, %v_244, %acc_245, %arg31, %true_198, %acc_249[%true_198], %v_250[%true_198] {is_async} : !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, \n          ttng.wait_barrier %s_253, %s_252, %m_seen_237 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.tc_gen5_mma %q_179, %s_255, %s_256, %false_197, %m_seen_237, %s_257[%m_seen_237], %s_258[%m_seen_237] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutabl\n          ttng.wait_barrier %s_264, %s_263, %m_seen_237 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          scf.yield %true_198, %m_seen_265, %s_263, %v_240, %s_252, %v_242, %acc_246 : i1, i32, i32, i32, i32, i32, i32 \n        ttng.tc_gen5_commit %acc_229 {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.tc_gen5_commit %s_230 {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n      partition1(%s_176: !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> \n        ttng.wait_barrier %s_205, %c1_i32_199, %m_seen_203 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.async_tma_copy_global_to_local %k_desc_194[%k_204, %kv_col_195] %s_206, %s_207, %m_seen_203 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #share\n        ttng.wait_barrier %s_211, %c1_i32_199, %m_seen_209 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.async_tma_copy_global_to_local %k_desc_194[%k_210, %kv_col_195] %s_212, %s_213, %m_seen_209 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #share\n        %m_seen_214:5 = scf.for %m_seen_215 = %lo2_190 to %hi1_191 step %c64_i32_201 iter_args(%s_216 = %c1_i32_199, %s_217 = %c1_i32_199, %arg33 = %c0_i32_198, %k_218 = %k_204, %k\n          ttng.wait_barrier %v_227, %v_226 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.async_tma_copy_global_to_local %v_desc_196[%k_218, %kv_col_195] %v_228, %v_229, %true_197 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #share\n          ttng.wait_barrier %s_234, %s_233, %m_seen_221 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.async_tma_copy_global_to_local %k_desc_194[%k_231, %kv_col_195] %s_235, %s_236, %m_seen_221 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #sha\n          scf.yield %v_224, %s_233, %v_226, %k_219, %k_231 : i32, i32, i32, i32, i32","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"1451303e-cb54-4a32-911a-3a05295f8b06","timestamp":"2026-10-17T23:45:36.477Z","tool_use_result":{"stdout":"      default {\n        %m_seen_176:5 = scf.for %m_seen_186 = %lo2 to %hi1 step %c64_i32 iter_args(%arg10 = %cst_10, %m_raw_187 = %m_raw, %arg12 = %c1_i32, %arg13 = %c1_i32, %arg14 = %c0_i32) -> (\n          ttng.wait_barrier %s_193, %s_192 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          %s_196 = ttng.tmem_load %s_194 : !ttg.memdesc<128x64xf32, #tmem, #ttng.tensor_memory, mutable> -> tensor<128x64xf32, #linear> \n          ttng.arrive_barrier %s_195, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          %p_201 = math.exp2 %p_200 : tensor<128x64xf32, #linear> \n          ttng.wait_barrier %acc_160, %acc_204 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.tmem_store %acc_203, %acc_205, %true : tensor<128x64xbf16, #linear> -> !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, mutable> \n          ttng.arrive_barrier %acc_162, 1 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          scf.yield %l_i_202, %m_seen_198, %s_190, %s_192, %acc_204 : tensor<128xf32, #ttg.slice<{dim = 1, parent = #linear}>>, tensor<128xf32, #ttg.slice<{dim = 1, parent = #linea\n        ttng.wait_barrier %s_184, %m_seen_183 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.arrive_barrier %s_185, 1 {ttg.partition = array<i32: 0>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n      partition0(%s_176: !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> \n        ttng.wait_barrier %s_207, %c0_i32_199, %m_seen_204 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.tc_gen5_mma %q_179, %s_209, %s_210, %false_197, %m_seen_204, %s_211[%m_seen_204], %s_212[%m_seen_204] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>\n        ttng.wait_barrier %s_214, %c1_i32_200, %m_seen_204 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.wait_barrier %s_215, %c0_i32_199, %m_seen_206 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.tc_gen5_mma %q_179, %s_217, %s_218, %false_197, %m_seen_206, %s_219[%m_seen_206], %s_220[%m_seen_206] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutable>\n        ttng.wait_barrier %s_227, %s_226, %m_seen_206 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        %m_seen_228:7 = scf.for %m_seen_231 = %lo2_190 to %hi1_191 step %c64_i32_202 iter_args(%arg31 = %false_197, %m_seen_232 = %m_seen_224, %s_233 = %s_226, %s_234 = %c1_i32_200\n          ttng.wait_barrier %v_243, %v_242 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.wait_barrier %acc_247, %acc_246 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.tc_gen5_mma %acc_248, %v_244, %acc_245, %arg31, %true_198, %acc_249[%true_198], %v_250[%true_198] {is_async} : !ttg.memdesc<128x64xbf16, #tmem, #ttng.tensor_memory, \n          ttng.wait_barrier %s_253, %s_252, %m_seen_237 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.tc_gen5_mma %q_179, %s_255, %s_256, %false_197, %m_seen_237, %s_257[%m_seen_237], %s_258[%m_seen_237] {is_async} : !ttg.memdesc<128x256xbf16, #shared2, #smem, mutabl\n          ttng.wait_barrier %s_264, %s_263, %m_seen_237 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          scf.yield %true_198, %m_seen_265, %s_263, %v_240, %s_252, %v_242, %acc_246 : i1, i32, i32, i32, i32, i32, i32 \n        ttng.tc_gen5_commit %acc_229 {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.tc_gen5_commit %s_230 {ttg.partition = array<i32: 1>, ttg.warp_specialize.tag = 0 : i32} : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n      partition1(%s_176: !ttg.memdesc<2x1xi64, #shared1, #smem, mutable> \n        ttng.wait_barrier %s_205, %c1_i32_199, %m_seen_203 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.async_tma_copy_global_to_local %k_desc_194[%k_204, %kv_col_195] %s_206, %s_207, %m_seen_203 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #share\n        ttng.wait_barrier %s_211, %c1_i32_199, %m_seen_209 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n        ttng.async_tma_copy_global_to_local %k_desc_194[%k_210, %kv_col_195] %s_212, %s_213, %m_seen_209 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #share\n        %m_seen_214:5 = scf.for %m_seen_215 = %lo2_190 to %hi1_191 step %c64_i32_201 iter_args(%s_216 = %c1_i32_199, %s_217 = %c1_i32_199, %arg33 = %c0_i32_198, %k_218 = %k_204, %k\n          ttng.wait_barrier %v_227, %v_226 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.async_tma_copy_global_to_local %v_desc_196[%k_218, %kv_col_195] %v_228, %v_229, %true_197 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #share\n          ttng.wait_barrier %s_234, %s_233, %m_seen_221 : !ttg.memdesc<1xi64, #shared1, #smem, mutable> \n          ttng.async_tma_copy_global_to_local %k_desc_194[%k_231, %kv_col_195] %s_235, %s_236, %m_seen_221 : !tt.tensordesc<tensor<64x256xbf16, #shared2>>, !ttg.memdesc<1xi64, #sha\n          scf.yield %v_224, %s_233, %v_226, %k_219, %k_231 : i32, i32, i32, i32, i32","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01TFHtKuznEQPdGxvbHeeSig","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hY3umbeAC2HgWGBaH9","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Looking at the MMA partition, the prologue issues QK for the first two iterations with double-buffered S, then each loop iteration waits for V and P, runs PV, waits for K two steps ahead, and issues QK two iterations ahead so the tensor core stays fed with QK(i+2) right after PV(i) while softmax handles S(i+1) — classic FlashAttention-style pipelining.