From ac70ba27f4d700f15fc7d0404db604f1d0ecd8aa Mon Sep 17 00:00:00 2001 From: swordfish-autoresearch Date: Mon, 20 Apr 2026 01:01:38 +0000 Subject: [PATCH 1/2] autoresearch: profile run 20260420T010050Z source SHA: 9a185695e6c7089adc44924cd456989316502d0b shapes: voice impls: fp16,marlin repeats: 5 GPU: NVIDIA A100-SXM4-80GB marlin SHA: 1f25790bdd49fba53106164a24666dade68d7c90 Headline (8b-b1 marlin): 0.7 TFLOPS --- docs/profiling/INDEX.md | 8 + .../20260420T010050Z/70b-tp2-b1.ncu.csv | 6 + .../20260420T010050Z/70b-tp2-b4.ncu.csv | 6 + .../20260420T010050Z/70b-tp2-b8.ncu.csv | 6 + .../marlin/20260420T010050Z/8b-b1.ncu.csv | 6 + .../marlin/20260420T010050Z/8b-b4.ncu.csv | 6 + .../marlin/20260420T010050Z/8b-b8.ncu.csv | 6 + .../marlin/20260420T010050Z/SUMMARY.md | 26 + .../profiling/marlin/20260420T010050Z/env.txt | 43 + .../marlin/20260420T010050Z/manifest.json | 223 + .../marlin/20260420T010050Z/results.csv | 13 + .../marlin/20260420T010050Z/trace.json | 354751 +++++++++++++++ 12 files changed, 355100 insertions(+) create mode 100644 docs/profiling/INDEX.md create mode 100644 docs/profiling/marlin/20260420T010050Z/70b-tp2-b1.ncu.csv create mode 100644 docs/profiling/marlin/20260420T010050Z/70b-tp2-b4.ncu.csv create mode 100644 docs/profiling/marlin/20260420T010050Z/70b-tp2-b8.ncu.csv create mode 100644 docs/profiling/marlin/20260420T010050Z/8b-b1.ncu.csv create mode 100644 docs/profiling/marlin/20260420T010050Z/8b-b4.ncu.csv create mode 100644 docs/profiling/marlin/20260420T010050Z/8b-b8.ncu.csv create mode 100644 docs/profiling/marlin/20260420T010050Z/SUMMARY.md create mode 100644 docs/profiling/marlin/20260420T010050Z/env.txt create mode 100644 docs/profiling/marlin/20260420T010050Z/manifest.json create mode 100644 docs/profiling/marlin/20260420T010050Z/results.csv create mode 100644 docs/profiling/marlin/20260420T010050Z/trace.json diff --git a/docs/profiling/INDEX.md b/docs/profiling/INDEX.md new file mode 100644 index 0000000..2a14675 --- /dev/null +++ b/docs/profiling/INDEX.md @@ -0,0 +1,8 @@ +# Autoresearch run index + +One row per profiling run produced by the swordfish-autoresearch chart. +Newest first. PR column links to the draft PR carrying the artifacts. + +| timestamp (UTC) | source SHA | shapes | impls | GPU | 8b-b1 marlin TFLOPS | run dir | PR | +|---|---|---|---|---|---|---|---| +| 20260420T010050Z | `9a18569` | voice | fp16,marlin | NVIDIA A100-SXM4-80GB | 0.7 | [`20260420T010050Z/`](./marlin/20260420T010050Z/) | _pending_ | diff --git a/docs/profiling/marlin/20260420T010050Z/70b-tp2-b1.ncu.csv b/docs/profiling/marlin/20260420T010050Z/70b-tp2-b1.ncu.csv new file mode 100644 index 0000000..5533f49 --- /dev/null +++ b/docs/profiling/marlin/20260420T010050Z/70b-tp2-b1.ncu.csv @@ -0,0 +1,6 @@ +==PROF== Connected to process 1191 (/usr/bin/python3.10) +==ERROR== ERR_NVGPUCTRPERM - The user does not have permission to access NVIDIA GPU Performance Counters on the target device 0. For instructions on enabling permissions and to get more information see https://developer.nvidia.com/ERR_NVGPUCTRPERM +{'name': '70b-tp2-b1', 'M': 1, 'N': 8192, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-70b', 'impl': 'fp16', 'ms_mean': 0.3571135997772217, 'ms_p50': 0.3571135997772217, 'ms_p95': 0.3571135997772217, 'ms_min': 0.3571135997772217, 'tflops_mean': 0.1879202137411304, 'error': None, 'speedup_vs_fp16': 1.0} +{'name': '70b-tp2-b1', 'M': 1, 'N': 8192, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-70b', 'impl': 'marlin', 'ms_mean': 0.7097536087036133, 'ms_p50': 0.7097536087036133, 'ms_p95': 0.7097536087036133, 'ms_min': 0.7097536087036133, 'tflops_mean': 0.09455233925837503, 'error': None, 'speedup_vs_fp16': 0.50315150976055} +==PROF== Disconnected from process 1191 +==WARNING== No kernels were profiled. diff --git a/docs/profiling/marlin/20260420T010050Z/70b-tp2-b4.ncu.csv b/docs/profiling/marlin/20260420T010050Z/70b-tp2-b4.ncu.csv new file mode 100644 index 0000000..2c3cf3d --- /dev/null +++ b/docs/profiling/marlin/20260420T010050Z/70b-tp2-b4.ncu.csv @@ -0,0 +1,6 @@ +==PROF== Connected to process 1375 (/usr/bin/python3.10) +==ERROR== ERR_NVGPUCTRPERM - The user does not have permission to access NVIDIA GPU Performance Counters on the target device 0. For instructions on enabling permissions and to get more information see https://developer.nvidia.com/ERR_NVGPUCTRPERM +{'name': '70b-tp2-b4', 'M': 4, 'N': 8192, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-70b', 'impl': 'fp16', 'ms_mean': 0.41987199783325196, 'ms_p50': 0.41987199783325196, 'ms_p95': 0.41987199783325196, 'ms_min': 0.41987199783325196, 'tflops_mean': 0.6393268838723712, 'error': None, 'speedup_vs_fp16': 1.0} +{'name': '70b-tp2-b4', 'M': 4, 'N': 8192, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-70b', 'impl': 'marlin', 'ms_mean': 0.6886784076690674, 'ms_p50': 0.6886784076690674, 'ms_p95': 0.6886784076690674, 'ms_min': 0.6886784076690674, 'tflops_mean': 0.3897834649826746, 'error': None, 'speedup_vs_fp16': 0.6096778890663496} +==PROF== Disconnected from process 1375 +==WARNING== No kernels were profiled. diff --git a/docs/profiling/marlin/20260420T010050Z/70b-tp2-b8.ncu.csv b/docs/profiling/marlin/20260420T010050Z/70b-tp2-b8.ncu.csv new file mode 100644 index 0000000..5440a42 --- /dev/null +++ b/docs/profiling/marlin/20260420T010050Z/70b-tp2-b8.ncu.csv @@ -0,0 +1,6 @@ +==PROF== Connected to process 1559 (/usr/bin/python3.10) +==ERROR== ERR_NVGPUCTRPERM - The user does not have permission to access NVIDIA GPU Performance Counters on the target device 0. For instructions on enabling permissions and to get more information see https://developer.nvidia.com/ERR_NVGPUCTRPERM +{'name': '70b-tp2-b8', 'M': 8, 'N': 8192, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-70b', 'impl': 'fp16', 'ms_mean': 0.43329920768737795, 'ms_p50': 0.43329920768737795, 'ms_p95': 0.43329920768737795, 'ms_min': 0.43329920768737795, 'tflops_mean': 1.2390304493410205, 'error': None, 'speedup_vs_fp16': 1.0} +{'name': '70b-tp2-b8', 'M': 8, 'N': 8192, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-70b', 'impl': 'marlin', 'ms_mean': 0.7029119968414307, 'ms_p50': 0.7029119968414307, 'ms_p95': 0.7029119968414307, 'ms_min': 0.7029119968414307, 'tflops_mean': 0.7637811197026877, 'error': None, 'speedup_vs_fp16': 0.6164345033722984} +==PROF== Disconnected from process 1559 +==WARNING== No kernels were profiled. diff --git a/docs/profiling/marlin/20260420T010050Z/8b-b1.ncu.csv b/docs/profiling/marlin/20260420T010050Z/8b-b1.ncu.csv new file mode 100644 index 0000000..87898cf --- /dev/null +++ b/docs/profiling/marlin/20260420T010050Z/8b-b1.ncu.csv @@ -0,0 +1,6 @@ +==PROF== Connected to process 639 (/usr/bin/python3.10) +==ERROR== ERR_NVGPUCTRPERM - The user does not have permission to access NVIDIA GPU Performance Counters on the target device 0. For instructions on enabling permissions and to get more information see https://developer.nvidia.com/ERR_NVGPUCTRPERM +{'name': '8b-b1', 'M': 1, 'N': 4096, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-8b', 'impl': 'fp16', 'ms_mean': 0.36798079013824464, 'ms_p50': 0.36798079013824464, 'ms_p95': 0.36798079013824464, 'ms_min': 0.36798079013824464, 'tflops_mean': 0.09118528167569324, 'error': None, 'speedup_vs_fp16': 1.0} +{'name': '8b-b1', 'M': 1, 'N': 4096, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-8b', 'impl': 'marlin', 'ms_mean': 0.665228796005249, 'ms_p50': 0.665228796005249, 'ms_p95': 0.665228796005249, 'ms_min': 0.665228796005249, 'tflops_mean': 0.05044043823944031, 'error': None, 'speedup_vs_fp16': 0.5531642531832628} +==PROF== Disconnected from process 639 +==WARNING== No kernels were profiled. diff --git a/docs/profiling/marlin/20260420T010050Z/8b-b4.ncu.csv b/docs/profiling/marlin/20260420T010050Z/8b-b4.ncu.csv new file mode 100644 index 0000000..94f379c --- /dev/null +++ b/docs/profiling/marlin/20260420T010050Z/8b-b4.ncu.csv @@ -0,0 +1,6 @@ +==PROF== Connected to process 823 (/usr/bin/python3.10) +==ERROR== ERR_NVGPUCTRPERM - The user does not have permission to access NVIDIA GPU Performance Counters on the target device 0. For instructions on enabling permissions and to get more information see https://developer.nvidia.com/ERR_NVGPUCTRPERM +{'name': '8b-b4', 'M': 4, 'N': 4096, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-8b', 'impl': 'fp16', 'ms_mean': 0.4070079803466797, 'ms_p50': 0.4070079803466797, 'ms_p95': 0.4070079803466797, 'ms_min': 0.4070079803466797, 'tflops_mean': 0.3297668214900272, 'error': None, 'speedup_vs_fp16': 1.0} +{'name': '8b-b4', 'M': 4, 'N': 4096, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-8b', 'impl': 'marlin', 'ms_mean': 0.7766079902648926, 'ms_p50': 0.7766079902648926, 'ms_p95': 0.7766079902648926, 'ms_min': 0.7766079902648926, 'tflops_mean': 0.17282558212441232, 'error': None, 'speedup_vs_fp16': 0.5240842039338968} +==PROF== Disconnected from process 823 +==WARNING== No kernels were profiled. diff --git a/docs/profiling/marlin/20260420T010050Z/8b-b8.ncu.csv b/docs/profiling/marlin/20260420T010050Z/8b-b8.ncu.csv new file mode 100644 index 0000000..b0d8024 --- /dev/null +++ b/docs/profiling/marlin/20260420T010050Z/8b-b8.ncu.csv @@ -0,0 +1,6 @@ +==PROF== Connected to process 1007 (/usr/bin/python3.10) +==ERROR== ERR_NVGPUCTRPERM - The user does not have permission to access NVIDIA GPU Performance Counters on the target device 0. For instructions on enabling permissions and to get more information see https://developer.nvidia.com/ERR_NVGPUCTRPERM +{'name': '8b-b8', 'M': 8, 'N': 4096, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-8b', 'impl': 'fp16', 'ms_mean': 0.4288832187652588, 'ms_p50': 0.4288832187652588, 'ms_p95': 0.4288832187652588, 'ms_min': 0.4288832187652588, 'tflops_mean': 0.625894052867858, 'error': None, 'speedup_vs_fp16': 1.0} +{'name': '8b-b8', 'M': 8, 'N': 4096, 'K': 4096, 'group_size': 128, 'priority': 0, 'tag': 'llama-3-8b', 'impl': 'marlin', 'ms_mean': 0.6776383876800537, 'ms_p50': 0.6776383876800537, 'ms_p95': 0.6776383876800537, 'ms_min': 0.6776383876800537, 'tflops_mean': 0.39613378002242333, 'error': None, 'speedup_vs_fp16': 0.6329086819204163} +==PROF== Disconnected from process 1007 +==WARNING== No kernels were profiled. diff --git a/docs/profiling/marlin/20260420T010050Z/SUMMARY.md b/docs/profiling/marlin/20260420T010050Z/SUMMARY.md new file mode 100644 index 0000000..ce3723d --- /dev/null +++ b/docs/profiling/marlin/20260420T010050Z/SUMMARY.md @@ -0,0 +1,26 @@ +# Autoresearch run `20260420T010050Z` + +- **source SHA:** `9a18569` +- **GPU:** NVIDIA A100-SXM4-80GB (cc 8.0, 79.3 GB) +- **CUDA / torch / triton:** 12.4 / 2.4.0a0+07cecf4168.nv24.05 / 3.0.0 +- **shapes:** `voice` **impls:** `fp16,marlin` **repeats:** 5 +- **marlin SHA:** `1f25790bdd49fba53106164a24666dade68d7c90` + +## Results + +| shape | impl | ms_mean | ms_p95 | TFLOPS | speedup vs fp16 | error | +|---|---|---|---|---|---|---| +| 8b-b1 | fp16 | 0.031 | 0.033 | 1.1 | x1.00 | | +| 8b-b1 | marlin | 0.049 | 0.050 | 0.7 | x0.64 | | +| 8b-b4 | fp16 | 0.031 | 0.032 | 4.3 | x1.00 | | +| 8b-b4 | marlin | 0.049 | 0.050 | 2.7 | x0.63 | | +| 8b-b8 | fp16 | 0.031 | 0.032 | 8.6 | x1.00 | | +| 8b-b8 | marlin | 0.050 | 0.052 | 5.4 | x0.62 | | +| 70b-tp2-b1 | fp16 | 0.050 | 0.055 | 1.3 | x1.00 | | +| 70b-tp2-b1 | marlin | 0.050 | 0.050 | 1.4 | x1.01 | | +| 70b-tp2-b4 | fp16 | 0.049 | 0.049 | 5.5 | x1.00 | | +| 70b-tp2-b4 | marlin | 0.049 | 0.050 | 5.4 | x0.99 | | +| 70b-tp2-b8 | fp16 | 0.049 | 0.049 | 10.9 | x1.00 | | +| 70b-tp2-b8 | marlin | 0.049 | 0.049 | 10.9 | x1.00 | | + +![roofline](./roofline.png) diff --git a/docs/profiling/marlin/20260420T010050Z/env.txt b/docs/profiling/marlin/20260420T010050Z/env.txt new file mode 100644 index 0000000..92d67e9 --- /dev/null +++ b/docs/profiling/marlin/20260420T010050Z/env.txt @@ -0,0 +1,43 @@ +=== profile_marlin.sh @ 20260420T010050Z === +--- host --- +Linux swordfish-profile-sf-prof-260420-005203-98ckx 6.6.126.1-1.azl3 #1 SMP PREEMPT_DYNAMIC Wed Mar 4 05:04:40 UTC 2026 x86_64 x86_64 x86_64 GNU/Linux +--- nvidia-smi --- +Mon Apr 20 01:00:50 2026 ++-----------------------------------------------------------------------------------------+ +| NVIDIA-SMI 580.105.08 Driver Version: 580.105.08 CUDA Version: 13.0 | ++-----------------------------------------+------------------------+----------------------+ +| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|=========================================+========================+======================| +| 0 NVIDIA A100-SXM4-80GB On | 00000001:00:00.0 Off | 0 | +| N/A 38C P0 67W / 400W | 0MiB / 81920MiB | 0% Default | +| | | Disabled | ++-----------------------------------------+------------------------+----------------------+ + ++-----------------------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=========================================================================================| +| No running processes found | ++-----------------------------------------------------------------------------------------+ +--- nvcc --- +nvcc: NVIDIA (R) Cuda compiler driver +Copyright (c) 2005-2024 NVIDIA Corporation +Built on Thu_Mar_28_02:18:24_PDT_2024 +Cuda compilation tools, release 12.4, V12.4.131 +Build cuda_12.4.r12.4/compiler.34097967_0 +--- nsys --- +NVIDIA Nsight Systems version 2024.2.1.106-242134037904v0 +--- ncu --- +NVIDIA (R) Nsight Compute Command Line Profiler +Copyright (c) 2018-2024 NVIDIA Corporation +Version 2024.1.1.0 (build 33998838) (public-release) +--- python / torch / triton / marlin --- +python 3.10.12 +torch 2.4.0a0+07cecf4168.nv24.05 cuda 12.4 +triton 3.0.0 +marlin unknown +--- repo SHA --- +9a185695e6c7089adc44924cd456989316502d0b diff --git a/docs/profiling/marlin/20260420T010050Z/manifest.json b/docs/profiling/marlin/20260420T010050Z/manifest.json new file mode 100644 index 0000000..9fbdf3e --- /dev/null +++ b/docs/profiling/marlin/20260420T010050Z/manifest.json @@ -0,0 +1,223 @@ +{ + "env": { + "host": "swordfish-profile-sf-prof-260420-005203-98ckx", + "os": "Linux 6.6.126.1-1.azl3", + "python": "3.10.12", + "torch": "2.4.0a0+07cecf4168.nv24.05", + "cuda_available": true, + "timestamp": "2026-04-20T01:00:56+0000", + "gpu_name": "NVIDIA A100-SXM4-80GB", + "gpu_cc": "8.0", + "gpu_mem_gb": 79.3, + "gpu_sm_count": 108, + "torch_cuda": "12.4", + "cudnn": 90100, + "triton": "3.0.0" + }, + "rows": [ + { + "name": "8b-b1", + "M": 1, + "N": 4096, + "K": 4096, + "group_size": 128, + "priority": 0, + "tag": "llama-3-8b", + "impl": "fp16", + "ms_mean": 0.031485823631286616, + "ms_p50": 0.03128191947937012, + "ms_p95": 0.03333247900009155, + "ms_min": 0.030536320209503174, + "tflops_mean": 1.065699674651606, + "error": null, + "speedup_vs_fp16": 1.0 + }, + { + "name": "8b-b1", + "M": 1, + "N": 4096, + "K": 4096, + "group_size": 128, + "priority": 0, + "tag": "llama-3-8b", + "impl": "marlin", + "ms_mean": 0.04932159900665283, + "ms_p50": 0.04929855823516846, + "ms_p95": 0.050101118087768556, + "ms_min": 0.04868607997894287, + "tflops_mean": 0.6803192247573715, + "error": null, + "speedup_vs_fp16": 0.6383779979850125 + }, + { + "name": "8b-b4", + "M": 4, + "N": 4096, + "K": 4096, + "group_size": 128, + "priority": 0, + "tag": "llama-3-8b", + "impl": "fp16", + "ms_mean": 0.031109248161315918, + "ms_p50": 0.03108288049697876, + "ms_p95": 0.031852159500122074, + "ms_min": 0.030641920566558838, + "tflops_mean": 4.3143996056741285, + "error": null, + "speedup_vs_fp16": 1.0 + }, + { + "name": "8b-b4", + "M": 4, + "N": 4096, + "K": 4096, + "group_size": 128, + "priority": 0, + "tag": "llama-3-8b", + "impl": "marlin", + "ms_mean": 0.049413503646850584, + "ms_p50": 0.04933504104614258, + "ms_p95": 0.04998335838317871, + "ms_min": 0.04883967876434326, + "tflops_mean": 2.7162155705296662, + "error": null, + "speedup_vs_fp16": 0.6295697707179017 + }, + { + "name": "8b-b8", + "M": 8, + "N": 4096, + "K": 4096, + "group_size": 128, + "priority": 0, + "tag": "llama-3-8b", + "impl": "fp16", + "ms_mean": 0.031138304233551024, + "ms_p50": 0.031077120304107666, + "ms_p95": 0.03157824039459228, + "ms_min": 0.030805120468139647, + "tflops_mean": 8.620747423707328, + "error": null, + "speedup_vs_fp16": 1.0 + }, + { + "name": "8b-b8", + "M": 8, + "N": 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0, + "blocks per SM": 4.000000, + "warps per SM": 64.000000, + "grid": [216, 2, 1], + "block": [512, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62190, "pid": 0, "tid": 7, "ts": 1776646858850028, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858849972, "dur": 8, + "args": { + "External id": 7835, + "cbid": 211, "correlation": 62190 + } + }, + { + "ph": "s", "id": 62190, "pid": 435, "tid": 435, "ts": 1776646858849972, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858850157, "dur": 138, + "args": { + "External id": 7846, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62203, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62203, "pid": 0, "tid": 7, "ts": 1776646858850157, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858850031, "dur": 8, + "args": { + "External id": 7846, + "cbid": 211, "correlation": 62203 + } + }, + { + "ph": "s", "id": 62203, "pid": 435, "tid": 435, "ts": 1776646858850031, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858850297, "dur": 63, + "args": { + "External id": 7849, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62214, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62214, "pid": 