\n\nLooking at the load partition, it prefetches K for the first two iterations, then each loop step waits for a free V slot before issuing the TMA for V, and waits for a free K slot before issuing K two iterations ahead. With K and V each double-buffered, the key question is whether load latency keeps pace: K(i+2)'s slot frees when QK(i) finishes, and V(i+2)'s slot frees when PV(i) finishes, so with PV taking ~512 cycles and QK ~512-768 cycles, we'd expect roughly 1100-1300 cycles per iteration ideally — but we're measuring around 2090, so something else is causing the stall.\n\nI suspect SMEM bandwidth is the real bottleneck: at 192KB moved per iteration and roughly 128 B/clk, that's already about 1536 cycles, consuming most of the observed 2090. Backing out the bandwidth from a no-load test (1.94 PF, 128KB SMEM reads per iteration) gives about 104 B/clk, which is close enough to 128 B/clk to make SMEM bandwidth a very plausible limiting factor once TMA writes are added on top.\n\nI'm thinking of isolating this: trying a no-softmax warp-specialized variant to see if the pipeline alone still runs near 2000 clks (which would point to the MMA+load pipeline rather than softmax), and also testing a version that skips the V load by reusing K as V to see how much that saves.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":3977,"cache_read_input_tokens":185462,"cache_creation":{"ephemeral_5m_input_tokens":3977,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hZxBn236q984Fivq7t","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Removing softmax doesn't change the timing at all, so it's not the bottleneck. Removing the V load while reusing K actually makes things worse, likely breaking the warp-specialization partitioning. This points to the MMA plus load pipeline itself—tensor core, SMEM, and TMA—as the real bottleneck, since the per-iteration time stays around 2090 clocks regardless.\n\nChecking the SMEM bandwidth math: the non-WS no-load test hits 1.94 PF with 128KB per iteration, giving a roofline of roughly 1000 clocks at 128 B/clk, close to the measured 1230. Adding TMA writes brings total traffic to 192KB, predicting about 1500 clocks minimum, but actual measurement is 2090 — only 72% of the SMEM roofline, so there's room to optimize. I'm now considering whether restructuring the QK MMA to use 128 keys instead of 64 could cut the re-read of A in half and reduce total traffic to around 160KB, but that runs into TMEM capacity limits, so I'm working through alternate tiling splits for S, O, and P to fit within the TMEM budget.\n\nTriton has `disallow_acc_multi_buffer=True` on `tl.range`, which prevents multi-buffering the dot's accumulator. Since S is exactly the QK dot's accumulator each iteration, setting this flag could force S into a single buffer, dropping TMEM usage to 448 and enabling BN=128.\n\nBut checking SMEM with BN=128 at full buffering (Q+2K+2V) comes out to 320KB which overflows, while num_stages=1 fits at 192KB — though single-staging means loads can't run ahead, so K(i+1) and V(i+1) can only start after their respective compute finishes, giving limited lead time that may not fully hide latency. A mixed approach with K double-buffered and V single-buffered lands at 256KB.\n\nChecking TMEM too: S at 128 + O at 256 + P at 64 totals 448. I'll just test configurations directly — BN=128 with num_stages=1, warp specialization, and disallow_acc_multi_buffer enabled, plus a BN=64 variant with the same disallow flag to compare the 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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hbvzeiVNPxRNxbcsL9","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"BN=128 with a single stage didn't help, coming in worse than the 984 result. With time running low, around 45 minutes left, I'm settling on the best config so far—WS with BN=64, two stages, 8 warps, tuned force_ns per shape giving 543 us and 556 us—and now considering tweaking the split selection further.\n\nI'm testing a wave-quantization model to predict timing for different ns values based on CTA counts and wave counts, but the measured results don't match the model: more waves consistently perform worse than predicted, suggesting there's a per-CTA overhead that scales unfavorably with higher ns, possibly due to SM contention effects I need to account for.\n\nI wonder if wave transitions cause synchronized cold HBM access across all CTAs simultaneously, changing the L2 sharing pattern versus steady-state. I'm also considering whether the masked robust-loop path for boundary tiles, or the unconditional TMEM load/select around the `if bad:` zero-init block, could be adding hidden overhead regardless of whether the condition triggers.\n\nThe model feels too crude to pin down the exact 27us gap, but empirically fewer waves seems better except that 2-wave configs slightly beat the single-wave 86%-utilization case — maybe per-wave startup costs (each of 148 CTAs creating TMA descriptors, loading Q) and uneven wave boundaries as SMs free up asynchronously are the real culprits rather than a clean synchronized-wave model.\n\nSince 148 doesn't divide evenly into 32 tiles, I'm working out an unequal stream-K split: each CTA handles a contiguous global block range that may span two tiles, computing boundaries by dividing total work (65536 blocks) across 148 CTAs and letting each CTA run up to two segments based on which tile its block range falls into.\n\nThe complication is causal masking makes each q-tile's valid kv-block count different, since kv_hi depends on t via a closed-form expression — this is getting complicated enough that I need to think about whether there's a simpler way to handle the varying per-tile block counts.\n\nActually, I realize it's simpler to just treat every tile as having the max block count, with slots beyond each tile's actual kv_hi left empty; for the shapes being timed, that wasted work is negligible (only a few blocks out of a much larger total). I'm now working out how each CTA's segments map into partial output slots so the combine step can correctly gather per-tile partials given that segment counts per tile vary.\n\nThis is doable but takes roughly 20 minutes to implement and debug. The expected gain is going from 128-288 CTAs to exactly 148 CTAs with one wave, potentially dropping from 566us to around 490us (~10% improvement), though I'm wary since a previous attempt with two WS loops in one kernel crashed, so I need to be careful about structuring this as either two sequential loops or one loop called twice.\n\nI try varying split counts per tile (5 splits for some, 4 for others) to hit 148 CTAs, but the uneven chunk sizes mean the max chunk time doesn't improve over using 4 splits everywhere, so that approach fails. I also consider a single loop that spans tile boundaries within a CTA's range, but the WS partitioner can't handle the conditional logic needed to reset state and reload Q mid-loop at a boundary.\n\nGiven that, the most robust approach is to split boundary-spanning work into two sequential calls of a segment-processing function, each with its own Q load and partial store setup — I'll write it as a jitted helper called twice (second call conditional), letting Triton inline both loops and seeing whether warp specialization can actually support that structure.\n\nComparing the ns=9 vs ns=4 results, the gain was much smaller than the 15% expected from using 148 vs 128 SMs, which hints that global L2/HBM contention or two-wave overhead may be eating into the benefit — meaning stream-K might not deliver much improvement here either.\n\nI try to find another shape where tiles × ns lands exactly on 148 to test this more cleanly, but the arithmetic doesn't work out nicely with the head-count factor of 8, so I can't easily construct a clean 148-CTA case this way.\n\nInstead, I'll compare shape 1 at ns=2 (64 CTAs) against ns=4 (128 CTAs) to check whether throughput scales linearly, which would let me extrapolate behavior toward 148 CTAs without needing an exact match.\n\n","signature":"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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hfJuMn4ZDten788syg","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I'm looking at how scaling from 32 to 128 CTAs gives diminishing speedups (1.81x, 2.47x, 2.98x) while per-block time actually increases from 0.82 to 1.1 us, suggesting growing contention as CTA count rises.\n\nAt low contention (32 CTAs, one per SM) the per-block time matches the SMEM-bound estimate closely, so I'm reasoning the bottleneck shifts from SMEM to shared L2/NoC bandwidth as occupancy increases, and estimating L2 throughput at full load against the measured 10.5 TB/s ceiling from the earlier bandwidth test. Since better L2 locality wouldn't cut SM-to-L2 traffic, the real fix would be increasing reuse per SM, which isn't feasible here, so I'm rechecking the HBM traffic breakdown by head/tile/split to make sure co-scheduled CTAs actually share L2 as assumed.\n\nThis confirms we're stuck near ~7.5 TB/s L2-to-SM bandwidth, while the ideal expert design would only need 5.7 TB/s thanks to its 2-CTA M=256 sharing scheme — which isn't available to us since there's no DSMEM cross-CTA access. I'm now working through whether GQA's head-grouping structure offers another path to reduce redundant K/V reads, considering whether a larger tile size could cut traffic, though M=128 appears to be the ceiling given TMEM constraints for the fp32 output.\n\nActually the l2bw2 benchmark with sharing shows L2 can hit 10.5 TB/s, higher than our 7.5, so hot-spotting isn't the limiter. Comparing stage counts, our kernel's effective pipeline depth with 2 K-slots and 2 V-slots in flight looks more like a shallow 3-stage pattern of 32KB chunks, which matches the lower bandwidth we're seeing per SM.\n\nTo push more into flight we'd need extra SMEM beyond our current 197KB (max 227KB), but the 30KB headroom isn't enough for another full tile. I consider BN=32 with more pipeline stages to get finer granularity at the same total bytes, but that halves the MMA N dimension and increases SMEM re-read traffic for QK, which looks like a net loss based on earlier BN=32 warp-specialized tests.\n\nSo SMEM capacity is really the bottleneck on in-flight bytes, with Q itself consuming 64KB. If Q could instead live in TMEM, the TMEM budget works out with single-buffered S (480 total, under budget) and leaves room for K/V triple-buffering in SMEM — but getting Triton to actually place Q in TMEM isn't something controllable from the tl level.\n\nTrying Q in fp8 to shrink SMEM doesn't work due to precision loss. I'll accept roughly 1 PF for the main loop given limited remaining time and move to finalizing the split policy — choosing the number of splits per shape to keep waves at ≤2 while maximizing utilization, preferring fewer splits on ties, skipping stream-K as too risky now. Working through shape 1 with 32 tiles, ns=9 giving two waves comes out as the best measured utilization.\n\nFor shapes 2-4 with 64 tiles, ns=2 and ns=4 tie on utilization but ns=2 measures faster, so I'm picking ns=2. Since hidden test shapes could include other Sq/Sk combinations beyond the timed ones, I need the policy to generalize — checking how it behaves for cases like Sq=1024 with smaller Sk values where tile counts work out differently.\n\nI'm also stress-testing the edges: very large tile counts (Sq=4096) stay safely under the wave cap, while very small tile counts (Sq=1) could push ns very high, so I need to confirm chunk sizes per split remain large enough to amortize overhead even with tiny key counts.\n\nNow I'm settling on the final policy — cap waves at max(2, ceil(tiles/148)), score configurations by effective utilization after chunk rounding, and pick the highest score with smaller ns as tiebreaker, cross-checking against measured results like the 559 vs 543 cycle comparison for ns=4 versus ns=9.\n\nI also want to reconsider the robust fallback path: when outlier-heavy inputs trigger the \"bad\" condition, the redo runs the full non-weight-stationary robust loop which is noticeably slower, but that's presumably reserved for untimed distributions rather than the benchmarked shapes. There's also a subtlety with TAU in the fast path — if a later block's scores exceed the first block's row max plus TAU, that could force a correction.\n\nFor normal data, estimating max-over-64-keys vs max-over-13K-keys in log2 scaled units gives a difference of roughly 2, well under the TAU threshold of 12, so no redo triggers. For shifted-mean distributions the dot products are large but consistent across keys, keeping differences small, and even for occasional 80x outlier elements the score jump stays within bounds.\n\nI'm checking whether TAU could safely be larger to reduce redo frequency for moderately heavy tails, considering fp32 accumulator precision and the magnitude of p and |v| values, along with how the log-sum-exp combine step handles large l values without overflow.\n\nI don't think NaN handling is needed given the spec constraints. I'll finalize this version with the new split policy and TAU=20, run the full benchmark plus edge tests, then copy it over to solution.py — stream-K optimization probably isn't worth the risk with the time left.\n\n","signature":"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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hfJuMn4ZDten788syg","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01FP66UAyx5oM1nXCXc8Enhy","name":"Bash","input":{"command":"python - << 'EOF'\nsrc = open('/workspace/dev/v7.py').read()\nold = src[src.index(\"    nsm = 148\\n\"):src.index(\"    op = torch.empty(\")]\nnew = \"\"\"    nsm = 148\n    nblk = triton.cdiv(Sk, BN)\n    max_waves = max(2, triton.cdiv(tiles, nsm))\n    best = None\n    for cand in range(1, min(nblk, 64) + 1):\n        cb = triton.cdiv(nblk, cand)\n        nsc = triton.cdiv(nblk, cb)\n        waves = triton.cdiv(tiles * nsc, nsm)\n        if waves > max_waves:\n            break\n        util = tiles * nsc / (waves * nsm)\n        if best is None or util > best[0] + 1e-9:\n            best = (util, cb)\n    chunk = best[1] * BN\n    ns = triton.cdiv(Sk, chunk)\n\"\"\"\nsrc = src.replace(old, new)\nsrc = src.replace(\"TAU=12.0\", \"TAU=20.0\")\nopen('/workspace/dev/v9.py', 'w').write(src)\nEOF\ngrep -n \"CFG = \" v9.py; timeout 900 python bench.py v9.py 2>&1 | grep -v \"^  \" | tail -6","description":"v9: utilization-based split policy, full bench"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":4155,"cache_read_input_tokens":193720,"cache_creation":{"ephemeral_5m_input_tokens":4155,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"3832f1be-7d07-44dd-8110-91538e28ba1c","timestamp":"2026-10-17T23:47:59.382Z","request_id":"req_011Cg8hfJYHBcyd1y2Dpc2NE"}
{"type":"system","subtype":"task_started","task_id":"b304qpzad","run_id":"0mvd1rfmm-2ebc4f7d","tool_use_id":"toolu_01FP66UAyx5oM1nXCXc8Enhy","description":"v9: utilization-based split policy, full bench","is_backgrounded":false,"task_type":"local_bash","uuid":"fe867d75-a4c0-4619-92b5-3365ce71d09f","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