0, "tid": 7, "ts": 1776646858850297, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858850066, "dur": 7, + "args": { + "External id": 7849, + "cbid": 211, "correlation": 62214 + } + }, + { + "ph": "s", "id": 62214, "pid": 435, "tid": 435, "ts": 1776646858850066, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858850362, "dur": 181, + "args": { + "External id": 7853, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62227, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62227, "pid": 0, "tid": 7, "ts": 1776646858850362, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858850095, "dur": 7, + "args": { + "External id": 7853, + "cbid": 211, "correlation": 62227 + } + }, + { + "ph": "s", "id": 62227, "pid": 435, "tid": 435, "ts": 1776646858850095, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646858850119, "dur": 1, + "args": { + "External id": 7854, + "cbid": 317, "correlation": 62237 + } + }, + { + "ph": "f", "id": 62237, "pid": 435, "tid": 435, "ts": 1776646858850119, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646858850120, "dur": 336, + "args": { + "External id": 7854, + "cbid": 20, "correlation": 62238 + } + }, + { + "ph": "f", "id": 62238, "pid": 435, "tid": 435, "ts": 1776646858850120, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BinaryFunctor >, at::detail::Array >(int, at::native::BinaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858850545, "dur": 114, + "args": { + "External id": 7854, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62242, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62242, "pid": 0, "tid": 7, "ts": 1776646858850545, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858850468, "dur": 12, + "args": { + "External id": 7854, + "cbid": 211, "correlation": 62242 + } + }, + { + "ph": "s", "id": 62242, "pid": 435, "tid": 435, "ts": 1776646858850468, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858850661, "dur": 517, + "args": { + "External id": 7862, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62256, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62256, "pid": 0, "tid": 7, "ts": 1776646858850661, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858850540, "dur": 8, + "args": { + "External id": 7862, + "cbid": 211, "correlation": 62256 + } + }, + { + "ph": "s", "id": 62256, "pid": 435, "tid": 435, "ts": 1776646858850540, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859070998, "dur": 37082, + "args": { + "External id": 7878, + "device": 0, "context": 1, + "stream": 7, "correlation": 62272, + "bytes": 67108864, "memory bandwidth (GB/s)": 1.8097193145516113 + } + }, + { + "ph": "f", "id": 62272, "pid": 0, "tid": 7, "ts": 1776646859070998, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859070856, "dur": 37180, + "args": { + "External id": 7878, + "cbid": 41, "correlation": 62272 + } + }, + { + "ph": "s", "id": 62272, "pid": 435, "tid": 435, "ts": 1776646859070856, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859108046, "dur": 45, + "args": { + "External id": 7878, + "cbid": 131, "correlation": 62273 + } + }, + { + "ph": "s", "id": 62273, "pid": 435, "tid": 435, "ts": 1776646859108046, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859221349, "dur": 76, + "args": { + "External id": 7881, + "device": 0, "context": 1, + "stream": 7, "correlation": 62278, + "bytes": 67108864, "memory bandwidth (GB/s)": 877.8482347247112 + } + }, + { + "ph": "f", "id": 62278, "pid": 0, "tid": 7, "ts": 1776646859221349, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859221284, "dur": 63, + "args": { + "External id": 7881, + "cbid": 41, "correlation": 62278 + } + }, + { + "ph": "s", "id": 62278, "pid": 435, "tid": 435, "ts": 1776646859221284, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859221910, "dur": 4504, + "args": { + "External id": 7890, + "device": 0, "context": 1, + "stream": 7, "correlation": 62293, + "bytes": 16777216, "memory bandwidth (GB/s)": 3.7247069192694546 + } + }, + { + "ph": "f", "id": 62293, "pid": 0, "tid": 7, "ts": 1776646859221910, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859221593, "dur": 4777, + "args": { + "External id": 7890, + "cbid": 41, "correlation": 62293 + } + }, + { + "ph": "s", "id": 62293, "pid": 435, "tid": 435, "ts": 1776646859221593, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859226372, "dur": 51, + "args": { + "External id": 7890, + "cbid": 131, "correlation": 62294 + } + }, + { + "ph": "s", "id": 62294, "pid": 435, "tid": 435, "ts": 1776646859226372, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859226690, "dur": 25, + "args": { + "External id": 7894, + "device": 0, "context": 1, + "stream": 7, "correlation": 62306, + "bytes": 524288, "memory bandwidth (GB/s)": 20.79187817258883 + } + }, + { + "ph": "f", "id": 62306, "pid": 0, "tid": 7, "ts": 1776646859226690, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859226643, "dur": 45, + "args": { + "External id": 7894, + "cbid": 41, "correlation": 62306 + } + }, + { + "ph": "s", "id": 62306, "pid": 435, "tid": 435, "ts": 1776646859226643, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859226689, "dur": 33, + "args": { + "External id": 7894, + "cbid": 131, "correlation": 62307 + } + }, + { + "ph": "s", "id": 62307, "pid": 435, "tid": 435, "ts": 1776646859226689, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859226756, "dur": 1, + "args": { + "External id": 7898, + "device": 0, "context": 1, + "stream": 7, "correlation": 62319, + "bytes": 4096, "memory bandwidth (GB/s)": 2.6666666666666665 + } + }, + { + "ph": "f", "id": 62319, "pid": 0, "tid": 7, "ts": 1776646859226756, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859226746, "dur": 5, + "args": { + "External id": 7898, + "cbid": 41, "correlation": 62319 + } + }, + { + "ph": "s", "id": 62319, "pid": 435, "tid": 435, "ts": 1776646859226746, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859226752, "dur": 10, + "args": { + "External id": 7898, + "cbid": 131, "correlation": 62320 + } + }, + { + "ph": "s", "id": 62320, "pid": 435, "tid": 435, "ts": 1776646859226752, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859226913, "dur": 1031, + "args": { + "External id": 7913, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62332, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62332, "pid": 0, "tid": 7, "ts": 1776646859226913, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859226892, "dur": 22, + "args": { + "External id": 7913, + "cbid": 211, "correlation": 62332 + } + }, + { + "ph": "s", "id": 62332, "pid": 435, "tid": 435, "ts": 1776646859226892, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859227946, "dur": 7, + "args": { + "External id": 7919, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62346, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 4.740741, + "warps per SM": 18.962963, + "grid": [512, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 30 + } + }, + { + "ph": "f", "id": 62346, "pid": 0, "tid": 7, "ts": 1776646859227946, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859226950, "dur": 8, + "args": { + "External id": 7919, + "cbid": 211, "correlation": 62346 + } + }, + { + "ph": "s", "id": 62346, "pid": 435, "tid": 435, "ts": 1776646859226950, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646859226989, "dur": 2, + "args": { + "External id": 7921, + "cbid": 317, "correlation": 62356 + } + }, + { + "ph": "f", "id": 62356, "pid": 435, "tid": 435, "ts": 1776646859226989, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646859226993, "dur": 514, + "args": { + "External id": 7921, + "cbid": 20, "correlation": 62357 + } + }, + { + "ph": "f", "id": 62357, "pid": 435, "tid": 435, "ts": 1776646859226993, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859227955, "dur": 251, + "args": { + "External id": 7921, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62361, + "registers per thread": 20, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62361, "pid": 0, "tid": 7, "ts": 1776646859227955, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859227523, "dur": 13, + "args": { + "External id": 7921, + "cbid": 211, "correlation": 62361 + } + }, + { + "ph": "s", "id": 62361, "pid": 435, "tid": 435, "ts": 1776646859227523, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646859227561, "dur": 0, + "args": { + "External id": 7922, + "cbid": 317, "correlation": 62370 + } + }, + { + "ph": "f", "id": 62370, "pid": 435, "tid": 435, "ts": 1776646859227561, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646859227562, "dur": 217, + "args": { + "External id": 7922, + "cbid": 20, "correlation": 62371 + } + }, + { + "ph": "f", "id": 62371, "pid": 435, "tid": 435, "ts": 1776646859227562, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646859228208, "dur": 76, + "args": { + "External id": 7922, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62375, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62375, "pid": 0, "tid": 7, "ts": 1776646859228208, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859227791, "dur": 12, + "args": { + "External id": 7922, + "cbid": 211, "correlation": 62375 + } + }, + { + "ph": "s", "id": 62375, "pid": 435, "tid": 435, "ts": 1776646859227791, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646859227829, "dur": 0, + "args": { + "External id": 7925, + "cbid": 317, "correlation": 62384 + } + }, + { + "ph": "f", "id": 62384, "pid": 435, "tid": 435, "ts": 1776646859227829, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646859227830, "dur": 217, + "args": { + "External id": 7925, + "cbid": 20, "correlation": 62385 + } + }, + { + "ph": "f", "id": 62385, "pid": 435, "tid": 435, "ts": 1776646859227830, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646859228286, "dur": 194, + "args": { + "External id": 7926, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62392, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62392, "pid": 0, "tid": 7, "ts": 1776646859228286, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859228065, "dur": 14, + "args": { + "External id": 7926, + "cbid": 211, "correlation": 62392 + } + }, + { + "ph": "s", "id": 62392, "pid": 435, "tid": 435, "ts": 1776646859228065, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646859228482, "dur": 150, + "args": { + "External id": 7927, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62399, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62399, "pid": 0, "tid": 7, "ts": 1776646859228482, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859228118, "dur": 8, + "args": { + "External id": 7927, + "cbid": 211, "correlation": 62399 + } + }, + { + "ph": "s", "id": 62399, "pid": 435, "tid": 435, "ts": 1776646859228118, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646859228151, "dur": 1, + "args": { + "External id": 7928, + "cbid": 317, "correlation": 62408 + } + }, + { + "ph": "f", "id": 62408, "pid": 435, "tid": 435, "ts": 1776646859228151, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646859228152, "dur": 215, + "args": { + "External id": 7928, + "cbid": 20, "correlation": 62409 + } + }, + { + "ph": "f", "id": 62409, "pid": 435, "tid": 435, "ts": 1776646859228152, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array >(int, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646859228634, "dur": 157, + "args": { + "External id": 7928, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62413, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62413, "pid": 0, "tid": 7, "ts": 1776646859228634, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859228381, "dur": 12, + "args": { + "External id": 7928, + "cbid": 211, "correlation": 62413 + } + }, + { + "ph": "s", "id": 62413, "pid": 435, "tid": 435, "ts": 1776646859228381, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859228793, "dur": 200, + "args": { + "External id": 7938, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62426, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 1213.629639, + "warps per SM": 4854.518555, + "grid": [131072, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62426, "pid": 0, "tid": 7, "ts": 1776646859228793, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859228456, "dur": 9, + "args": { + "External id": 7938, + "cbid": 211, "correlation": 62426 + } + }, + { + "ph": "s", "id": 62426, "pid": 435, "tid": 435, "ts": 1776646859228456, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859228996, "dur": 1, + "args": { + "External id": 7948, + "device": 0, "context": 1, + "stream": 7, "correlation": 62441, + "bytes": 512, "memory bandwidth (GB/s)": 0.3902439024390244 + } + }, + { + "ph": "f", "id": 62441, "pid": 0, "tid": 7, "ts": 1776646859228996, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859228546, "dur": 10, + "args": { + "External id": 7948, + "cbid": 41, "correlation": 62441 + } + }, + { + "ph": "s", "id": 62441, "pid": 435, "tid": 435, "ts": 1776646859228546, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859228557, "dur": 446, + "args": { + "External id": 7948, + "cbid": 131, "correlation": 62442 + } + }, + { + "ph": "s", "id": 62442, "pid": 435, "tid": 435, "ts": 1776646859228557, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646859229038, "dur": 0, + "args": { + "External id": 7950, + "cbid": 317, "correlation": 62450 + } + }, + { + "ph": "f", "id": 62450, "pid": 435, "tid": 435, "ts": 1776646859229038, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646859229040, "dur": 218, + "args": { + "External id": 7950, + "cbid": 20, "correlation": 62451 + } + }, + { + "ph": "f", "id": 62451, "pid": 435, "tid": 435, "ts": 1776646859229040, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859229286, "dur": 10, + "args": { + "External id": 7950, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62455, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 4.740741, + "warps per SM": 18.962963, + "grid": [512, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 30 + } + }, + { + "ph": "f", "id": 62455, "pid": 0, "tid": 7, "ts": 1776646859229286, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859229271, "dur": 15, + "args": { + "External id": 7950, + "cbid": 211, "correlation": 62455 + } + }, + { + "ph": "s", "id": 62455, "pid": 435, "tid": 435, "ts": 1776646859229271, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859229364, "dur": 219, + "args": { + "External id": 7964, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62470, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 1213.629639, + "warps per SM": 4854.518555, + "grid": [131072, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 62470, "pid": 0, "tid": 7, "ts": 1776646859229364, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859229353, "dur": 8, + "args": { + "External id": 7964, + "cbid": 211, "correlation": 62470 + } + }, + { + "ph": "s", "id": 62470, "pid": 435, "tid": 435, "ts": 1776646859229353, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859229586, "dur": 1, + "args": { + "External id": 7974, + "device": 0, "context": 1, + "stream": 7, "correlation": 62485, + "bytes": 8192, "memory bandwidth (GB/s)": 4.413793103448276 + } + }, + { + "ph": "f", "id": 62485, "pid": 0, "tid": 7, "ts": 1776646859229586, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859229412, "dur": 10, + "args": { + "External id": 7974, + "cbid": 41, "correlation": 62485 + } + }, + { + "ph": "s", "id": 62485, "pid": 435, "tid": 435, "ts": 1776646859229412, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859229423, "dur": 169, + "args": { + "External id": 7974, + "cbid": 131, "correlation": 62486 + } + }, + { + "ph": "s", "id": 62486, "pid": 435, "tid": 435, "ts": 1776646859229423, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859229624, "dur": 249, + "args": { + "External id": 7970, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 62495, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 75 + } + }, + { + "ph": "f", "id": 62495, "pid": 0, "tid": 7, "ts": 1776646859229624, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, 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at::CUDAGeneratorImpl*)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(float)#1})::{lambda(curandStatePhilox4_32_10*)#2} const&, at::native::templates::cuda::normal_kernel(at::TensorBase const&, double, double, at::CUDAGeneratorImpl*)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(float)#1})::{lambda(int, float)#1})", "pid": 0, "tid": 7, + "ts": 1776646859492135, "dur": 167, + "args": { + "External id": 9511, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 70588, + "registers per thread": 38, + "shared memory": 0, + "blocks per SM": 8.000000, + "warps per SM": 64.000000, + "grid": [864, 1, 1], + "block": [256, 1, 1], + "est. achieved occupancy %": 75 + } + }, + { + "ph": "f", "id": 70588, "pid": 0, "tid": 7, "ts": 1776646859492135, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859492125, "dur": 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"dur": 33, + "args": { + "External id": 9557, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 70758, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 70758, "pid": 0, "tid": 7, "ts": 1776646859493451, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859492937, "dur": 9, + "args": { + "External id": 9557, + "cbid": 211, "correlation": 70758 + } + }, + { + "ph": "s", "id": 70758, "pid": 435, "tid": 435, "ts": 1776646859492937, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646859493486, "dur": 58, + "args": { + "External id": 9561, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 70771, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 70771, "pid": 0, "tid": 7, "ts": 1776646859493486, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859492971, "dur": 7, + "args": { + "External id": 9561, + "cbid": 211, "correlation": 70771 + } + }, + { + "ph": "s", "id": 70771, "pid": 435, "tid": 435, "ts": 1776646859492971, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BUnaryFunctor, at::detail::Array >(int, at::native::BUnaryFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646859493546, "dur": 33, + "args": { + "External id": 9562, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 70785, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 70785, "pid": 0, "tid": 7, "ts": 1776646859493546, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859493005, "dur": 7, + "args": { + "External id": 9562, + "cbid": 211, "correlation": 70785 + } + }, + { + "ph": "s", "id": 70785, "pid": 435, "tid": 435, "ts": 1776646859493005, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646859493581, "dur": 58, + "args": { + "External id": 9567, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 70798, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 70798, "pid": 0, "tid": 7, "ts": 1776646859493581, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859493032, "dur": 6, + "args": { + "External id": 9567, + "cbid": 211, "correlation": 70798 + } + }, + { + "ph": "s", "id": 70798, "pid": 435, "tid": 435, "ts": 1776646859493032, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::(anonymous namespace)::CatArrayBatchedCopy_contig, unsigned int, 3, 128, 1>(at::native::(anonymous namespace)::OpaqueType<1u>*, at::native::(anonymous namespace)::CatArrInputTensorMetadata, unsigned int, 128, 1>, at::native::(anonymous namespace)::TensorSizeStride, int, unsigned int)", "pid": 0, "tid": 7, + "ts": 1776646859493641, "dur": 127, + "args": { + "External id": 9573, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 70810, + "registers per thread": 21, + "shared memory": 0, + "blocks per SM": 4.000000, + "warps per SM": 64.000000, + "grid": [216, 2, 1], + "block": [512, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 70810, "pid": 0, "tid": 7, "ts": 1776646859493641, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859493107, "dur": 16, + "args": { + "External id": 9573, + "cbid": 211, "correlation": 70810 + } + }, + { + "ph": "s", "id": 70810, "pid": 435, "tid": 435, "ts": 1776646859493107, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859493770, "dur": 138, + "args": { + "External id": 9584, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 70823, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 70823, "pid": 0, "tid": 7, "ts": 1776646859493770, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859493194, "dur": 9, + "args": { + "External id": 9584, + "cbid": 211, "correlation": 70823 + } + }, + { + "ph": "s", "id": 70823, "pid": 435, "tid": 435, "ts": 1776646859493194, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646859493910, "dur": 63, + "args": { + "External id": 9587, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 70834, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 70834, "pid": 0, "tid": 7, "ts": 1776646859493910, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859493250, "dur": 8, + "args": { + "External id": 9587, + "cbid": 211, "correlation": 70834 + } + }, + { + "ph": "s", "id": 70834, "pid": 435, "tid": 435, "ts": 1776646859493250, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646859493975, "dur": 181, + "args": { + "External id": 9591, + "queued": 0, "device": 0, 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"pid": 435, "tid": 435, "ts": 1776646859493539, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaOccupancyMaxActiveBlocksPerMultiprocessor", "pid": 435, "tid": 435, + "ts": 1776646859493560, "dur": 0, + "args": { + "External id": 9594, + "cbid": 210, "correlation": 70886 + } + }, + { + "ph": "f", "id": 70886, "pid": 435, "tid": 435, "ts": 1776646859493560, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "ampere_fp16_s16816gemm_fp16_128x64_ldg8_f2f_stages_64x4_nn", "pid": 0, "tid": 7, + "ts": 1776646859494274, "dur": 49, + "args": { + "External id": 9594, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 70887, + "registers per thread": 150, + "shared memory": 98304, + "blocks per SM": 0.592593, + "warps per SM": 2.370370, + "grid": [64, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 70887, "pid": 0, "tid": 7, "ts": 1776646859494274, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859493565, "dur": 13, + "args": { + "External id": 9594, + "cbid": 211, "correlation": 70887 + } + }, + { + "ph": "s", "id": 70887, "pid": 435, "tid": 435, "ts": 1776646859493565, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaOccupancyMaxActiveBlocksPerMultiprocessor", "pid": 435, "tid": 435, + "ts": 1776646859493613, "dur": 0, + "args": { + "External id": 9596, + "cbid": 210, "correlation": 70914 + } + }, + { + "ph": "f", "id": 70914, "pid": 435, "tid": 435, "ts": 1776646859493613, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "ampere_fp16_s16816gemm_fp16_128x64_ldg8_f2f_stages_64x4_nn", "pid": 0, "tid": 7, + "ts": 1776646859494326, "dur": 43, + "args": { + "External id": 9596, + "queued": 0, "device": 0, "context": 1, + 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"block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79496, "pid": 0, "tid": 7, "ts": 1776646859509514, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859509474, "dur": 7, + "args": { + "External id": 10200, + "cbid": 211, "correlation": 79496 + } + }, + { + "ph": "s", "id": 79496, "pid": 435, "tid": 435, "ts": 1776646859509474, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646859509549, "dur": 58, + "args": { + "External id": 10205, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79509, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79509, "pid": 0, "tid": 7, "ts": 1776646859509549, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859509501, "dur": 6, + "args": { + "External id": 10205, + "cbid": 211, "correlation": 79509 + } + }, + { + "ph": "s", "id": 79509, "pid": 435, "tid": 435, "ts": 1776646859509501, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::(anonymous namespace)::CatArrayBatchedCopy_contig, unsigned int, 3, 128, 1>(at::native::(anonymous namespace)::OpaqueType<1u>*, at::native::(anonymous namespace)::CatArrInputTensorMetadata, unsigned int, 128, 1>, at::native::(anonymous namespace)::TensorSizeStride, int, unsigned int)", "pid": 0, "tid": 7, + "ts": 1776646859509608, "dur": 128, + "args": { + "External id": 10211, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79521, + "registers per thread": 21, + "shared memory": 0, + "blocks per SM": 4.000000, + "warps per SM": 64.000000, + "grid": [216, 2, 1], + "block": [512, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79521, "pid": 0, "tid": 7, "ts": 1776646859509608, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859509541, "dur": 7, + "args": { + "External id": 10211, + "cbid": 211, "correlation": 79521 + } + 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1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79534, "pid": 0, "tid": 7, "ts": 1776646859509738, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859509596, "dur": 8, + "args": { + "External id": 10222, + "cbid": 211, "correlation": 79534 + } + }, + { + "ph": "s", "id": 79534, "pid": 435, "tid": 435, "ts": 1776646859509596, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646859509877, "dur": 63, + "args": { + "External id": 10225, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79545, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 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"External id": 10254, + "cbid": 41, "correlation": 79599 + } + }, + { + "ph": "s", "id": 79599, "pid": 435, "tid": 435, "ts": 1776646859726989, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859736056, "dur": 37, + "args": { + "External id": 10254, + "cbid": 131, "correlation": 79600 + } + }, + { + "ph": "s", "id": 79600, "pid": 435, "tid": 435, "ts": 1776646859736056, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859830469, "dur": 76, + "args": { + "External id": 10257, + "device": 0, "context": 1, + "stream": 7, "correlation": 79605, + "bytes": 67108864, "memory bandwidth (GB/s)": 880.0469995803609 + } + }, + { + "ph": "f", "id": 79605, "pid": 0, "tid": 7, "ts": 1776646859830469, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859830402, "dur": 65, + "args": { + "External id": 10257, + "cbid": 41, "correlation": 79605 + } + }, + { + "ph": "s", "id": 79605, "pid": 435, "tid": 435, "ts": 1776646859830402, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859831023, "dur": 4472, + "args": { + "External id": 10266, + "device": 0, "context": 1, + "stream": 7, "correlation": 79620, + "bytes": 16777216, "memory bandwidth (GB/s)": 3.75082015298195 + } + }, + { + "ph": "f", "id": 79620, "pid": 0, "tid": 7, "ts": 1776646859831023, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859830725, "dur": 4713, + "args": { + "External id": 10266, + "cbid": 41, "correlation": 79620 + } + }, + { + "ph": "s", "id": 79620, "pid": 435, "tid": 435, "ts": 1776646859830725, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859835440, "dur": 65, + "args": { + "External id": 10266, + "cbid": 131, "correlation": 79621 + } + }, + { + "ph": "s", "id": 79621, "pid": 435, "tid": 435, "ts": 1776646859835440, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859835585, "dur": 31, + "args": { + "External id": 10270, + "device": 0, "context": 1, + "stream": 7, "correlation": 79633, + "bytes": 524288, "memory bandwidth (GB/s)": 16.752556237218815 + } + }, + { + "ph": "f", "id": 79633, "pid": 0, "tid": 7, "ts": 1776646859835585, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859835540, "dur": 43, + "args": { + "External id": 10270, + "cbid": 41, "correlation": 79633 + } + }, + { + "ph": "s", "id": 79633, "pid": 435, "tid": 435, "ts": 1776646859835540, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859835584, "dur": 40, + "args": { + "External id": 10270, + "cbid": 131, "correlation": 79634 + } + }, + { + "ph": "s", "id": 79634, "pid": 435, "tid": 435, "ts": 1776646859835584, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859835656, "dur": 1, + "args": { + "External id": 10274, + "device": 0, "context": 1, + "stream": 7, "correlation": 79646, + "bytes": 4096, "memory bandwidth (GB/s)": 2.6122448979591835 + } + }, + { + "ph": "f", "id": 79646, "pid": 0, "tid": 7, "ts": 1776646859835656, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859835645, "dur": 6, + "args": { + "External id": 10274, + "cbid": 41, "correlation": 79646 + } + }, + { + "ph": "s", "id": 79646, "pid": 435, "tid": 435, "ts": 1776646859835645, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859835652, "dur": 10, + "args": { + "External id": 10274, + "cbid": 131, "correlation": 79647 + } + }, + { + "ph": "s", "id": 79647, "pid": 435, "tid": 435, "ts": 1776646859835652, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859835822, "dur": 1036, + "args": { + "External id": 10289, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79659, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79659, "pid": 0, "tid": 7, "ts": 1776646859835822, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859835801, "dur": 22, + "args": { + "External id": 10289, + "cbid": 211, "correlation": 79659 + } + }, + { + "ph": "s", "id": 79659, "pid": 435, "tid": 435, "ts": 1776646859835801, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859836860, "dur": 7, + "args": { + "External id": 10295, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79673, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 4.740741, + "warps per SM": 18.962963, + "grid": [512, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 30 + } + }, + { + "ph": "f", "id": 79673, "pid": 0, "tid": 7, "ts": 1776646859836860, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859835859, "dur": 8, + "args": { + "External id": 10295, + "cbid": 211, "correlation": 79673 + } + }, + { + "ph": "s", "id": 79673, "pid": 435, "tid": 435, "ts": 1776646859835859, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859836868, "dur": 250, + "args": { + "External id": 10297, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79684, + "registers per thread": 20, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79684, "pid": 0, "tid": 7, "ts": 1776646859836868, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859835900, "dur": 8, + "args": { + "External id": 10297, + "cbid": 211, "correlation": 79684 + } + }, + { + "ph": "s", "id": 79684, "pid": 435, "tid": 435, "ts": 1776646859835900, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646859837120, "dur": 76, + "args": { + "External id": 10298, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79694, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79694, "pid": 0, "tid": 7, "ts": 1776646859837120, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859835929, "dur": 7, + "args": { + "External id": 10298, + "cbid": 211, "correlation": 79694 + } + }, + { + "ph": "s", "id": 79694, "pid": 435, "tid": 435, "ts": 1776646859835929, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646859837198, "dur": 194, + "args": { + "External id": 10302, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79707, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79707, "pid": 0, "tid": 7, "ts": 1776646859837198, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859835960, "dur": 8, + "args": { + "External id": 10302, + "cbid": 211, "correlation": 79707 + } + }, + { + "ph": "s", "id": 79707, "pid": 435, "tid": 435, "ts": 1776646859835960, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646859837394, "dur": 152, + "args": { + "External id": 10303, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79714, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79714, "pid": 0, "tid": 7, "ts": 1776646859837394, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859836001, "dur": 7, + "args": { + "External id": 10303, + "cbid": 211, "correlation": 79714 + } + }, + { + "ph": "s", "id": 79714, "pid": 435, "tid": 435, "ts": 1776646859836001, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array >(int, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646859837548, "dur": 157, + "args": { + "External id": 10304, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79724, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79724, "pid": 0, "tid": 7, "ts": 1776646859837548, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859836040, "dur": 7, + "args": { + "External id": 10304, + "cbid": 211, "correlation": 79724 + } + }, + { + "ph": "s", "id": 79724, "pid": 435, "tid": 435, "ts": 1776646859836040, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859837707, "dur": 200, + "args": { + "External id": 10314, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79737, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 1213.629639, + "warps per SM": 4854.518555, + "grid": [131072, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79737, "pid": 0, "tid": 7, "ts": 1776646859837707, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859836096, "dur": 8, + "args": { + "External id": 10314, + "cbid": 211, "correlation": 79737 + } + }, + { + "ph": "s", "id": 79737, "pid": 435, "tid": 435, "ts": 1776646859836096, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859837909, "dur": 1, + "args": { + "External id": 10324, + "device": 0, "context": 1, + "stream": 7, "correlation": 79752, + "bytes": 512, "memory bandwidth (GB/s)": 0.38095238095238093 + } + }, + { + "ph": "f", "id": 79752, "pid": 0, "tid": 7, "ts": 1776646859837909, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859836194, "dur": 10, + "args": { + "External id": 10324, + "cbid": 41, "correlation": 79752 + } + }, + { + "ph": "s", "id": 79752, "pid": 435, "tid": 435, "ts": 1776646859836194, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859836205, "dur": 1711, + "args": { + "External id": 10324, + "cbid": 131, "correlation": 79753 + } + }, + { + "ph": "s", "id": 79753, "pid": 435, "tid": 435, "ts": 1776646859836205, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859837969, "dur": 9, + "args": { + "External id": 10326, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79762, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 4.740741, + "warps per SM": 18.962963, + "grid": [512, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 30 + } + }, + { + "ph": "f", "id": 79762, "pid": 0, "tid": 7, "ts": 1776646859837969, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859837955, "dur": 11, + "args": { + "External id": 10326, + "cbid": 211, "correlation": 79762 + } + }, + { + "ph": "s", "id": 79762, "pid": 435, "tid": 435, "ts": 1776646859837955, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859838032, "dur": 219, + "args": { + "External id": 10340, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79777, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 