{"type":"system","subtype":"task_notification","task_id":"b304qpzad","run_id":"0mvd1rfmm-2ebc4f7d","tool_use_id":"toolu_01FP66UAyx5oM1nXCXc8Enhy","status":"completed","output_file":"","summary":"v9: utilization-based split policy, full bench","uuid":"1b96cc17-e241-42c1-9e61-b0e2e6d0b60f","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FP66UAyx5oM1nXCXc8Enhy","type":"tool_result","content":"154:CFG = dict(G=2, BN=64, num_warps=8, num_stages=2, maxnreg=None, waves=2, PREF=False, TAU=20.0, WS=True, maxs=64, ovh=4, cmb=1.0)\n(1, 256, 131072): OK 413.8 us  1327 TFLOPS  expert 379 ratio 0.916\n(1, 512, 65536): OK 411.7 us  1330 TFLOPS  expert 356 ratio 0.865\n(1, 512, 131072): OK 796.7 us  1377 TFLOPS  expert 692 ratio 0.869\n(2, 256, 65536): OK 423.9 us  1294 TFLOPS  expert 381 ratio 0.899\ngeomean ratio vs expert: 0.8867464158005344","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"9f3000fd-9a86-4e87-81fe-867d9afe03f9","timestamp":"2026-10-17T23:48:04.061Z","tool_use_result":{"stdout":"154:CFG = dict(G=2, BN=64, num_warps=8, num_stages=2, maxnreg=None, waves=2, PREF=False, TAU=20.0, WS=True, maxs=64, ovh=4, cmb=1.0)\n(1, 256, 131072): OK 413.8 us  1327 TFLOPS  expert 379 ratio 0.916\n(1, 512, 65536): OK 411.7 us  1330 TFLOPS  expert 356 ratio 0.865\n(1, 512, 131072): OK 796.7 us  1377 TFLOPS  expert 692 ratio 0.869\n(2, 256, 65536): OK 423.9 us  1294 TFLOPS  expert 381 ratio 0.899\ngeomean ratio vs expert: 0.8867464158005344","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01FP66UAyx5oM1nXCXc8Enhy","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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I'm thinking about fusing the combine step into the main kernel using an atomic counter so the last finishing CTA handles it, though that needs a zeroed semaphore array each call. Before optimizing further, I should measure host launch overhead directly by timing kernel_fn in isolation versus actual GPU execution time.\n\n","signature":"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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UYWdBZg4txQqi6Q4KWn9WQ","type":"tool_result","content":"---------------------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  \n                       Name    Self CPU %      Self CPU   CPU total %     CPU total  CPU time avg     Self CUDA   Self CUDA %    CUDA total  CUDA time avg    # of Calls  \n---------------------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  \n                _attn_split         0.00%       0.000us         0.00%       0.000us       0.000us       1.984ms        97.31%       1.984ms     396.854us             5  \n                   _combine         0.00%       0.000us         0.00%       0.000us       0.000us      54.943us         2.69%      54.943us      10.989us             5  \n    Activity Buffer Request        26.28%     618.112us        26.28%     618.112us     618.112us       0.000us         0.00%       0.000us       0.000us             1  \n           cuLaunchKernelEx         2.60%      61.211us         2.60%      61.211us       6.121us       0.000us         0.00%       0.000us       0.000us            10  \n      cudaDeviceSynchronize        71.12%       1.673ms        71.12%       1.673ms     836.388us       0.000us         0.00%       0.000us       0.000us             2  \n---------------------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  \nSelf CPU time total: 2.352ms\nSelf CUDA time total: 2.039ms","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"f0c3711b-132a-4901-a929-7bed018a22d6","timestamp":"2026-10-17T23:49:47.776Z","tool_use_result":{"stdout":"---------------------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  \n                       Name    Self CPU %      Self CPU   CPU total %     CPU total  CPU time avg     Self CUDA   Self CUDA %    CUDA total  CUDA time avg    # of Calls  \n---------------------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  \n                _attn_split         0.00%       0.000us         0.00%       0.000us       0.000us       1.984ms        97.31%       1.984ms     396.854us             5  \n                   _combine         0.00%       0.000us         0.00%       0.000us       0.000us      54.943us         2.69%      54.943us      10.989us             5  \n    Activity Buffer Request        26.28%     618.112us        26.28%     618.112us     618.112us       0.000us         0.00%       0.000us       0.000us             1  \n           cuLaunchKernelEx         2.60%      61.211us         2.60%      61.211us       6.121us       0.000us         0.00%       0.000us       0.000us            10  \n      cudaDeviceSynchronize        71.12%       1.673ms        71.12%       1.673ms     836.388us       0.000us         0.00%       0.000us       0.000us             2  \n---------------------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  ------------  \nSelf CPU time total: 2.352ms\nSelf CUDA time total: 2.039ms","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01UYWdBZg4txQqi6Q4KWn9WQ","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hsdimv8yVEZyU3Ldfy","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The GPU kernels themselves only take 408 us combined, but host-side overhead dominates: v9 is 49.5 us versus v7's surprisingly high 159 us per call. I'm realizing the event-timing methodology might be misattributing host launch overhead to the GPU measurement when the device is idle, though the L2 flush memset beforehand could mask some of that.\n\nGiven the grader likely overlaps the flush with host dispatch, reducing host overhead is still worthwhile regardless of how much gets hidden — things like caching launch configs per shape would help cut down the Python-side cost.\n\nI'm also considering whether to call set_allocator once at import versus per-call, and whether trimming kernel arguments/constexprs would shrink launch binding time. I should actually measure the policy loop, tensor allocation, and launch costs directly with a quick micro-benchmark rather than guessing.\n\nLet me restructure the plan: cache policy decisions keyed by shape, allocate output/lp buffers together as one allocation with views to save on torch.empty calls, and note that TMA descriptors are created device-side so they don't add host overhead. Then I'll time the actual kernel launch separately to see where the real cost sits.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tok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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hsdimv8yVEZyU3Ldfy","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011xMM2iJXUSBXx5fvYNHYMy","name":"Bash","input":{"command":"cat > /workspace/dev/host2.py << 'EOF'\nimport sys, importlib.util, torch, time, math, triton\nsys.path.insert(0, '/workspace')\nimport task as T\nspec = importlib.util.spec_from_file_location('m', sys.argv[1]); m = importlib.util.module_from_spec(spec); spec.loader.exec_module(m)\ncase = T.make_case({'B': 1, 'Sq': 256, 'Sk': 131072}, 1, 'cuda')\nq, k, v, out = case.args\nm.kernel_fn(*case.args); torch.cuda.synchronize()\ndef tm(f, n=200):\n    t0 = time.perf_counter()\n    for _ in range(n): f()\n    return (time.perf_counter() - t0) / n * 1e6\nop = torch.empty((9, 1, 256, 16, 256), dtype=torch.float32, device='cuda')\nlp = torch.empty((9, 1, 256, 16), dtype=torch.float32, device='cuda')\nprint('empty x2', tm(lambda: (torch.empty((9, 1, 256, 16, 256), dtype=torch.float32, device='cuda'), torch.empty((9, 1, 256, 16), dtype=torch.float32, device='cuda'))))\nprint('set_alloc', tm(lambda: triton.set_allocator(m._alloc)))\ndef launch1():\n    m._attn_split[(4, 9, 8)](q, k, v, op, lp, 256, 131072, 14592, 1.4426950408889634 / 16, HQ=16, HKV=8, D=256, G=2, BM=128, BN=64, PREF=False, TAU=20.0, WS=True, num_warps=8, num_stages=2)\ndef launch2():\n    m._combine[(256,)](op, lp, out, 4096, 9, D=256, BR=16, NSP=16, num_warps=4)\nprint('attn launch', tm(launch1, 50)); torch.cuda.synchronize()\nprint('combine launch', tm(launch2, 50)); torch.cuda.synchronize()\nEOF\ntimeout 300 python host2.py v9.py 2>&1 | tail -5","description":"Break down host overhead components"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":231,"cache_read_input_tokens":211962,"cache_creation":{"ephemeral_5m_input_tokens":231,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"9dc662da-a3c4-4ba7-bcc5-2af1be65c8b1","timestamp":"2026-10-17T23:50:20.076Z","request_id":"req_011Cg8hsdFk8n41oovS78zrk"}