1213.629639, + "warps per SM": 4854.518555, + "grid": [131072, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 79777, "pid": 0, "tid": 7, "ts": 1776646859838032, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859838022, "dur": 8, + "args": { + "External id": 10340, + "cbid": 211, "correlation": 79777 + } + }, + { + "ph": "s", "id": 79777, "pid": 435, "tid": 435, "ts": 1776646859838022, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646859838254, "dur": 1, + "args": { + "External id": 10350, + "device": 0, "context": 1, + "stream": 7, "correlation": 79792, + "bytes": 8192, "memory bandwidth (GB/s)": 4.571428571428571 + } + }, + { + "ph": "f", "id": 79792, "pid": 0, "tid": 7, "ts": 1776646859838254, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859838078, "dur": 9, + "args": { + "External id": 10350, + "cbid": 41, "correlation": 79792 + } + }, + { + "ph": "s", "id": 79792, "pid": 435, "tid": 435, "ts": 1776646859838078, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646859838088, "dur": 173, + "args": { + "External id": 10350, + "cbid": 131, "correlation": 79793 + } + }, + { + "ph": "s", "id": 79793, "pid": 435, "tid": 435, "ts": 1776646859838088, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646859838297, "dur": 248, + "args": { + "External id": 10346, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79802, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 75 + } + }, + { + "ph": "f", "id": 79802, "pid": 0, "tid": 7, "ts": 1776646859838297, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646859838284, "dur": 11, + "args": { + "External id": 10346, + "cbid": 211, "correlation": 79802 + } + }, + { + "ph": "s", "id": 79802, "pid": 435, "tid": 435, "ts": 1776646859838284, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoH (Device -> Pageable)", "pid": 0, "tid": 7, + "ts": 1776646859860951, "dur": 141867, + "args": { + "External id": 10359, + "device": 0, "context": 1, + "stream": 7, "correlation": 79810, + "bytes": 134217728, "memory bandwidth (GB/s)": 0.9460805658263755 + } + }, + { + "ph": "f", "id": 79810, "pid": 0, "tid": 7, "ts": 1776646859860951, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646859860910, "dur": 143153, + "args": { + "External id": 10359, + "cbid": 41, "correlation": 79810 + } + }, + { + "ph": "s", "id": 79810, "pid": 435, "tid": 435, "ts": 1776646859860910, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860004066, "dur": 13, + "args": { + "External id": 10359, + "cbid": 131, "correlation": 79811 + } + }, + { + "ph": "s", "id": 79811, "pid": 435, "tid": 435, "ts": 1776646860004066, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860122465, "dur": 1218, + "args": { + "External id": 10369, + "device": 0, "context": 1, + "stream": 7, "correlation": 79823, + "bytes": 16777216, "memory bandwidth (GB/s)": 13.772090717154105 + } + }, + { + "ph": "f", "id": 79823, "pid": 0, "tid": 7, "ts": 1776646860122465, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860122308, "dur": 1324, + "args": { + "External id": 10369, + "cbid": 41, "correlation": 79823 + } + }, + { + "ph": "s", "id": 79823, "pid": 435, "tid": 435, "ts": 1776646860122308, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860123637, "dur": 56, + "args": { + "External id": 10369, + "cbid": 131, "correlation": 79824 + } + }, + { + "ph": "s", "id": 79824, "pid": 435, "tid": 435, "ts": 1776646860123637, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860123911, "dur": 16, + "args": { + "External id": 10375, + "device": 0, "context": 1, + "stream": 7, "correlation": 79829, + "bytes": 16777216, "memory bandwidth (GB/s)": 1026.0666625894441 + } + }, + { + "ph": "f", "id": 79829, "pid": 0, "tid": 7, "ts": 1776646860123911, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860123857, "dur": 51, + "args": { + "External id": 10375, + "cbid": 41, "correlation": 79829 + } + }, + { + "ph": "s", "id": 79829, "pid": 435, "tid": 435, "ts": 1776646860123857, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860123962, "dur": 3, + "args": { + "External id": 10381, + "device": 0, "context": 1, + "stream": 7, "correlation": 79837, + "bytes": 524288, "memory bandwidth (GB/s)": 140.03418803418805 + } + }, + { + "ph": "f", "id": 79837, "pid": 0, "tid": 7, "ts": 1776646860123962, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860123946, "dur": 14, + "args": { + "External id": 10381, + "cbid": 41, "correlation": 79837 + } + }, + { + "ph": "s", "id": 79837, "pid": 435, "tid": 435, "ts": 1776646860123946, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::FillFunctor, at::detail::Array >(int, at::native::FillFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860125258, "dur": 2, + "args": { + "External id": 10386, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79860, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 0.018519, + "warps per SM": 0.074074, + "grid": [2, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 79860, "pid": 0, "tid": 7, "ts": 1776646860125258, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860125238, "dur": 22, + "args": { + "External id": 10386, + "cbid": 211, "correlation": 79860 + } + }, + { + "ph": "s", "id": 79860, "pid": 435, "tid": 435, "ts": 1776646860125238, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaDeviceGetAttribute", "pid": 435, "tid": 435, + "ts": 1776646860125273, "dur": 2, + "args": { + "External id": 79866, + "cbid": 200, "correlation": 79866 + } + }, + { + "ph": "f", "id": 79866, "pid": 435, "tid": 435, "ts": 1776646860125273, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaFuncSetAttribute", "pid": 435, "tid": 435, + "ts": 1776646860125277, "dur": 3, + "args": { + "External id": 79867, + "cbid": 273, "correlation": 79867 + } + }, + { + "ph": "f", "id": 79867, "pid": 435, "tid": 435, "ts": 1776646860125277, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void Marlin<256, 1, 8, 8, 4, 8>(int4 const*, int4 const*, int4*, int4 const*, int, int, int, int*)", "pid": 0, "tid": 7, + "ts": 1776646860125290, "dur": 19, + "args": { + "External id": 79868, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79868, + "registers per thread": 128, + "shared memory": 98304, + "blocks per SM": 1.000000, + "warps per SM": 8.000000, + "grid": [108, 1, 1], + "block": [256, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 79868, "pid": 0, "tid": 7, "ts": 1776646860125290, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860125281, "dur": 6, + "args": { + "External id": 79868, + "cbid": 211, "correlation": 79868 + } + }, + { + "ph": "s", "id": 79868, "pid": 435, "tid": 435, "ts": 1776646860125281, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::FillFunctor, at::detail::Array >(int, at::native::FillFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860125331, "dur": 2, + "args": { + "External id": 10391, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79886, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 0.018519, + "warps per SM": 0.074074, + "grid": [2, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 79886, "pid": 0, "tid": 7, "ts": 1776646860125331, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860125322, "dur": 7, + "args": { + "External id": 10391, + "cbid": 211, "correlation": 79886 + } + }, + { + "ph": "s", "id": 79886, "pid": 435, "tid": 435, "ts": 1776646860125322, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaDeviceGetAttribute", "pid": 435, "tid": 435, + "ts": 1776646860125335, "dur": 0, + "args": { + "External id": 79892, + "cbid": 200, "correlation": 79892 + } + }, + { + "ph": "f", "id": 79892, "pid": 435, "tid": 435, "ts": 1776646860125335, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaFuncSetAttribute", "pid": 435, "tid": 435, + "ts": 1776646860125336, "dur": 0, + "args": { + "External id": 79893, + "cbid": 273, "correlation": 79893 + } + }, + { + "ph": "f", "id": 79893, "pid": 435, "tid": 435, "ts": 1776646860125336, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void Marlin<256, 1, 8, 8, 4, 8>(int4 const*, int4 const*, int4*, int4 const*, int, int, int, int*)", "pid": 0, "tid": 7, + "ts": 1776646860125344, "dur": 19, + "args": { + "External id": 79894, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79894, + "registers per thread": 128, + "shared memory": 98304, + "blocks per SM": 1.000000, + "warps per SM": 8.000000, + "grid": [108, 1, 1], + "block": [256, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 79894, "pid": 0, "tid": 7, "ts": 1776646860125344, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860125337, "dur": 4, + "args": { + "External id": 79894, + "cbid": 211, "correlation": 79894 + } + }, + { + "ph": "s", "id": 79894, "pid": 435, "tid": 435, "ts": 1776646860125337, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::FillFunctor, at::detail::Array >(int, at::native::FillFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860125382, "dur": 2, + "args": { + "External id": 10396, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79912, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 0.018519, + "warps per SM": 0.074074, + "grid": [2, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 79912, "pid": 0, "tid": 7, "ts": 1776646860125382, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860125373, "dur": 6, + "args": { + "External id": 10396, + "cbid": 211, "correlation": 79912 + } + }, + { + "ph": "s", "id": 79912, "pid": 435, "tid": 435, "ts": 1776646860125373, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaDeviceGetAttribute", "pid": 435, "tid": 435, + "ts": 1776646860125385, "dur": 0, + "args": { + "External id": 79918, + "cbid": 200, "correlation": 79918 + } + }, + { + "ph": "f", "id": 79918, "pid": 435, "tid": 435, "ts": 1776646860125385, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaFuncSetAttribute", "pid": 435, "tid": 435, + "ts": 1776646860125386, "dur": 0, + "args": { + "External id": 79919, + "cbid": 273, "correlation": 79919 + } + }, + { + "ph": "f", "id": 79919, "pid": 435, "tid": 435, "ts": 1776646860125386, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void Marlin<256, 1, 8, 8, 4, 8>(int4 const*, int4 const*, int4*, int4 const*, int, int, int, int*)", "pid": 0, "tid": 7, + "ts": 1776646860125395, "dur": 19, + "args": { + "External id": 79920, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79920, + "registers per thread": 128, + "shared memory": 98304, + "blocks per SM": 1.000000, + "warps per SM": 8.000000, + "grid": [108, 1, 1], + "block": [256, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 79920, "pid": 0, "tid": 7, "ts": 1776646860125395, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860125387, "dur": 4, + "args": { + "External id": 79920, + "cbid": 211, "correlation": 79920 + } + }, + { + "ph": "s", "id": 79920, "pid": 435, "tid": 435, "ts": 1776646860125387, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::FillFunctor, at::detail::Array >(int, at::native::FillFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860125430, "dur": 2, + "args": { + "External id": 10401, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 79938, + "registers per thread": 16, + 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1776646860141047, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860140911, "dur": 7, + "args": { + "External id": 11903, + "cbid": 211, "correlation": 87968 + } + }, + { + "ph": "s", "id": 87968, "pid": 435, "tid": 435, "ts": 1776646860140911, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860141243, "dur": 76, + "args": { + "External id": 11904, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 87978, + 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at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#8}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860141321, "dur": 80, + "args": { + "External id": 11905, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 87988, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 87988, "pid": 0, "tid": 7, "ts": 1776646860141321, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860140959, "dur": 6, + "args": { + "External id": 11905, + "cbid": 211, "correlation": 87988 + } + }, + { + "ph": "s", "id": 87988, "pid": 435, "tid": 435, "ts": 1776646860140959, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646860141403, "dur": 186, + "args": { + "External id": 11910, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88001, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88001, "pid": 0, "tid": 7, "ts": 1776646860141403, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860140994, "dur": 9, + "args": { + "External id": 11910, + "cbid": 211, "correlation": 88001 + } + }, + { + "ph": "s", "id": 88001, "pid": 435, "tid": 435, "ts": 1776646860140994, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860141591, "dur": 64, + "args": { + "External id": 11911, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88012, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88012, "pid": 0, "tid": 7, "ts": 1776646860141591, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141032, "dur": 7, + "args": { + "External id": 11911, + "cbid": 211, "correlation": 88012 + } + }, + { + "ph": "s", "id": 88012, "pid": 435, "tid": 435, "ts": 1776646860141032, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#1}::operator()() const::{lambda(unsigned char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646860141656, "dur": 113, + "args": { + "External id": 11915, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88025, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88025, "pid": 0, "tid": 7, "ts": 1776646860141656, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141061, "dur": 7, + "args": { + "External id": 11915, + "cbid": 211, "correlation": 88025 + } + }, + { + "ph": "s", "id": 88025, "pid": 435, "tid": 435, "ts": 1776646860141061, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast >(at::TensorIteratorBase&, at::native::BUnaryFunctor const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast >(at::TensorIteratorBase&, at::native::BUnaryFunctor const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860141771, "dur": 78, + "args": { + "External id": 11926, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88045, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88045, "pid": 0, "tid": 7, "ts": 1776646860141771, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141142, "dur": 11, + "args": { + "External id": 11926, + "cbid": 211, "correlation": 88045 + } + }, + { + "ph": "s", "id": 88045, "pid": 435, "tid": 435, "ts": 1776646860141142, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860141851, "dur": 84, + "args": { + "External id": 11929, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88055, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88055, "pid": 0, "tid": 7, "ts": 1776646860141851, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141178, "dur": 8, + "args": { + "External id": 11929, + "cbid": 211, "correlation": 88055 + } + }, + { + "ph": "s", "id": 88055, "pid": 435, "tid": 435, "ts": 1776646860141178, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::AUnaryFunctor >, at::detail::Array >(int, at::native::AUnaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860141936, "dur": 33, + "args": { + "External id": 11933, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88065, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88065, "pid": 0, "tid": 7, "ts": 1776646860141936, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141227, "dur": 8, + "args": { + "External id": 11933, + "cbid": 211, "correlation": 88065 + } + }, + { + "ph": "s", "id": 88065, "pid": 435, "tid": 435, "ts": 1776646860141227, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646860141971, "dur": 58, + "args": { + "External id": 11937, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88078, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88078, "pid": 0, "tid": 7, "ts": 1776646860141971, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141258, "dur": 7, + "args": { + "External id": 11937, + "cbid": 211, "correlation": 88078 + } + }, + { + "ph": "s", "id": 88078, "pid": 435, "tid": 435, "ts": 1776646860141258, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BUnaryFunctor, at::detail::Array >(int, at::native::BUnaryFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860142031, "dur": 33, + "args": { + "External id": 11938, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88092, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88092, "pid": 0, "tid": 7, "ts": 1776646860142031, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141290, "dur": 8, + "args": { + "External id": 11938, + "cbid": 211, "correlation": 88092 + } + }, + { + "ph": "s", "id": 88092, "pid": 435, "tid": 435, "ts": 1776646860141290, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646860142066, "dur": 58, + "args": { + "External id": 11943, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88105, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88105, "pid": 0, "tid": 7, "ts": 1776646860142066, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141317, "dur": 6, + "args": { + "External id": 11943, + "cbid": 211, "correlation": 88105 + } + }, + { + "ph": "s", "id": 88105, "pid": 435, "tid": 435, "ts": 1776646860141317, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::(anonymous namespace)::CatArrayBatchedCopy_contig, unsigned int, 3, 128, 1>(at::native::(anonymous namespace)::OpaqueType<1u>*, at::native::(anonymous namespace)::CatArrInputTensorMetadata, unsigned int, 128, 1>, at::native::(anonymous namespace)::TensorSizeStride, int, unsigned int)", "pid": 0, "tid": 7, + "ts": 1776646860142126, "dur": 127, + "args": { + "External id": 11949, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88117, + "registers per thread": 21, + "shared memory": 0, + "blocks per SM": 4.000000, + "warps per SM": 64.000000, + "grid": [216, 2, 1], + "block": [512, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88117, "pid": 0, "tid": 7, "ts": 1776646860142126, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141373, "dur": 10, + "args": { + "External id": 11949, + "cbid": 211, "correlation": 88117 + } + }, + { + "ph": "s", "id": 88117, "pid": 435, "tid": 435, "ts": 1776646860141373, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860142255, "dur": 138, + "args": { + "External id": 11960, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88130, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88130, "pid": 0, "tid": 7, "ts": 1776646860142255, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141443, "dur": 9, + "args": { + "External id": 11960, + "cbid": 211, "correlation": 88130 + } + }, + { + "ph": "s", "id": 88130, "pid": 435, "tid": 435, "ts": 1776646860141443, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860142395, "dur": 64, + "args": { + "External id": 11963, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 88141, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 88141, "pid": 0, "tid": 7, "ts": 1776646860142395, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860141482, "dur": 7, + "args": { + "External id": 11963, + "cbid": 211, "correlation": 88141 + } + }, + { + "ph": "s", "id": 88141, "pid": 435, "tid": 435, "ts": 1776646860141482, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, 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at::native::(anonymous namespace)::CatArrayBatchedCopy_contig, unsigned int, 3, 128, 1>(at::native::(anonymous namespace)::OpaqueType<1u>*, at::native::(anonymous namespace)::CatArrInputTensorMetadata, unsigned int, 128, 1>, at::native::(anonymous namespace)::TensorSizeStride, int, unsigned int)", "pid": 0, "tid": 7, + "ts": 1776646860158171, "dur": 129, + "args": { + "External id": 12587, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 96828, + "registers per thread": 21, + "shared memory": 0, + "blocks per SM": 4.000000, + "warps per SM": 64.000000, + "grid": [216, 2, 1], + "block": [512, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 96828, "pid": 0, "tid": 7, "ts": 1776646860158171, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860158103, "dur": 7, + "args": { + "External id": 12587, + "cbid": 211, "correlation": 96828 + } + }, + { + "ph": "s", "id": 96828, "pid": 435, "tid": 435, "ts": 1776646860158103, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860158301, "dur": 137, + "args": { + "External id": 12598, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 96841, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 96841, "pid": 0, "tid": 7, "ts": 1776646860158301, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860158175, "dur": 9, + "args": { + "External id": 12598, + "cbid": 211, "correlation": 96841 + } + }, + { + "ph": "s", "id": 96841, "pid": 435, "tid": 435, "ts": 1776646860158175, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860158440, "dur": 63, + "args": { + "External id": 12601, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 96852, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 96852, "pid": 0, "tid": 7, "ts": 1776646860158440, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860158213, "dur": 7, + "args": { + "External id": 12601, + "cbid": 211, "correlation": 96852 + } + }, + { + "ph": "s", "id": 96852, "pid": 435, "tid": 435, "ts": 1776646860158213, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646860158506, "dur": 181, + "args": { + "External id": 12605, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 96865, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 96865, "pid": 0, "tid": 7, "ts": 1776646860158506, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860158242, "dur": 7, + "args": { + "External id": 12605, + "cbid": 211, "correlation": 96865 + } + }, + { + "ph": "s", "id": 96865, "pid": 435, "tid": 435, "ts": 1776646860158242, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BinaryFunctor >, at::detail::Array >(int, at::native::BinaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860158688, "dur": 115, + "args": { + "External id": 12606, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 96876, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 96876, "pid": 0, "tid": 7, "ts": 1776646860158688, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860158267, "dur": 6, + "args": { + "External id": 12606, + "cbid": 211, "correlation": 96876 + } + }, + { + "ph": "s", "id": 96876, "pid": 435, "tid": 435, "ts": 1776646860158267, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860158805, "dur": 521, + "args": { + "External id": 12614, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 96890, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 96890, "pid": 0, "tid": 7, "ts": 1776646860158805, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860158318, "dur": 7, + "args": { + "External id": 12614, + "cbid": 211, "correlation": 96890 + } + }, + { + "ph": "s", "id": 96890, "pid": 435, "tid": 435, "ts": 1776646860158318, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860378900, "dur": 129296, + "args": { + "External id": 12630, + "device": 0, "context": 1, + "stream": 7, "correlation": 96906, + "bytes": 67108864, "memory bandwidth (GB/s)": 0.519029344711305 + } + }, + { + "ph": "f", "id": 96906, "pid": 0, "tid": 7, "ts": 1776646860378900, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860378764, "dur": 129392, + "args": { + "External id": 12630, + "cbid": 41, "correlation": 96906 + } + }, + { + "ph": "s", "id": 96906, "pid": 435, "tid": 435, "ts": 1776646860378764, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860508166, "dur": 42, + "args": { + "External id": 12630, + "cbid": 131, "correlation": 96907 + } + }, + { + "ph": "s", "id": 96907, "pid": 435, "tid": 435, "ts": 1776646860508166, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860533519, "dur": 76, + "args": { + "External id": 12633, + "device": 0, "context": 1, + "stream": 7, "correlation": 96912, + "bytes": 67108864, "memory bandwidth (GB/s)": 876.7357859531772 + } + }, + { + "ph": "f", "id": 96912, "pid": 0, "tid": 7, "ts": 1776646860533519, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860533458, "dur": 58, + "args": { + "External id": 12633, + "cbid": 41, "correlation": 96912 + } + }, + { + "ph": "s", "id": 96912, "pid": 435, "tid": 435, "ts": 1776646860533458, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860533803, "dur": 1225, + "args": { + "External id": 12642, + "device": 0, "context": 1, + "stream": 7, "correlation": 96927, + "bytes": 16777216, "memory bandwidth (GB/s)": 13.68795423320051 + } + }, + { + "ph": "f", "id": 96927, "pid": 0, "tid": 7, "ts": 1776646860533803, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860533713, "dur": 1263, + "args": { + "External id": 12642, + "cbid": 41, "correlation": 96927 + } + }, + { + "ph": "s", "id": 96927, "pid": 435, "tid": 435, "ts": 1776646860533713, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860534981, "dur": 58, + "args": { + "External id": 12642, + "cbid": 131, "correlation": 96928 + } + }, + { + "ph": "s", "id": 96928, "pid": 435, "tid": 435, "ts": 1776646860534981, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860535184, "dur": 31, + "args": { + "External id": 12646, + "device": 0, "context": 1, + "stream": 7, "correlation": 96940, + "bytes": 524288, "memory bandwidth (GB/s)": 16.752556237218815 + } + }, + { + "ph": "f", "id": 96940, "pid": 0, "tid": 7, "ts": 1776646860535184, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860535129, "dur": 53, + "args": { + "External id": 12646, + "cbid": 41, "correlation": 96940 + } + }, + { + "ph": "s", "id": 96940, "pid": 435, "tid": 435, "ts": 1776646860535129, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860535182, "dur": 40, + "args": { + "External id": 12646, + "cbid": 131, "correlation": 96941 + } + }, + { + "ph": "s", "id": 96941, "pid": 435, "tid": 435, "ts": 1776646860535182, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860535258, "dur": 1, + "args": { + "External id": 12650, + "device": 0, "context": 1, + "stream": 7, "correlation": 96953, + "bytes": 4096, "memory bandwidth (GB/s)": 2.56 + } + }, + { + "ph": "f", "id": 96953, "pid": 0, "tid": 7, "ts": 1776646860535258, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860535246, "dur": 7, + "args": { + "External id": 12650, + "cbid": 41, "correlation": 96953 + } + }, + { + "ph": "s", "id": 96953, "pid": 435, "tid": 435, "ts": 1776646860535246, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860535254, "dur": 10, + "args": { + "External id": 12650, + "cbid": 131, "correlation": 96954 + } + }, + { + "ph": "s", "id": 96954, "pid": 435, "tid": 435, "ts": 1776646860535254, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860535456, "dur": 1035, + "args": { + "External id": 12665, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 96966, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 96966, "pid": 0, "tid": 7, "ts": 1776646860535456, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860535412, "dur": 46, + "args": { + "External id": 12665, + "cbid": 211, "correlation": 96966 + } + }, + { + "ph": "s", "id": 96966, "pid": 435, "tid": 435, "ts": 1776646860535412, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860536493, "dur": 6, + "args": { + "External id": 12671, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 96980, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 4.740741, + "warps per SM": 18.962963, + "grid": [512, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 30 + } + }, + { + "ph": "f", "id": 96980, "pid": 0, "tid": 7, "ts": 1776646860536493, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860535497, "dur": 8, + "args": { + "External id": 12671, + "cbid": 211, "correlation": 96980 + } + }, + { + "ph": "s", "id": 96980, "pid": 435, "tid": 435, "ts": 1776646860535497, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860536501, "dur": 250, + "args": { + "External id": 12673, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 96991, + "registers per thread": 20, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 96991, "pid": 0, "tid": 7, "ts": 1776646860536501, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860535542, "dur": 8, + "args": { + "External id": 12673, + "cbid": 211, "correlation": 96991 + } + }, + { + "ph": "s", "id": 96991, "pid": 435, "tid": 435, "ts": 1776646860535542, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860536753, "dur": 76, + "args": { + "External id": 12674, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 97001, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 97001, "pid": 0, "tid": 7, "ts": 1776646860536753, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860535571, "dur": 7, + "args": { + "External id": 12674, + "cbid": 211, "correlation": 97001 + } + }, + { + "ph": "s", "id": 97001, "pid": 435, "tid": 435, "ts": 1776646860535571, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646860536831, "dur": 194, + "args": { + "External id": 12678, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 97014, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 97014, "pid": 0, "tid": 7, "ts": 1776646860536831, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860535604, "dur": 9, + "args": { + "External id": 12678, + "cbid": 211, "correlation": 97014 + } + }, + { + "ph": "s", "id": 97014, "pid": 435, "tid": 435, "ts": 1776646860535604, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860537027, "dur": 151, + "args": { + "External id": 12679, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 97021, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 97021, "pid": 0, "tid": 7, "ts": 1776646860537027, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860535649, "dur": 7, + "args": { + "External id": 12679, + "cbid": 211, "correlation": 97021 + } + }, + { + "ph": "s", "id": 97021, "pid": 435, "tid": 435, "ts": 1776646860535649, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array >(int, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646860537180, "dur": 156, + "args": { + "External id": 12680, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 97031, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 97031, "pid": 0, "tid": 7, "ts": 1776646860537180, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860535686, "dur": 7, + "args": { + "External id": 12680, + "cbid": 211, "correlation": 97031 + } + }, + { + "ph": "s", "id": 97031, "pid": 435, "tid": 435, "ts": 1776646860535686, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860537338, "dur": 200, + "args": { + "External id": 12690, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 97044, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 1213.629639, + "warps per SM": 4854.518555, + "grid": [131072, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 97044, "pid": 0, "tid": 7, "ts": 1776646860537338, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860535741, "dur": 9, + "args": { + "External id": 12690, + "cbid": 211, "correlation": 97044 + } + }, + { + "ph": "s", "id": 97044, "pid": 435, "tid": 435, "ts": 1776646860535741, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860537541, "dur": 1, + "args": { + "External id": 12700, + "device": 0, "context": 1, + "stream": 7, "correlation": 97059, + "bytes": 512, "memory bandwidth (GB/s)": 0.38095238095238093 + } + }, + { + "ph": "f", "id": 97059, "pid": 0, "tid": 7, "ts": 1776646860537541, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860535828, "dur": 11, + "args": { + "External id": 12700, + "cbid": 41, "correlation": 97059 + } + }, + { + "ph": "s", "id": 97059, "pid": 435, "tid": 435, "ts": 1776646860535828, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860535840, "dur": 1707, + "args": { + "External id": 12700, + "cbid": 131, "correlation": 97060 + } + }, + { + "ph": "s", "id": 97060, "pid": 435, "tid": 435, "ts": 1776646860535840, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860537605, "dur": 10, + "args": { + "External id": 12702, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 97069, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 4.740741, + "warps per SM": 18.962963, + "grid": [512, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 30 + } + }, + { + "ph": "f", "id": 97069, "pid": 0, "tid": 7, "ts": 1776646860537605, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860537592, "dur": 11, + "args": { + "External id": 12702, + "cbid": 211, "correlation": 97069 + } + }, + { + "ph": "s", "id": 97069, "pid": 435, "tid": 435, "ts": 1776646860537592, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860537671, "dur": 219, + "args": { + "External id": 12716, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 97084, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 1213.629639, + "warps per SM": 4854.518555, + "grid": [131072, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 97084, "pid": 0, "tid": 7, "ts": 1776646860537671, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860537661, "dur": 8, + "args": { + "External id": 12716, + "cbid": 211, "correlation": 97084 + } + }, + { + "ph": "s", "id": 97084, "pid": 435, "tid": 435, "ts": 1776646860537661, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860537893, "dur": 1, + "args": { + "External id": 12726, + "device": 0, "context": 1, + "stream": 7, "correlation": 97099, + "bytes": 8192, "memory bandwidth (GB/s)": 4.571428571428571 + } + }, + { + "ph": "f", "id": 97099, "pid": 0, "tid": 7, "ts": 1776646860537893, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860537716, "dur": 9, + "args": { + "External id": 12726, + "cbid": 41, "correlation": 97099 + } + }, + { + "ph": "s", "id": 97099, "pid": 435, "tid": 435, "ts": 1776646860537716, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860537726, "dur": 174, + "args": { + "External id": 12726, + "cbid": 131, "correlation": 97100 + } + }, + { + "ph": "s", "id": 97100, "pid": 435, "tid": 435, "ts": 1776646860537726, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646860537931, "dur": 248, + "args": { + "External id": 12722, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 97109, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 75 + } + }, + { + "ph": "f", "id": 97109, "pid": 0, "tid": 7, "ts": 1776646860537931, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646860537919, "dur": 10, + "args": { + "External id": 12722, + "cbid": 211, "correlation": 97109 + } + }, + { + "ph": "s", "id": 97109, "pid": 435, "tid": 435, "ts": 1776646860537919, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoH (Device -> Pageable)", "pid": 0, "tid": 7, + "ts": 1776646860539038, "dur": 93547, + "args": { + "External id": 12735, + "device": 0, "context": 1, + "stream": 