{"type":"system","subtype":"task_started","task_id":"bh1k29saz","run_id":"0mvd1ug6n-4288d2a7","tool_use_id":"toolu_011xMM2iJXUSBXx5fvYNHYMy","description":"Break down host overhead components","is_backgrounded":false,"task_type":"local_bash","uuid":"8fd04cf4-e808-45a6-b3ec-b5b8645fe445","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011xMM2iJXUSBXx5fvYNHYMy","type":"tool_result","content":"empty x2 3.5707100005311077\nset_alloc 0.0877550007771788\nattn launch 12.02924000153871\ncombine launch 7.337020001614292","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"ca92c1af-825b-40b5-b7bb-5d337065ce89","timestamp":"2026-10-17T23:50:23.151Z","tool_use_result":{"stdout":"empty x2 3.5707100005311077\nset_alloc 0.0877550007771788\nattn launch 12.02924000153871\ncombine launch 7.337020001614292","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_011xMM2iJXUSBXx5fvYNHYMy","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8huBZymei6wtdYzyHRV","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Breaking down the latency: two empty calls cost 3.6 us, the attention launch takes 12 us, and combine launch is 7.3 us, leaving roughly 26 us from the policy loop and shape math. Caching the policy should shave off about 25 us, so the critical host-side latency drops from around 40 us down to roughly 15-16 us after optimization.\n\nI'm restructuring kernel_fn to memoize the planning computation in a module-level dict keyed by (B, Sq, Sk), so repeated calls with the same shapes skip recomputation. I'm weighing whether this caching approach violates the \"no caching results between calls\" rule — it's really caching a derived plan rather than the result itself, which feels permissible, but I'm also considering whether the policy loop could just be made cheap enough via a closed-form calculation to avoid the question entirely, since 26 us seems high for what should be a handful of cheap iterations.\n\nThis is analogous to how Triton's own autotuner caches configs per key, so it feels like it's within the spirit of the rules rather than violating them. I'm also considering reusing scratch buffers across calls since everything runs on the same stream, which would save a bit more time, though I need to be careful this doesn't break if a different input shape comes through.\n\nChecking whether caching scratch tensors is risky given the judge's NaN-prefill and buffer-rewrite checks, I reason that partials get fully overwritten every call — each CTA writes all rows for its split, including empty splits writing -inf LSE and zero values — so reuse should be safe.\n\nLooking at launch overhead, since HQ, HKV, D, and the prefetch/tau/window constants are fixed by the task, I could hardcode them as module-level constexprs instead of passing them as kwargs each time, cutting launch time further. I'm now turning to the combine kernel's GPU time, which runs right after the attention kernel.\n\nWith about 27 minutes left, I need to move fast: build v10 from v9 with the plan cache, scratch cache, and hardcoded constexprs to reduce launch args, then verify correctness via bench and edge tests before copying to solution.py and running the checker.\n\n","signature":"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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8huBZymei6wtdYzyHRV","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014MR3wt4BN5ws6ZNME5jrnN","name":"Bash","input":{"command":"cp v9.py /workspace/solution.py && python - << 'EOF'\nsrc = open('/workspace/dev/v9.py').read()\nstart = src.index(\"def _alloc(size, align, stream):\")\nnew_host = '''def _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\n\n\n_PLANS = {}\n\n\ndef _plan(q, k):\n    B, Sq, HQ, D = q.shape\n    Sk, HKV = k.shape[1], k.shape[2]\n    G = 2\n    BM, BN = 128, 64\n    TM = BM // G\n    NQT = triton.cdiv(Sq, TM)\n    tiles = NQT * B * (HQ // G)\n    nsm = 148\n    nblk = triton.cdiv(Sk, BN)\n    max_waves = max(2, triton.cdiv(tiles, nsm))\n    best = None\n    for cand in range(1, min(nblk, 64) + 1):\n        cb = triton.cdiv(nblk, cand)\n        nsc = triton.cdiv(nblk, cb)\n        waves = triton.cdiv(tiles * nsc, nsm)\n        if waves > max_waves:\n            break\n        util = tiles * nsc / (waves * nsm)\n        if best is None or util > best[0] + 1e-9:\n            best = (util, cb)\n    chunk = best[1] * BN\n    ns = triton.cdiv(Sk, chunk)\n    R = B * Sq * HQ\n    scratch = torch.empty(ns * R * (D + 1), dtype=torch.float32, device=q.device)\n    op = scratch[:ns * R * D]\n    lp = scratch[ns * R * D:]\n    return (NQT, ns, B * (HQ // G), chunk, op, lp, R, triton.cdiv(R, 16), triton.next_power_of_2(ns))\n\n\ndef kernel_fn(q, k, v, out):\n    triton.set_allocator(_alloc)\n    key = (q.shape[0], q.shape[1], k.shape[1], q.device.index)\n    p = _PLANS.get(key)\n    if p is None:\n        p = _plan(q, k)\n        _PLANS[key] = p\n    NQT, ns, nbh, chunk, op, lp, R, ncomb, nsp = p\n    Sq = q.shape[1]\n    Sk = k.shape[1]\n    _attn_split[(NQT, ns, nbh)](q, k, v, op, lp, Sq, Sk, chunk, num_warps=8, num_stages=2)\n    _combine[(ncomb,)](op, lp, out, R, ns, NSP=nsp, num_warps=4)\n'''\nsrc = src[:start] + new_host\n# hardcode constexprs\nsrc = src.replace('''def _attn_split(Q, K, V, OP, LP, Sq, Sk, chunk, qk_scale,\n                HQ: tl.constexpr, HKV: tl.constexpr, D: tl.constexpr, G: tl.constexpr,\n                BM: tl.constexpr, BN: tl.constexpr, PREF: tl.constexpr, TAU: tl.constexpr, WS: tl.constexpr):''',\n'''def _attn_split(Q, K, V, OP, LP, Sq, Sk, chunk):\n    HQ: tl.constexpr = 16\n    HKV: tl.constexpr = 8\n    D: tl.constexpr = 256\n    G: tl.constexpr = 2\n    BM: tl.constexpr = 128\n    BN: tl.constexpr = 64\n    PREF: tl.constexpr = False\n    TAU: tl.constexpr = 20.0\n    WS: tl.constexpr = True\n    qk_scale: tl.constexpr = 0.09016844005556021''')\nsrc = src.replace('''def _combine(OP, LP, O, R, NS, D: tl.constexpr, BR: tl.constexpr, NSP: tl.constexpr):''',\n'''def _combine(OP, LP, O, R, NS, NSP: tl.constexpr):\n    D: tl.constexpr = 256\n    BR: tl.constexpr = 16''')\nopen('/workspace/dev/v10.py', 'w').write(src)\nEOF\npython -c \"print(1.4426950408889634/16)\"; grep -n \"qk_scale\" v10.py | head; timeout 300 python host.py v10.py 2>&1 | grep \"host per call\"","description":"v10: plan cache, hardcoded constexprs, fewer launch args"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1998,"cache_read_input_tokens":212193,"cache_creation":{"ephemeral_5m_input_tokens":1998,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"2db6c5f0-2925-4078-9c15-07374a266b7f","timestamp":"2026-10-17T23:50:51.289Z","request_id":"req_011Cg8huBBuegARnhVvfAf2k"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014MR3wt4BN5ws6ZNME5jrnN","type":"tool_result","content":"0.09016844005556021\n8:def _robust(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo, hi, tok, shift, qk_scale,\n15:        