7, "correlation": 97117, + "bytes": 134217728, "memory bandwidth (GB/s)": 1.434751338910123 + } + }, + { + "ph": "f", "id": 97117, "pid": 0, "tid": 7, "ts": 1776646860539038, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860539008, "dur": 94934, + "args": { + "External id": 12735, + "cbid": 41, "correlation": 97117 + } + }, + { + "ph": "s", "id": 97117, "pid": 435, "tid": 435, "ts": 1776646860539008, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860633945, "dur": 13, + "args": { + "External id": 12735, + "cbid": 131, "correlation": 97118 + } + }, + { + "ph": "s", "id": 97118, "pid": 435, "tid": 435, "ts": 1776646860633945, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860749272, "dur": 1249, + "args": { + "External id": 12745, + "device": 0, "context": 1, + "stream": 7, "correlation": 97130, + "bytes": 16777216, "memory bandwidth (GB/s)": 13.423018456112727 + } + }, + { + "ph": "f", "id": 97130, "pid": 0, "tid": 7, "ts": 1776646860749272, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860749115, "dur": 1357, + "args": { + "External id": 12745, + "cbid": 41, "correlation": 97130 + } + }, + { + "ph": "s", "id": 97130, "pid": 435, "tid": 435, "ts": 1776646860749115, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646860750477, "dur": 56, + "args": { + "External id": 12745, + "cbid": 131, "correlation": 97131 + } + }, + { + "ph": "s", "id": 97131, "pid": 435, "tid": 435, "ts": 1776646860750477, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646860750762, "dur": 16, + "args": { + "External id": 12751, + "device": 0, "context": 1, + "stream": 7, "correlation": 97136, + "bytes": 16777216, "memory bandwidth (GB/s)": 1038.1940594059406 + } + }, + { + "ph": "f", "id": 97136, "pid": 0, "tid": 7, "ts": 1776646860750762, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646860750707, "dur": 52, + "args": { + "External id": 12751, + "cbid": 41, "correlation": 97136 + } + }, + { + "ph": "s", "id": 97136, "pid": 435, "tid": 435, "ts": 1776646860750707, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 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>(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857181624, "dur": 33, + "args": { + "External id": 30, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 187, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 187, "pid": 0, "tid": 7, "ts": 1776646857181624, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857171591, "dur": 10035, + "args": { + "External id": 30, + "cbid": 211, "correlation": 187 + } + }, + { + "ph": "s", "id": 187, "pid": 435, "tid": 435, "ts": 1776646857171591, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, 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"cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857181778, "dur": 58, + "args": { + "External id": 34, + "cbid": 211, "correlation": 200 + } + }, + { + "ph": "s", "id": 200, "pid": 435, "tid": 435, "ts": 1776646857181778, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast >(at::TensorIteratorBase&, at::native::BUnaryFunctor const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast >(at::TensorIteratorBase&, at::native::BUnaryFunctor const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857190240, "dur": 37, + "args": { + "External id": 45, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 220, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 220, "pid": 0, "tid": 7, "ts": 1776646857190240, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857182231, "dur": 8008, + "args": { + "External id": 45, + "cbid": 211, "correlation": 220 + } + }, + { + "ph": "s", "id": 220, "pid": 435, "tid": 435, "ts": 1776646857182231, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857200021, "dur": 39, + "args": { + "External id": 48, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 230, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 230, "pid": 0, "tid": 7, "ts": 1776646857200021, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857190442, "dur": 9581, + "args": { + "External id": 48, + "cbid": 211, "correlation": 230 + } + }, + { + "ph": "s", "id": 230, "pid": 435, "tid": 435, "ts": 1776646857190442, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::AUnaryFunctor >, at::detail::Array >(int, at::native::AUnaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857200396, "dur": 18, + "args": { + "External id": 52, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 240, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 240, "pid": 0, "tid": 7, "ts": 1776646857200396, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857200358, "dur": 35, + "args": { + "External id": 52, + "cbid": 211, "correlation": 240 + } + }, + { + "ph": "s", "id": 240, "pid": 435, "tid": 435, "ts": 1776646857200358, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857200470, "dur": 30, + "args": { + "External id": 56, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 253, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 253, "pid": 0, "tid": 7, "ts": 1776646857200470, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857200457, "dur": 10, + "args": { + "External id": 56, + "cbid": 211, "correlation": 253 + } + }, + { + "ph": "s", "id": 253, "pid": 435, "tid": 435, "ts": 1776646857200457, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BUnaryFunctor, at::detail::Array >(int, at::native::BUnaryFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857200596, "dur": 17, + "args": { + "External id": 57, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 267, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 267, "pid": 0, "tid": 7, "ts": 1776646857200596, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857200560, "dur": 34, + "args": { + "External id": 57, + "cbid": 211, "correlation": 267 + } + }, + { + "ph": "s", "id": 267, "pid": 435, "tid": 435, "ts": 1776646857200560, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857200632, "dur": 30, + "args": { + "External id": 62, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 280, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 280, "pid": 0, "tid": 7, "ts": 1776646857200632, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857200622, "dur": 7, + "args": { + "External id": 62, + "cbid": 211, "correlation": 280 + } + }, + { + "ph": "s", "id": 280, "pid": 435, "tid": 435, "ts": 1776646857200622, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::(anonymous namespace)::CatArrayBatchedCopy_contig, unsigned int, 3, 128, 1>(at::native::(anonymous namespace)::OpaqueType<1u>*, at::native::(anonymous namespace)::CatArrInputTensorMetadata, unsigned int, 128, 1>, at::native::(anonymous namespace)::TensorSizeStride, int, unsigned int)", "pid": 0, "tid": 7, + "ts": 1776646857204831, "dur": 64, + "args": { + "External id": 68, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 292, + "registers per thread": 21, + "shared memory": 0, + "blocks per SM": 4.000000, + "warps per SM": 64.000000, + "grid": [216, 2, 1], + "block": [512, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 292, "pid": 0, "tid": 7, "ts": 1776646857204831, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857200837, "dur": 3996, + "args": { + "External id": 68, + "cbid": 211, "correlation": 292 + } + }, + { + "ph": "s", "id": 292, "pid": 435, "tid": 435, "ts": 1776646857200837, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857205158, "dur": 72, + "args": { + "External id": 79, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 305, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 305, "pid": 0, "tid": 7, "ts": 1776646857205158, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857205104, "dur": 52, + "args": { + "External id": 79, + "cbid": 211, "correlation": 305 + } + }, + { + "ph": "s", "id": 305, "pid": 435, "tid": 435, "ts": 1776646857205104, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857205279, "dur": 33, + "args": { + "External id": 82, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 316, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 316, "pid": 0, "tid": 7, "ts": 1776646857205279, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857205266, "dur": 11, + "args": { + "External id": 82, + "cbid": 211, "correlation": 316 + } + }, + { + "ph": "s", "id": 316, "pid": 435, "tid": 435, "ts": 1776646857205266, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646857205304, "dur": 2, + "args": { + "External id": 85, + "cbid": 317, "correlation": 325 + } + }, + { + "ph": "f", "id": 325, "pid": 435, "tid": 435, "ts": 1776646857205304, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646857205307, "dur": 446, + "args": { + "External id": 85, + "cbid": 20, "correlation": 326 + } + }, + { + "ph": "f", "id": 326, "pid": 435, "tid": 435, "ts": 1776646857205307, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857205840, "dur": 92, + "args": { + "External id": 86, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 333, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 333, "pid": 0, "tid": 7, "ts": 1776646857205840, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857205773, "dur": 68, + "args": { + "External id": 86, + "cbid": 211, "correlation": 333 + } + }, + { + "ph": "s", "id": 333, "pid": 435, "tid": 435, "ts": 1776646857205773, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646857205879, "dur": 1, + "args": { + "External id": 87, + "cbid": 317, "correlation": 343 + } + }, + { + "ph": "f", "id": 343, "pid": 435, "tid": 435, "ts": 1776646857205879, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646857205880, "dur": 219, + "args": { + "External id": 87, + "cbid": 20, "correlation": 344 + } + }, + { + "ph": "f", "id": 344, "pid": 435, "tid": 435, "ts": 1776646857205880, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BinaryFunctor >, at::detail::Array >(int, at::native::BinaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857206153, "dur": 60, + "args": { + "External id": 87, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 348, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 348, "pid": 0, "tid": 7, "ts": 1776646857206153, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857206116, "dur": 35, + "args": { + "External id": 87, + "cbid": 211, "correlation": 348 + } + }, + { + "ph": "s", "id": 348, "pid": 435, "tid": 435, "ts": 1776646857206116, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaFree", "pid": 435, "tid": 435, + "ts": 1776646857208685, "dur": 2276, + "args": { + "External id": 89, + "cbid": 22, "correlation": 883 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"cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857395460, "dur": 9, + "args": { + "External id": 718, + "cbid": 211, "correlation": 10262 + } + }, + { + "ph": "s", "id": 10262, "pid": 435, "tid": 435, "ts": 1776646857395460, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857395546, "dur": 33, + "args": { + "External id": 721, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10273, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10273, "pid": 0, "tid": 7, "ts": 1776646857395546, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857395508, "dur": 9, + "args": { + "External id": 721, + "cbid": 211, "correlation": 10273 + } + }, + { + "ph": "s", "id": 10273, "pid": 435, "tid": 435, "ts": 1776646857395508, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857395581, "dur": 93, + "args": { + "External id": 725, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10286, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10286, "pid": 0, "tid": 7, "ts": 1776646857395581, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857395540, "dur": 8, + "args": { + "External id": 725, + "cbid": 211, "correlation": 10286 + } + }, + { + "ph": "s", "id": 10286, "pid": 435, "tid": 435, "ts": 1776646857395540, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646857395571, "dur": 2, + "args": { + "External id": 726, + "cbid": 317, "correlation": 10296 + } + }, + { + "ph": "f", "id": 10296, "pid": 435, "tid": 435, "ts": 1776646857395571, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646857395574, "dur": 369, + "args": { + "External id": 726, + "cbid": 20, "correlation": 10297 + } + }, + { + "ph": "f", "id": 10297, "pid": 435, "tid": 435, "ts": 1776646857395574, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BinaryFunctor >, at::detail::Array >(int, at::native::BinaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857395971, "dur": 60, + "args": { + "External id": 726, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10301, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10301, "pid": 0, "tid": 7, "ts": 1776646857395971, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857395957, "dur": 12, + "args": { + "External id": 726, + "cbid": 211, "correlation": 10301 + } + }, + { + "ph": "s", "id": 10301, "pid": 435, "tid": 435, "ts": 1776646857395957, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857396126, "dur": 224, + "args": { + "External id": 734, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10315, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10315, "pid": 0, "tid": 7, "ts": 1776646857396126, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857396113, "dur": 10, + "args": { + "External id": 734, + "cbid": 211, "correlation": 10315 + } + }, + { + "ph": "s", "id": 10315, "pid": 435, "tid": 435, "ts": 1776646857396113, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646857710509, "dur": 96946, + "args": { + "External id": 750, + "device": 0, "context": 1, + "stream": 7, "correlation": 10331, + "bytes": 33554432, "memory bandwidth (GB/s)": 0.3461119591653798 + } + }, + { + "ph": "f", "id": 10331, "pid": 0, "tid": 7, "ts": 1776646857710509, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857710356, "dur": 97060, + "args": { + "External id": 750, + "cbid": 41, "correlation": 10331 + } + }, + { + "ph": "s", "id": 10331, "pid": 435, "tid": 435, "ts": 1776646857710356, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646857807428, "dur": 40, + "args": { + "External id": 750, + "cbid": 131, "correlation": 10332 + } + }, + { + "ph": "s", "id": 10332, "pid": 435, "tid": 435, "ts": 1776646857807428, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646857824061, "dur": 40, + "args": { + "External id": 753, + "device": 0, "context": 1, + "stream": 7, "correlation": 10337, + "bytes": 33554432, "memory bandwidth (GB/s)": 827.6053670086819 + } + }, + { + "ph": "f", "id": 10337, "pid": 0, "tid": 7, "ts": 1776646857824061, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857824004, "dur": 54, + "args": { + "External id": 753, + "cbid": 41, "correlation": 10337 + } + }, + { + "ph": "s", "id": 10337, "pid": 435, "tid": 435, "ts": 1776646857824004, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646857824752, "dur": 2147, + "args": { + "External id": 762, + "device": 0, "context": 1, + "stream": 7, "correlation": 10352, + "bytes": 8388608, "memory bandwidth (GB/s)": 3.9064294479098995 + } + }, + { + "ph": "f", "id": 10352, "pid": 0, "tid": 7, "ts": 1776646857824752, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857824438, "dur": 2404, + "args": { + "External id": 762, + "cbid": 41, "correlation": 10352 + } + }, + { + "ph": "s", "id": 10352, "pid": 435, "tid": 435, "ts": 1776646857824438, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646857826843, "dur": 64, + "args": { + "External id": 762, + "cbid": 131, "correlation": 10353 + } + }, + { + "ph": "s", "id": 10353, "pid": 435, "tid": 435, "ts": 1776646857826843, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646857827139, "dur": 17, + "args": { + "External id": 766, + "device": 0, "context": 1, + "stream": 7, "correlation": 10365, + "bytes": 262144, "memory bandwidth (GB/s)": 14.787003610108304 + } + }, + { + "ph": "f", "id": 10365, "pid": 0, "tid": 7, "ts": 1776646857827139, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857827054, "dur": 83, + "args": { + "External id": 766, + "cbid": 41, "correlation": 10365 + } + }, + { + "ph": "s", "id": 10365, "pid": 435, "tid": 435, "ts": 1776646857827054, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646857827138, "dur": 26, + "args": { + "External id": 766, + "cbid": 131, "correlation": 10366 + } + }, + { + "ph": "s", "id": 10366, "pid": 435, "tid": 435, "ts": 1776646857827138, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646857827198, "dur": 1, + "args": { + "External id": 770, + "device": 0, "context": 1, + "stream": 7, "correlation": 10378, + "bytes": 2048, "memory bandwidth (GB/s)": 1.4222222222222223 + } + }, + { + "ph": "f", "id": 10378, "pid": 0, "tid": 7, "ts": 1776646857827198, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857827187, "dur": 6, + "args": { + "External id": 770, + "cbid": 41, "correlation": 10378 + } + }, + { + "ph": "s", "id": 10378, "pid": 435, "tid": 435, "ts": 1776646857827187, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646857827194, "dur": 10, + "args": { + "External id": 770, + "cbid": 131, "correlation": 10379 + } + }, + { + "ph": "s", "id": 10379, "pid": 435, "tid": 435, "ts": 1776646857827194, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857827438, "dur": 232, + "args": { + "External id": 785, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10391, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10391, "pid": 0, "tid": 7, "ts": 1776646857827438, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857827416, "dur": 24, + "args": { + "External id": 785, + "cbid": 211, "correlation": 10391 + } + }, + { + "ph": "s", "id": 10391, "pid": 435, "tid": 435, "ts": 1776646857827416, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857827672, "dur": 6, + "args": { + "External id": 791, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10405, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 2.370370, + "warps per SM": 9.481482, + "grid": [256, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 15 + } + }, + { + "ph": "f", "id": 10405, "pid": 0, "tid": 7, "ts": 1776646857827672, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857827506, "dur": 9, + "args": { + "External id": 791, + "cbid": 211, "correlation": 10405 + } + }, + { + "ph": "s", "id": 10405, "pid": 435, "tid": 435, "ts": 1776646857827506, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857827680, "dur": 128, + "args": { + "External id": 793, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10416, + "registers per thread": 20, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10416, "pid": 0, "tid": 7, "ts": 1776646857827680, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857827550, "dur": 8, + "args": { + "External id": 793, + "cbid": 211, "correlation": 10416 + } + }, + { + "ph": "s", "id": 10416, "pid": 435, "tid": 435, "ts": 1776646857827550, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646857827580, "dur": 2, + "args": { + "External id": 794, + "cbid": 317, "correlation": 10425 + } + }, + { + "ph": "f", "id": 10425, "pid": 435, "tid": 435, "ts": 1776646857827580, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646857827583, "dur": 456, + "args": { + "External id": 794, + "cbid": 20, "correlation": 10426 + } + }, + { + "ph": "f", "id": 10426, "pid": 435, "tid": 435, "ts": 1776646857827583, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857828066, "dur": 40, + "args": { + "External id": 794, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10430, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10430, "pid": 0, "tid": 7, "ts": 1776646857828066, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857828052, "dur": 12, + "args": { + "External id": 794, + "cbid": 211, "correlation": 10430 + } + }, + { + "ph": "s", "id": 10430, "pid": 435, "tid": 435, "ts": 1776646857828052, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646857828095, "dur": 1, + "args": { + "External id": 797, + "cbid": 317, "correlation": 10439 + } + }, + { + "ph": "f", "id": 10439, "pid": 435, "tid": 435, "ts": 1776646857828095, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646857828096, "dur": 235, + "args": { + "External id": 797, + "cbid": 20, "correlation": 10440 + } + }, + { + "ph": "f", "id": 10440, "pid": 435, "tid": 435, "ts": 1776646857828096, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857828464, "dur": 100, + "args": { + "External id": 798, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10447, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10447, "pid": 0, "tid": 7, "ts": 1776646857828464, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857828349, "dur": 113, + "args": { + "External id": 798, + "cbid": 211, "correlation": 10447 + } + }, + { + "ph": "s", "id": 10447, "pid": 435, "tid": 435, "ts": 1776646857828349, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857828605, "dur": 75, + "args": { + "External id": 799, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10454, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10454, "pid": 0, "tid": 7, "ts": 1776646857828605, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857828567, "dur": 36, + "args": { + "External id": 799, + "cbid": 211, "correlation": 10454 + } + }, + { + "ph": "s", "id": 10454, "pid": 435, "tid": 435, "ts": 1776646857828567, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646857828667, "dur": 1, + "args": { + "External id": 800, + "cbid": 317, "correlation": 10463 + } + }, + { + "ph": "f", "id": 10463, "pid": 435, "tid": 435, "ts": 1776646857828667, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646857828668, "dur": 218, + "args": { + "External id": 800, + "cbid": 20, "correlation": 10464 + } + }, + { + "ph": "f", "id": 10464, "pid": 435, "tid": 435, "ts": 1776646857828668, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array >(int, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857828951, "dur": 75, + "args": { + "External id": 800, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10468, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10468, "pid": 0, "tid": 7, "ts": 1776646857828951, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857828913, "dur": 36, + "args": { + "External id": 800, + "cbid": 211, "correlation": 10468 + } + }, + { + "ph": "s", "id": 10468, "pid": 435, "tid": 435, "ts": 1776646857828913, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857829077, "dur": 103, + "args": { + "External id": 810, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10481, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10481, "pid": 0, "tid": 7, "ts": 1776646857829077, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857829028, "dur": 46, + "args": { + "External id": 810, + "cbid": 211, "correlation": 10481 + } + }, + { + "ph": "s", "id": 10481, "pid": 435, "tid": 435, "ts": 1776646857829028, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646857829204, "dur": 1, + "args": { + "External id": 820, + "device": 0, "context": 1, + "stream": 7, "correlation": 10496, + "bytes": 512, "memory bandwidth (GB/s)": 0.2711864406779661 + } + }, + { + "ph": "f", "id": 10496, "pid": 0, "tid": 7, "ts": 1776646857829204, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857829190, "dur": 10, + "args": { + "External id": 820, + "cbid": 41, "correlation": 10496 + } + }, + { + "ph": "s", "id": 10496, "pid": 435, "tid": 435, "ts": 1776646857829190, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646857829201, "dur": 10, + "args": { + "External id": 820, + "cbid": 131, "correlation": 10497 + } + }, + { + "ph": "s", "id": 10497, "pid": 435, "tid": 435, "ts": 1776646857829201, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857846432, "dur": 9, + "args": { + "External id": 822, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10506, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 2.370370, + "warps per SM": 9.481482, + "grid": [256, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 15 + } + }, + { + "ph": "f", "id": 10506, "pid": 0, "tid": 7, "ts": 1776646857846432, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857829324, "dur": 17111, + "args": { + "External id": 822, + "cbid": 211, "correlation": 10506 + } + }, + { + "ph": "s", "id": 10506, "pid": 435, "tid": 435, "ts": 1776646857829324, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857846761, "dur": 111, + "args": { + "External id": 836, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10521, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 10521, "pid": 0, "tid": 7, "ts": 1776646857846761, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857846744, "dur": 15, + "args": { + "External id": 836, + "cbid": 211, "correlation": 10521 + } + }, + { + "ph": "s", "id": 10521, "pid": 435, "tid": 435, "ts": 1776646857846744, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646857846892, "dur": 1, + "args": { + "External id": 846, + "device": 0, "context": 1, + "stream": 7, "correlation": 10536, + "bytes": 8192, "memory bandwidth (GB/s)": 4.571428571428571 + } + }, + { + "ph": "f", "id": 10536, "pid": 0, "tid": 7, "ts": 1776646857846892, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857846869, "dur": 19, + "args": { + "External id": 846, + "cbid": 41, "correlation": 10536 + } + }, + { + "ph": "s", "id": 10536, "pid": 435, "tid": 435, "ts": 1776646857846869, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646857846890, "dur": 10, + "args": { + "External id": 846, + "cbid": 131, "correlation": 10537 + } + }, + { + "ph": "s", "id": 10537, "pid": 435, "tid": 435, "ts": 1776646857846890, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857847016, "dur": 127, + "args": { + "External id": 842, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 10546, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 75 + } + }, + { + "ph": "f", "id": 10546, "pid": 0, "tid": 7, "ts": 1776646857847016, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857846928, "dur": 89, + "args": { + "External id": 842, + "cbid": 211, "correlation": 10546 + } + }, + { + "ph": "s", "id": 10546, "pid": 435, "tid": 435, "ts": 1776646857846928, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoH (Device -> Pageable)", "pid": 0, "tid": 7, + "ts": 1776646857847216, "dur": 45891, + "args": { + "External id": 855, + "device": 0, "context": 1, + "stream": 7, "correlation": 10554, + "bytes": 67108864, "memory bandwidth (GB/s)": 1.4623233453643478 + } + }, + { + "ph": "f", "id": 10554, "pid": 0, "tid": 7, "ts": 1776646857847216, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857847195, "dur": 47180, + "args": { + "External id": 855, + "cbid": 41, "correlation": 10554 + } + }, + { + "ph": "s", "id": 10554, "pid": 435, "tid": 435, "ts": 1776646857847195, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646857894377, "dur": 5, + "args": { + "External id": 855, + "cbid": 131, "correlation": 10555 + } + }, + { + "ph": "s", "id": 10555, "pid": 435, "tid": 435, "ts": 1776646857894377, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646857965512, "dur": 494, + "args": { + "External id": 865, + "device": 0, "context": 1, + "stream": 7, "correlation": 10567, + "bytes": 8388608, "memory bandwidth (GB/s)": 16.973909665200342 + } + }, + { + "ph": "f", "id": 10567, "pid": 0, "tid": 7, "ts": 1776646857965512, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857965364, "dur": 582, + "args": { + "External id": 865, + "cbid": 41, "correlation": 10567 + } + }, + { + "ph": "s", "id": 10567, "pid": 435, "tid": 435, "ts": 1776646857965364, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646857965948, "dur": 68, + "args": { + "External id": 865, + "cbid": 131, "correlation": 10568 + } + }, + { + "ph": "s", "id": 10568, "pid": 435, "tid": 435, "ts": 1776646857965948, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646857966213, "dur": 9, + "args": { + "External id": 871, + "device": 0, "context": 1, + "stream": 7, "correlation": 10573, + "bytes": 8388608, "memory bandwidth (GB/s)": 842.9914581449101 + } + }, + { + "ph": "f", "id": 10573, "pid": 0, "tid": 7, "ts": 1776646857966213, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646857966130, "dur": 81, + "args": { + 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435, "tid": 435, + "ts": 1776646857984281, "dur": 9, + "args": { + "External id": 2391, + "cbid": 211, "correlation": 18682 + } + }, + { + "ph": "s", "id": 18682, "pid": 435, "tid": 435, "ts": 1776646857984281, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BUnaryFunctor >, at::detail::Array >(int, at::native::BUnaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857984344, "dur": 3, + "args": { + "External id": 2393, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18692, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 2.370370, + "warps per SM": 9.481482, + "grid": [256, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 15 + } + }, + { + "ph": "f", "id": 18692, "pid": 0, "tid": 7, "ts": 1776646857984344, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984316, "dur": 8, + "args": { + "External id": 2393, + "cbid": 211, "correlation": 18692 + } + }, + { + "ph": "s", "id": 18692, "pid": 435, "tid": 435, "ts": 1776646857984316, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#8}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#8}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857984364, "dur": 3, + "args": { + "External id": 2394, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18702, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 2.370370, + "warps per SM": 9.481482, + "grid": [256, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 15 + } + }, + { + "ph": "f", "id": 18702, "pid": 0, "tid": 7, "ts": 1776646857984364, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984355, "dur": 7, + "args": { + "External id": 2394, + "cbid": 211, "correlation": 18702 + } + }, + { + "ph": "s", "id": 18702, "pid": 435, "tid": 435, "ts": 1776646857984355, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857984409, "dur": 99, + "args": { + "External id": 2399, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18712, + "registers per thread": 20, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18712, "pid": 0, "tid": 7, "ts": 1776646857984409, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984399, "dur": 7, + "args": { + "External id": 2399, + "cbid": 211, "correlation": 18712 + } + }, + { + "ph": "s", "id": 18712, "pid": 435, "tid": 435, "ts": 1776646857984399, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857984510, "dur": 39, + "args": { + "External id": 2400, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18722, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18722, "pid": 0, "tid": 7, "ts": 1776646857984510, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984425, "dur": 7, + "args": { + "External id": 2400, + "cbid": 211, "correlation": 18722 + } + }, + { + "ph": "s", "id": 18722, "pid": 435, "tid": 435, "ts": 1776646857984425, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#8}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#8}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857984551, "dur": 42, + "args": { + "External id": 2401, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18732, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18732, "pid": 0, "tid": 7, "ts": 1776646857984551, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984449, "dur": 6, + "args": { + "External id": 2401, + "cbid": 211, "correlation": 18732 + } + }, + { + "ph": "s", "id": 18732, "pid": 435, "tid": 435, "ts": 1776646857984449, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857984595, "dur": 96, + "args": { + "External id": 2406, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18745, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18745, "pid": 0, "tid": 7, "ts": 1776646857984595, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984487, "dur": 8, + "args": { + "External id": 2406, + "cbid": 211, "correlation": 18745 + } + }, + { + "ph": "s", "id": 18745, "pid": 435, "tid": 435, "ts": 1776646857984487, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857984693, "dur": 33, + "args": { + "External id": 2407, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18756, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18756, "pid": 0, "tid": 7, "ts": 1776646857984693, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984531, "dur": 8, + "args": { + "External id": 2407, + "cbid": 211, "correlation": 18756 + } + }, + { + "ph": "s", "id": 18756, "pid": 435, "tid": 435, "ts": 1776646857984531, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#1}::operator()() const::{lambda(unsigned char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857984728, "dur": 58, + "args": { + "External id": 2411, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18769, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18769, "pid": 0, "tid": 7, "ts": 1776646857984728, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984561, "dur": 8, + "args": { + "External id": 2411, + "cbid": 211, "correlation": 18769 + } + }, + { + "ph": "s", "id": 18769, "pid": 435, "tid": 435, "ts": 1776646857984561, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast >(at::TensorIteratorBase&, at::native::BUnaryFunctor const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast >(at::TensorIteratorBase&, at::native::BUnaryFunctor const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857984788, "dur": 37, + "args": { + "External id": 2422, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18789, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18789, "pid": 0, "tid": 7, "ts": 1776646857984788, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984650, "dur": 10, + "args": { + "External id": 2422, + "cbid": 211, "correlation": 18789 + } + }, + { + "ph": "s", "id": 18789, "pid": 435, "tid": 435, "ts": 1776646857984650, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857984827, "dur": 40, + "args": { + "External id": 2425, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18799, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18799, "pid": 0, "tid": 7, "ts": 1776646857984827, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984686, "dur": 7, + "args": { + "External id": 2425, + "cbid": 211, "correlation": 18799 + } + }, + { + "ph": "s", "id": 18799, "pid": 435, "tid": 435, "ts": 1776646857984686, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::AUnaryFunctor >, at::detail::Array >(int, at::native::AUnaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857984869, "dur": 18, + "args": { + "External id": 2429, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18809, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18809, "pid": 0, "tid": 7, "ts": 1776646857984869, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984738, "dur": 