s = tl.where(ok, s * qk_scale, float('-inf'))\n29:def _fast(acc, l_i, m_f, m_seen, q, k_desc, v_desc, kv_row0, kv_col, lo, hi, qk_scale,\n40:            p = tl.math.exp2(s * qk_scale - m_f[:, None])\n50:            p = tl.math.exp2(s * qk_scale - m_f[:, None])\n68:    qk_scale: tl.constexpr = 0.09016844005556021\n114:        m_f = m_raw * qk_scale\n115:        acc, l_i, m_seen = _fast(acc, l_i, m_f, m_raw, q, k_desc, v_desc, kv_row0, kv_col, lo, hi1, qk_scale,\n117:        bad = tl.max(tl.reshape(m_seen * qk_scale - m_f, (BM // 32, 32)), axis=None) > TAU\n125:                            tok, shift, qk_scale, BM, BN)\nhost per call 18.0 us, total per call 410.8 us","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"3ff764a9-1835-4612-8ad6-0f7a9698bd44","timestamp":"2026-10-17T23:50:58.273Z","tool_use_result":{"stdout":"0.09016844005556021\n8:def _robust(acc, l_i, m_i, q, k_desc, v_desc, kv_row0, kv_col, lo, hi, tok, shift, qk_scale,\n15:        s = tl.where(ok, s * qk_scale, float('-inf'))\n29:def _fast(acc, l_i, m_f, m_seen, q, k_desc, v_desc, kv_row0, kv_col, lo, hi, qk_scale,\n40:            p = tl.math.exp2(s * qk_scale - m_f[:, None])\n50:            p = tl.math.exp2(s * qk_scale - m_f[:, None])\n68:    qk_scale: tl.constexpr = 0.09016844005556021\n114:        m_f = m_raw * qk_scale\n115:        acc, l_i, m_seen = _fast(acc, l_i, m_f, m_raw, q, k_desc, v_desc, kv_row0, kv_col, lo, hi1, qk_scale,\n117:        bad = tl.max(tl.reshape(m_seen * qk_scale - m_f, (BM // 32, 32)), axis=None) > TAU\n125:                            tok, shift, qk_scale, BM, BN)\nhost per call 18.0 us, total per call 410.8 us","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_014MR3wt4BN5ws6ZNME5jrnN","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8hz8wMqkKuGcXX7NqnC","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011SnmmjFGVvFU5SxpkrPNMS","name":"Bash","input":{"command":"cd /workspace/dev && python variant.py v10.py v10f.py \"    chunk = best[1] * BN\n    ns = triton.cdiv(Sk, chunk)\" \"    chunk = best[1] * BN\n    if CFG.get('force_ns'):\n        chunk = triton.cdiv(nblk, CFG['force_ns']) * BN\n    ns = triton.cdiv(Sk, chunk)\" && python variant.py v10f.py v10f.py \"_PLANS = {}\" \"_PLANS = {}\nCFG = {}\" && python variant.py v10f.py v10f.py \"    p = _PLANS.get(key)\" \"    key = key + (CFG.get('force_ns'),)\n    p = _PLANS.get(key)\" && cat > abf.py << 'EOF'\nimport sys, importlib.util, torch, json\nsys.path.insert(0, '/workspace')\nimport task as T\nspec = importlib.util.spec_from_file_location('m', sys.argv[1]); m = importlib.util.module_from_spec(spec); spec.loader.exec_module(m)\nb, sq, sk = map(int, sys.argv[2].split(','))\ncase = T.make_case({'B': b, 'Sq': sq, 'Sk': sk}, 1, 'cuda')\nflush = torch.empty(256 * 1024 * 1024, dtype=torch.int8, device='cuda')\nnss = [int(x) for x in sys.argv[3].split(',')]\nres = {n: [] for n in nss}\nfor rep in range(3):\n    for n in nss:\n        m.CFG['force_ns'] = n\n        for _ in range(2): m.kernel_fn(*case.args)\n        torch.cuda.synchronize()\n        for _ in range(8):\n            flush.zero_()\n            s, e = torch.cuda.Event(enable_timing=True), torch.cuda.Event(enable_timing=True)\n            s.record(); m.kernel_fn(*case.args); e.record(); torch.cuda.synchronize()\n            res[n].append(s.elapsed_time(e) * 1000)\nfor n in res:\n    v = sorted(res[n]); print('ns', n, f'median {v[len(v)//2]:.1f}')\nEOF\ntimeout 900 python abf.py v10f.py 1,512,65536 1,2,3,4,6,9 2>&1 | tail -6","description":"Split-count sweep for Sq=512 shape under new host code"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1123,"cache_read_input_tokens":218333,"cache_creation":{"ephemeral_5m_input_tokens":1123,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4ee2c7c6-6e3e-4b7a-81d1-f38c468181ce","timestamp":"2026-10-17T23:51:39.993Z","request_id":"req_011Cg8hz8aXfwVAUJ8wSNPPJ"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011SnmmjFGVvFU5SxpkrPNMS","type":"tool_result","content":"ns 1 median 782.3\nns 2 median 411.6\nns 3 median 559.1\nns 4 median 438.2\nns 6 median 454.6\nns 9 median 436.2","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"c1d88c8d-b11f-42aa-8298-49ef52a61964","timestamp":"2026-10-17T23:51:43.503Z","tool_use_result":{"stdout":"ns 1 median 782.3\nns 2 median 411.6\nns 3 median 559.1\nns 4 median 438.2\nns 6 median 454.6\nns 9 median 436.2","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_011SnmmjFGVvFU5SxpkrPNMS","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017ghKpetAoUxGfZBMYuqCcb","type":"tool_result","content":"ns 4 median 421.9\nns 8 median 445.4\nns 9 median 413.7\nns 13 median 442.4","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"975616d7-b4b2-4570-a4a9-b66fc01b8343","timestamp":"2026-10-17T23:51:50.676Z","tool_use_result":{"stdout":"ns 4 median 421.9\nns 8 median 445.4\nns 9 median 413.7\nns 13 median 442.4","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_017ghKpetAoUxGfZBMYuqCcb","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WBHLn87qrXmMYaFCwmi118","type":"tool_result","content":"@triton.jit\ndef _attn_split(Q, K, V, OP, LP, Sq, Sk, chunk):\n    HQ: tl.constexpr = 16\n    HKV: tl.constexpr = 8\n    D: tl.constexpr = 256\n    G: tl.constexpr = 2\n    BM: tl.constexpr = 128\n    BN: tl.constexpr = 64\n    PREF: tl.constexpr = False\n    TAU: tl.constexpr = 20.0\n    WS: tl.constexpr = True\n    qk_scale: tl.constexpr = 0.09016844005556021\n    pid_q = tl.program_id(0)\n    pid_s = tl.program_id(1)\n    pid_bh = tl.program_id(2)\n    NB = tl.num_programs(2) // (HQ // G)\n    b = pid_bh // (HQ // G)\n    hg = pid_bh % (HQ // G)\n    hk = hg * G // (HQ // HKV)\n    w = w / tl.where(wsum == 0.0, 1.0, wsum)[:, None]\n    rd = tl.arange(0, D)\n    acc = tl.zeros((BR, D), tl.float32)\n    for s in range(0, NS):\n        ws = tl.sum(tl.where(sp[None, :] == s, w, 0.0), 1)\n        o = tl.load(OP + (s * R + rows[:, None]).to(tl.int64) * D + rd[None, :], mask=rmask[:, None], other=0.0)\n        acc += tl.where(ws[:, None] > 0.0, o * ws[:, None], 0.0)\n    tl.store(O + rows[:, None].to(tl.int64) * D + rd[None, :], acc.to(tl.bfloat16), mask=rmask[:, None])\n\n\ndef _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\n\n\n_PLANS = {}\n\n\ndef _plan(q, k):\n    B, Sq, HQ, D = q.shape\n    Sk, HKV = k.shape[1], k.shape[2]\n    G = 2\n    BM, BN = 128, 64\n    TM = BM // G\n    NQT = triton.cdiv(Sq, TM)\n    tiles = NQT * B * (HQ // G)\n    nsm = 148\n    nblk = triton.cdiv(Sk, BN)\n    max_waves = max(2, triton.cdiv(tiles, nsm))\n    best = None\n    for cand in range(1, min(nblk, 64) + 1):\n        cb = triton.cdiv(nblk, cand)\n        nsc = triton.cdiv(nblk, cb)\n        waves = triton.cdiv(tiles * nsc, nsm)\n        if waves > max_waves:\n            break\n        util = tiles * nsc / (waves * nsm)\n        if best is None or util > best[0] + 1e-9:\n            best = (util, cb)\n    chunk = best[1] * BN\n    ns = triton.cdiv(Sk, chunk)\n    R = B * Sq * HQ\n    scratch = torch.empty(ns * R * (D + 1), dtype=torch.float32, device=q.device)\n    op = scratch[:ns * R * D]\n    lp = scratch[ns * R * D:]\n    return (NQT, ns, B * (HQ // G), chunk, op, lp, R, triton.cdiv(R, 2), triton.next_power_of_2(ns))\n\n\ndef kernel_fn(q, k, v, out):\n    triton.set_allocator(_alloc)\n    key = (q.shape[0], q.shape[1], k.shape[1], q.device.index)\n    p = _PLANS.get(key)\n    if p is None:\n        p = _plan(q, k)\n        _PLANS[key] = p\n    NQT, ns, nbh, chunk, op, lp, R, ncomb, nsp = p\n    Sq = q.shape[1]\n    Sk = k.shape[1]\n    _attn_split[(NQT, ns, nbh)](q, k, v, op, lp, Sq, Sk, chunk, num_warps=8, num_stages=2)\n    _combine[(ncomb,)](op, lp, out, R, ns, NSP=nsp, num_warps=2)\n7703 /workspace/solution.py","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"4c4e12ae-59a1-4bce-aad7-247363a037a3","timestamp":"2026-10-17T23:53:12.879Z","tool_use_result":{"stdout":"@triton.jit\ndef _attn_split(Q, K, V, OP, LP, Sq, Sk, chunk):\n    HQ: tl.constexpr = 16\n    HKV: tl.constexpr = 8\n    D: tl.constexpr = 256\n    G: tl.constexpr = 2\n    BM: tl.constexpr = 128\n    BN: tl.constexpr = 64\n    PREF: tl.constexpr = False\n    TAU: tl.constexpr = 20.0\n    WS: tl.constexpr = True\n    qk_scale: tl.constexpr = 0.09016844005556021\n    pid_q = tl.program_id(0)\n    pid_s = tl.program_id(1)\n    pid_bh = tl.program_id(2)\n    NB = tl.num_programs(2) // (HQ // G)\n    b = pid_bh // (HQ // G)\n    hg = pid_bh % (HQ // G)\n    hk = hg * G // (HQ // HKV)\n    w = w / tl.where(wsum == 0.0, 1.0, wsum)[:, None]\n    rd = tl.arange(0, D)\n    acc = tl.zeros((BR, D), tl.float32)\n    for s in range(0, NS):\n        ws = tl.sum(tl.where(sp[None, :] == s, w, 0.0), 1)\n        o = tl.load(OP + (s * R + rows[:, None]).to(tl.int64) * D + rd[None, :], mask=rmask[:, None], other=0.0)\n        acc += tl.where(ws[:, None] > 0.0, o * ws[:, None], 0.0)\n    tl.store(O + rows[:, None].to(tl.int64) * D + rd[None, :], acc.to(tl.bfloat16), mask=rmask[:, None])\n\n\ndef _alloc(size, align, stream):\n    return torch.empty(size, dtype=torch.int8, device='cuda')\n\n\n_PLANS = {}\n\n\ndef _plan(q, k):\n    B, Sq, HQ, D = q.shape\n    Sk, HKV = k.shape[1], k.shape[2]\n    G = 2\n    BM, BN = 128, 64\n    TM = BM // G\n    NQT = triton.cdiv(Sq, TM)\n    tiles = NQT * B * (HQ // G)\n    nsm = 148\n    nblk = triton.cdiv(Sk, BN)\n    max_waves = max(2, triton.cdiv(tiles, nsm))\n    best = None\n    for cand in range(1, min(nblk, 64) + 1):\n        cb = triton.cdiv(nblk, cand)\n        nsc = triton.cdiv(nblk, cb)\n        waves = triton.cdiv(tiles * nsc, nsm)\n        if waves > max_waves:\n            break\n        util = tiles * nsc / (waves * nsm)\n        if best is None or util > best[0] + 1e-9:\n            best = (util, cb)\n    chunk = best[1] * BN\n    ns = triton.cdiv(Sk, chunk)\n    R = B * Sq * HQ\n    scratch = torch.empty(ns * R * (D + 1), dtype=torch.float32, device=q.device)\n    op = scratch[:ns * R * D]\n    lp = scratch[ns * R * D:]\n    return (NQT, ns, B * (HQ // G), chunk, op, lp, R, triton.cdiv(R, 2), triton.next_power_of_2(ns))\n\n\ndef kernel_fn(q, k, v, out):\n    triton.set_allocator(_alloc)\n    key = (q.shape[0], q.shape[1], k.shape[1], q.device.index)\n    p = _PLANS.get(key)\n    if p is None:\n        p = _plan(q, k)\n        _PLANS[key] = p\n    NQT, ns, nbh, chunk, op, lp, R, ncomb, nsp = p\n    Sq = q.shape[1]\n    Sk = k.shape[1]\n    _attn_split[(NQT, ns, nbh)](q, k, v, op, lp, Sq, Sk, chunk, num_warps=8, num_stages=2)\n    _combine[(ncomb,)](op, lp, out, R, ns, NSP=nsp, num_warps=2)\n7703 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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014wsSd9pfWXPoHUC3bZFXkk","type":"tool_result","content":"File created successfully at: /logs/agent/sessions/projects/-workspace/memory/triton-blackwell-attention-lessons.md"}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"7cd4f16e-8c53-4b6d-9add-5cd6e1ad2f38","timestamp":"2026-10-17T23:53:25.801Z","tool_use_result":{"type":"create","filePath":"/logs/agent/sessions/projects/-workspace/memory/triton-blackwell-attention-lessons.md","content":"---\nname: triton-blackwell-attention-lessons\ndescription: What worked/failed writing hd256 split-KV flash attention in Triton 3.7 on B300 (sm_103) under the kernel-task rules\nmetadata:\n  node_type: memory\n  type: project\n  originSessionId: 878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e\n  modified: 2026-10-17T23:53:25.793Z\n---\n\nFindings from the hd256 chunked-prefill attention task (2026-10-17), best ~0.89x of the expert (FA4) kernel:\n\n- `tl.range(..., warp_specialize=True)` was the big win (600 -> 1000+ TFLOPS). It only compiles when the loop body\n  has no `scf.if` holding TMEM ops; a conditional acc rescale inside the loop breaks WS.\n- Fixed-reference-max fast loop (m from first block, no acc rescale in loop, track rowmax, redo split with a robust\n  loop if max grows > TAU) keeps the accumulator purely in TMEM.\n- Reducing a 1D slice-of-TMEM-layout tensor to a scalar crashes OptimizeTMemLayouts; workaround:\n  `tl.max(tl.reshape(x, (BM // 32, 32)), axis=None)`.\n- num_ctas=2 (2-CTA MMA) fails in TritonGPUPlanCTAPass even for a minimal attention loop.\n- Host overhead counts in CUDA-event timing: a Python split-search loop cost ~100 us/call. Cache launch plans\n  and scratch buffers in a module dict, hardcode constexprs (fewer launch args).\n- Bottleneck after WS: L2->SMEM traffic/SMEM bandwidth at M=128 (hd256 leaves no SMEM for >2 stages).\n  Fewer waves were better: pick the split count that maximizes SM utilization within <=2 waves.\n","structuredPatch":[],"originalFile":null,"userModified":false,"memdirStamped":true},"tool_result_meta":[{"id":"toolu_014wsSd9pfWXPoHUC3bZFXkk","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01H7zp3HXU4qqZyFiYJjqSs9","type":"tool_result","content":"total 9\ndrwxrwxr-x 1 agent agent  140 Oct 17 23:53 .\ndrwxr-xr-x 1 agent agent  120 Oct 17 23:40 ..\n-rw-rw-r-- 1 agent agent  109 Oct 17 23:53 best.json\ndrwxrwxr-x 1 agent agent  100 Oct 17 23:52 calls\n-rw-rw-r-- 1 agent agent  246 Oct 17 23:53 history.jsonl\n-rw-rw-r-- 1 agent agent 7703 Oct 17 23:53 solution.py\n(True, 'ok')","is_error":false}]},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"ca5f87f5-abd4-4fcd-8cd5-ecef18ab7172","timestamp":"2026-10-17T23:53:27.362Z","tool_use_result":{"stdout":"total 9\ndrwxrwxr-x 1 agent agent  140 Oct 17 23:53 .\ndrwxr-xr-x 1 agent agent  120 Oct 17 23:40 ..\n-rw-rw-r-- 1 agent agent  109 Oct 17 23:53 best.json\ndrwxrwxr-x 1 agent agent  100 Oct 17 23:52 calls\n-rw-rw-r-- 1 agent agent  246 Oct 17 23:53 history.jsonl\n-rw-rw-r-- 1 agent agent 7703 Oct 17 23:53 solution.py\n(True, 'ok')","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"tool_result_meta":[{"id":"toolu_01H7zp3HXU4qqZyFiYJjqSs9","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
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{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8i8m8BwarnrCmzQdKKR","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The best result was saved by check.py with a score of 16.263x. With only about 8 minutes left, I'll stop here rather than risk breaking anything, and wrap up with a final summary for the user.\n\n","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1779,"cache_read_input_tokens":226700,"cache_creation":{"ephemeral_5m_input_tokens":1779,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"108d21f3-7900-42be-a7bc-0359abf4d435","timestamp":"2026-10-17T23:53:37.321Z","request_id":"req_011Cg8i8kjNUpWrJm5zxJSaX","thinking_duration_ms":8250,"thinking_display":"summarized"}
{"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011Cg8i8m8BwarnrCmzQdKKR","type":"message","role":"assistant","content":[{"type":"text","text":"`/workspace/solution.py` is a correct split-KV Triton kernel that runs at about **0.89× the expert kernel's speed** by geometric mean. That is below the 1.00× needed to pass, so it probably won't pass, but it is about 16× faster than the starting kernel.\n\n| Shape | Mine (L2 flushed) | Expert (task notes) | Mine ÷ expert speed |\n|---|---|---|---|\n| B=1, Sq=256, Sk=128K | 410 µs (1340 TFLOPS) | 379 µs | 0.92 |\n| B=1, Sq=512, Sk=64K | 412 µs | 356 µs | 0.87 |\n| B=1, Sq=512, Sk=128K | 795 µs | 692 µs | 0.87 |\n| B=2, Sq=256, Sk=64K | 424 µs | 381 µs | 0.90 |\n\nThe expert kernel isn't installed here, so these ratios compare my times with the expert times in `task.py`'s notes, not a same-run measurement. `check.py` passes all four timed shapes and saved this version to `/workspace/.best`. My own tests also pass on 18 edge shapes (including Sq=1, Sq=Sk, B up to 4 and sizes that aren't powers of two) with normal, large, small, outlier, shifted-mean, per-row-scaled and all-zero-row inputs.\n\n**How it works:**\n- **Head packing:** each program handles 128 query rows, made of 64 tokens × the 2 query heads that share one KV head, so each K/V tile load serves both heads.\n- **Split-KV:** the key range is split across programs, followed by a small combine kernel. The split count is chosen to fill the 148 SMs in at most two waves.\n- **Fast inner loop:** each program takes its row maxima from the first key block and never rescales the output inside the loop. If a later score exceeds that maximum by more than 2^20, the program reruns its range with the standard online softmax. The rerun is slower but exact, so heavy-tailed inputs stay correct.\n- **Warp specialization:** turning it on for the inner loop gave the biggest jump, from about 600 to 1000+ TFLOPS. It only compiles when the loop has no branch around the accumulator, which is why the rescale fallback sits outside the loop.\n- **Masked blocks:** only the last 1–2 key blocks of each query tile are partly masked, and they use the masked loop; fully masked blocks are skipped.\n- **Less host time:** launch settings and scratch buffers are cached per shape in a module-level dict. Python overhead was adding up to about 100 µs per timed call. The cache holds only settings and scratch space; every output and partial result is recomputed on every call.\n\n**What limits it now:** with head dim 256 and 128-row tiles, there is only room for two buffered K/V tiles in shared memory. Feeding the tensor cores is then limited by shared-memory and L2 bandwidth. The expert kernel gets around this with clusters of two CTAs that share K/V tiles. In this Triton version, `num_ctas=2` crashes the compiler even for a minimal attention loop, and putting Q in tensor memory can't be requested from `triton.language`.\n\n**Not done:**\n- For the three shapes with 64 query tiles, the chosen split leaves about 14% of the SMs idle. A stream-K schedule could recover up to about 10% there; I ran out of time to build and test it safely.\n- I tuned the split choice only on the four timed shapes. Hidden shapes use the same rule but I haven't timed them."}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1779,"cache_read_input_tokens":226700,"cache_creation":{"ephemeral_5m_input_tokens":1779,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"global","speed":"standard"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","uuid":"a2fc7138-7307-425c-9760-98dcf1c139a7","timestamp":"2026-10-17T23:53:41.338Z","request_id":"req_011Cg8i8kjNUpWrJm5zxJSaX"}
{"duration_api_ms":1325782,"stop_reason":"end_turn","session_id":"878cc08b-0f3f-4ba2-a0d8-5eb136c9dd6e","total_cost_usd":5.859239399999999,"usage":{"input_tokens":146,"cache_creation_input_tokens":210473,"cache_read_input_tokens":10562452,"output_tokens":134690,"output_tokens_details":{"thinking_tokens":92744},"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":210473},"inference_geo":"global","iterations":[],"speed":"standard","fallback_credit":null},"modelUsage":{"claude-opus-5-5":{"inputTokens":146,"outputTokens":134690,"cacheReadInputTokens":10562452,"cacheCreationInputTokens":210473,"webSearchRequests":0,"costUSD":5.859239399999999,"contextWindow":1000000,"maxOutputTokens":128000,"thinkingTokens":92744,"canonicalModel":"claude-opus-5-5","provider":"firstParty","costBasis":"list"}},"permission_denials":[],"terminal_reason":"completed","fast_mode_state":"off","fast_mode_disabled_reason":"sdk_opt_in_required","subagent_stats":{"spawned":0,"requested":{"background":0,"foreground":0,"unset":0},"started_in_background":0,"max_depth":0,"spawned_by_subagents":0,"completed":0,"failed":0,"killed":{"parent":0,"user":0,"system":0},"refused":{"depth_limit":0,"concurrency_limit":0,"budget":0},"by_type":{}},"safety_stops":0,"is_error":false,"num_turns":76,"subtype":"success","api_error_status":null,"result":"`/workspace/solution.py` is a correct split-KV Triton kernel that runs at about **0.89× the expert kernel's speed** by geometric mean. That is below the 1.00× needed to pass, so it probably won't pass, but it is about 16× faster than the starting kernel.\n\n| Shape | Mine (L2 flushed) | Expert (task notes) | Mine ÷ expert speed |\n|---|---|---|---|\n| B=1, Sq=256, Sk=128K | 410 µs (1340 TFLOPS) | 379 µs | 0.92 |\n| B=1, Sq=512, Sk=64K | 412 µs | 356 µs | 0.87 |\n| B=1, Sq=512, Sk=128K | 795 µs | 692 µs | 0.87 |\n| B=2, Sq=256, Sk=64K | 424 µs | 381 µs | 0.90 |\n\nThe expert kernel isn't installed here, so these ratios compare my times with the expert times in `task.py`'s notes, not a same-run measurement. `check.py` passes all four timed shapes and saved this version to `/workspace/.best`. My own tests also pass on 18 edge shapes (including Sq=1, Sq=Sk, B up to 4 and sizes that aren't powers of two) with normal, large, small, outlier, shifted-mean, per-row-scaled and all-zero-row inputs.\n\n**How it works:**\n- **Head packing:** each program handles 128 query rows, made of 64 tokens × the 2 query heads that share one KV head, so each K/V tile load serves both heads.\n- **Split-KV:** the key range is split across programs, followed by a small combine kernel. The split count is chosen to fill the 148 SMs in at most two waves.\n- **Fast inner loop:** each program takes its row maxima from the first key block and never rescales the output inside the loop. If a later score exceeds that maximum by more than 2^20, the program reruns its range with the standard online softmax. The rerun is slower but exact, so heavy-tailed inputs stay correct.\n- **Warp specialization:** turning it on for the inner loop gave the biggest jump, from about 600 to 1000+ TFLOPS. It only compiles when the loop has no branch around the accumulator, which is why the rescale fallback sits outside the loop.\n- **Masked blocks:** only the last 1–2 key blocks of each query tile are partly masked, and they use the masked loop; fully masked blocks are skipped.\n- **Less host time:** launch settings and scratch buffers are cached per shape in a module-level dict. Python overhead was adding up to about 100 µs per timed call. The cache holds only settings and scratch space; every output and partial result is recomputed on every call.\n\n**What limits it now:** with head dim 256 and 128-row tiles, there is only room for two buffered K/V tiles in shared memory. Feeding the tensor cores is then limited by shared-memory and L2 bandwidth. The expert kernel gets around this with clusters of two CTAs that share K/V tiles. In this Triton version, `num_ctas=2` crashes the compiler even for a minimal attention loop, and putting Q in tensor memory can't be requested from `triton.language`.\n\n**Not done:**\n- For the three shapes with 64 query tiles, the chosen split leaves about 14% of the SMs idle. A stream-K schedule could recover up to about 10% there; I ran out of time to build and test it safely.\n- I tuned the split choice only on the four timed shapes. Hidden shapes use the same rule but I haven't timed them.","ttft_ms":2971,"type":"result","duration_ms":1759585,"uuid":"a2facd56-a23e-41b5-b68f-43590d734e99","ttft_stream_ms":1799,"time_to_request_ms":59,"first_content_frame_ms":1799,"queued_turn_count":0,"result_index":0}