7, + "args": { + "External id": 2429, + "cbid": 211, "correlation": 18809 + } + }, + { + "ph": "s", "id": 18809, "pid": 435, "tid": 435, "ts": 1776646857984738, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857984888, "dur": 30, + "args": { + "External id": 2433, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18822, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18822, "pid": 0, "tid": 7, "ts": 1776646857984888, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984769, "dur": 6, + "args": { + "External id": 2433, + "cbid": 211, "correlation": 18822 + } + }, + { + "ph": "s", "id": 18822, "pid": 435, "tid": 435, "ts": 1776646857984769, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BUnaryFunctor, at::detail::Array >(int, at::native::BUnaryFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857984920, "dur": 17, + "args": { + "External id": 2434, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18836, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18836, "pid": 0, "tid": 7, "ts": 1776646857984920, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984801, "dur": 8, + "args": { + "External id": 2434, + "cbid": 211, "correlation": 18836 + } + }, + { + "ph": "s", "id": 18836, "pid": 435, "tid": 435, "ts": 1776646857984801, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857984939, "dur": 30, + "args": { + "External id": 2439, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18849, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18849, "pid": 0, "tid": 7, "ts": 1776646857984939, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857984828, "dur": 6, + "args": { + "External id": 2439, + "cbid": 211, "correlation": 18849 + } + }, + { + "ph": "s", "id": 18849, "pid": 435, "tid": 435, "ts": 1776646857984828, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::(anonymous namespace)::CatArrayBatchedCopy_contig, unsigned int, 3, 128, 1>(at::native::(anonymous namespace)::OpaqueType<1u>*, at::native::(anonymous namespace)::CatArrInputTensorMetadata, unsigned int, 128, 1>, at::native::(anonymous namespace)::TensorSizeStride, int, unsigned int)", "pid": 0, "tid": 7, 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435, "tid": 435, + "ts": 1776646857984956, "dur": 9, + "args": { + "External id": 2456, + "cbid": 211, "correlation": 18874 + } + }, + { + "ph": "s", "id": 18874, "pid": 435, "tid": 435, "ts": 1776646857984956, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857985111, "dur": 33, + "args": { + "External id": 2459, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 18885, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 18885, "pid": 0, "tid": 7, "ts": 1776646857985111, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", 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435, + "ts": 1776646857995024, "dur": 5, + "args": { + "External id": 27500, + "cbid": 165, "correlation": 27500 + } + }, + { + "ph": "s", "id": 27500, "pid": 435, "tid": 435, "ts": 1776646857995024, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaEventElapsedTime", "pid": 435, "tid": 435, + "ts": 1776646857995033, "dur": 4, + "args": { + "External id": 27503, + "cbid": 139, "correlation": 27503 + } + }, + { + "ph": "f", "id": 27503, "pid": 435, "tid": 435, "ts": 1776646857995033, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::AUnaryFunctor >, at::detail::Array >(int, at::native::AUnaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646857995112, "dur": 18, + "args": { + "External id": 3067, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27520, + "registers per thread": 16, + "shared memory": 0, + 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"ph": "f", "id": 27560, "pid": 0, "tid": 7, "ts": 1776646857995213, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857995204, "dur": 6, + "args": { + "External id": 3077, + "cbid": 211, "correlation": 27560 + } + }, + { + "ph": "s", "id": 27560, "pid": 435, "tid": 435, "ts": 1776646857995204, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::(anonymous namespace)::CatArrayBatchedCopy_contig, unsigned int, 3, 128, 1>(at::native::(anonymous namespace)::OpaqueType<1u>*, at::native::(anonymous namespace)::CatArrInputTensorMetadata, unsigned int, 128, 1>, at::native::(anonymous namespace)::TensorSizeStride, int, unsigned int)", "pid": 0, "tid": 7, + "ts": 1776646857995255, "dur": 64, + "args": { + "External id": 3083, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27572, + "registers per thread": 21, + "shared 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at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857995321, "dur": 72, + "args": { + "External id": 3094, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27585, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27585, "pid": 0, "tid": 7, "ts": 1776646857995321, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857995300, "dur": 8, + "args": { + "External id": 3094, + "cbid": 211, "correlation": 27585 + } + }, + { + "ph": "s", "id": 27585, "pid": 435, "tid": 435, "ts": 1776646857995300, + "cat": "ac2g", "name": "ac2g" + 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"cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646857995430, "dur": 92, + "args": { + "External id": 3101, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27609, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, 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const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646857995587, "dur": 224, + "args": { + "External id": 3110, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27634, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27634, "pid": 0, "tid": 7, "ts": 1776646857995587, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646857995439, "dur": 7, + "args": { + "External id": 3110, + "cbid": 211, "correlation": 27634 + } + }, + { + "ph": "s", "id": 27634, "pid": 435, "tid": 435, "ts": 1776646857995439, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858114639, "dur": 92738, + "args": { + "External id": 3126, + "device": 0, "context": 1, + "stream": 7, "correlation": 27650, + "bytes": 33554432, "memory bandwidth (GB/s)": 0.3618162853101956 + } + }, + { + "ph": "f", "id": 27650, "pid": 0, "tid": 7, "ts": 1776646858114639, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858114487, "dur": 92850, + "args": { + "External id": 3126, + "cbid": 41, "correlation": 27650 + } + }, + { + "ph": "s", "id": 27650, "pid": 435, "tid": 435, "ts": 1776646858114487, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858207350, "dur": 39, + "args": { + "External id": 3126, + "cbid": 131, "correlation": 27651 + } + }, + { + "ph": "s", "id": 27651, "pid": 435, "tid": 435, "ts": 1776646858207350, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858315756, "dur": 40, + "args": { + "External id": 3129, + "device": 0, "context": 1, + "stream": 7, "correlation": 27656, + "bytes": 33554432, "memory bandwidth (GB/s)": 836.2058464375607 + } + }, + { + "ph": "f", "id": 27656, "pid": 0, "tid": 7, "ts": 1776646858315756, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858315699, "dur": 55, + "args": { + "External id": 3129, + "cbid": 41, "correlation": 27656 + } + }, + { + "ph": "s", "id": 27656, "pid": 435, "tid": 435, "ts": 1776646858315699, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858316319, "dur": 2122, + "args": { + "External id": 3138, + "device": 0, "context": 1, + "stream": 7, "correlation": 27671, + "bytes": 8388608, "memory bandwidth (GB/s)": 3.9514759256773146 + } + }, + { + "ph": "f", "id": 27671, "pid": 0, "tid": 7, "ts": 1776646858316319, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858316005, "dur": 2379, + "args": { + "External id": 3138, + "cbid": 41, "correlation": 27671 + } + }, + { + "ph": "s", "id": 27671, "pid": 435, "tid": 435, "ts": 1776646858316005, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858318385, "dur": 64, + "args": { + "External id": 3138, + "cbid": 131, "correlation": 27672 + } + }, + { + "ph": "s", "id": 27672, "pid": 435, "tid": 435, "ts": 1776646858318385, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858318513, "dur": 17, + "args": { + "External id": 3142, + "device": 0, "context": 1, + "stream": 7, "correlation": 27684, + "bytes": 262144, "memory bandwidth (GB/s)": 14.94890510948905 + } + }, + { + "ph": "f", "id": 27684, "pid": 0, "tid": 7, "ts": 1776646858318513, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858318483, "dur": 27, + "args": { + "External id": 3142, + "cbid": 41, "correlation": 27684 + } + }, + { + "ph": "s", "id": 27684, "pid": 435, "tid": 435, "ts": 1776646858318483, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858318511, "dur": 26, + "args": { + "External id": 3142, + "cbid": 131, "correlation": 27685 + } + }, + { + "ph": "s", "id": 27685, "pid": 435, "tid": 435, "ts": 1776646858318511, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858318569, "dur": 1, + "args": { + "External id": 3146, + "device": 0, "context": 1, + "stream": 7, "correlation": 27697, + "bytes": 2048, "memory bandwidth (GB/s)": 1.4555792466240227 + } + }, + { + "ph": "f", "id": 27697, "pid": 0, "tid": 7, "ts": 1776646858318569, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858318559, "dur": 6, + "args": { + "External id": 3146, + "cbid": 41, "correlation": 27697 + } + }, + { + "ph": "s", "id": 27697, "pid": 435, "tid": 435, "ts": 1776646858318559, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858318565, "dur": 10, + "args": { + "External id": 3146, + "cbid": 131, "correlation": 27698 + } + }, + { + "ph": "s", "id": 27698, "pid": 435, "tid": 435, "ts": 1776646858318565, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858318729, "dur": 232, + "args": { + "External id": 3161, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27710, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27710, "pid": 0, "tid": 7, "ts": 1776646858318729, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858318707, "dur": 23, + "args": { + "External id": 3161, + "cbid": 211, "correlation": 27710 + } + }, + { + "ph": "s", "id": 27710, "pid": 435, "tid": 435, "ts": 1776646858318707, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858318963, "dur": 6, + "args": { + "External id": 3167, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27724, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 2.370370, + "warps per SM": 9.481482, + "grid": [256, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 15 + } + }, + { + "ph": "f", "id": 27724, "pid": 0, "tid": 7, "ts": 1776646858318963, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858318767, "dur": 8, + "args": { + "External id": 3167, + "cbid": 211, "correlation": 27724 + } + }, + { + "ph": "s", "id": 27724, "pid": 435, "tid": 435, "ts": 1776646858318767, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858318971, "dur": 128, + "args": { + "External id": 3169, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27735, + "registers per thread": 20, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27735, "pid": 0, "tid": 7, "ts": 1776646858318971, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858318813, "dur": 9, + "args": { + "External id": 3169, + "cbid": 211, "correlation": 27735 + } + }, + { + "ph": "s", "id": 27735, "pid": 435, "tid": 435, "ts": 1776646858318813, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858319100, "dur": 39, + "args": { + "External id": 3170, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27745, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27745, "pid": 0, "tid": 7, "ts": 1776646858319100, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858318843, "dur": 7, + "args": { + "External id": 3170, + "cbid": 211, "correlation": 27745 + } + }, + { + "ph": "s", "id": 27745, "pid": 435, "tid": 435, "ts": 1776646858318843, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858319141, "dur": 100, + "args": { + "External id": 3174, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27758, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27758, "pid": 0, "tid": 7, "ts": 1776646858319141, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858318875, "dur": 8, + "args": { + "External id": 3174, + "cbid": 211, "correlation": 27758 + } + }, + { + "ph": "s", "id": 27758, "pid": 435, "tid": 435, "ts": 1776646858318875, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858319243, "dur": 75, + "args": { + "External id": 3175, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27765, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27765, "pid": 0, "tid": 7, "ts": 1776646858319243, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858318916, "dur": 7, + "args": { + "External id": 3175, + "cbid": 211, "correlation": 27765 + } + }, + { + "ph": "s", "id": 27765, "pid": 435, "tid": 435, "ts": 1776646858318916, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array >(int, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858319320, "dur": 76, + "args": { + "External id": 3176, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27775, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27775, "pid": 0, "tid": 7, "ts": 1776646858319320, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858318958, "dur": 7, + "args": { + "External id": 3176, + "cbid": 211, "correlation": 27775 + } + }, + { + "ph": "s", "id": 27775, "pid": 435, "tid": 435, "ts": 1776646858318958, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858319398, "dur": 103, + "args": { + "External id": 3186, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27788, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27788, "pid": 0, "tid": 7, "ts": 1776646858319398, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858319013, "dur": 9, + "args": { + "External id": 3186, + "cbid": 211, "correlation": 27788 + } + }, + { + "ph": "s", "id": 27788, "pid": 435, "tid": 435, "ts": 1776646858319013, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858319504, "dur": 1, + "args": { + "External id": 3196, + "device": 0, "context": 1, + "stream": 7, "correlation": 27803, + "bytes": 512, "memory bandwidth (GB/s)": 0.3902439024390244 + } + }, + { + "ph": "f", "id": 27803, "pid": 0, "tid": 7, "ts": 1776646858319504, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858319102, "dur": 11, + "args": { + "External id": 3196, + "cbid": 41, "correlation": 27803 + } + }, + { + "ph": "s", "id": 27803, "pid": 435, "tid": 435, "ts": 1776646858319102, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858319114, "dur": 397, + "args": { + "External id": 3196, + "cbid": 131, "correlation": 27804 + } + }, + { + "ph": "s", "id": 27804, "pid": 435, "tid": 435, "ts": 1776646858319114, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858319566, "dur": 9, + "args": { + "External id": 3198, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27813, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 2.370370, + "warps per SM": 9.481482, + "grid": [256, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 15 + } + }, + { + "ph": "f", "id": 27813, "pid": 0, "tid": 7, "ts": 1776646858319566, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858319553, "dur": 11, + "args": { + "External id": 3198, + "cbid": 211, "correlation": 27813 + } + }, + { + "ph": "s", "id": 27813, "pid": 435, "tid": 435, "ts": 1776646858319553, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858319632, "dur": 112, + "args": { + "External id": 3212, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27828, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 27828, "pid": 0, "tid": 7, "ts": 1776646858319632, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858319621, "dur": 8, + "args": { + "External id": 3212, + "cbid": 211, "correlation": 27828 + } + }, + { + "ph": "s", "id": 27828, "pid": 435, "tid": 435, "ts": 1776646858319621, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858319746, "dur": 1, + "args": { + "External id": 3222, + "device": 0, "context": 1, + "stream": 7, "correlation": 27843, + "bytes": 8192, "memory bandwidth (GB/s)": 4.4936917169500825 + } + }, + { + "ph": "f", "id": 27843, "pid": 0, "tid": 7, "ts": 1776646858319746, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858319676, "dur": 9, + "args": { + "External id": 3222, + "cbid": 41, "correlation": 27843 + } + }, + { + "ph": "s", "id": 27843, "pid": 435, "tid": 435, "ts": 1776646858319676, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858319686, "dur": 67, + "args": { + "External id": 3222, + "cbid": 131, "correlation": 27844 + } + }, + { + "ph": "s", "id": 27844, "pid": 435, "tid": 435, "ts": 1776646858319686, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858319784, "dur": 128, + "args": { + "External id": 3218, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27853, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 75 + } + }, + { + "ph": "f", "id": 27853, "pid": 0, "tid": 7, "ts": 1776646858319784, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858319772, "dur": 11, + "args": { + "External id": 3218, + "cbid": 211, "correlation": 27853 + } + }, + { + "ph": "s", "id": 27853, "pid": 435, "tid": 435, "ts": 1776646858319772, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoH (Device -> Pageable)", "pid": 0, "tid": 7, + "ts": 1776646858330776, "dur": 47228, + "args": { + "External id": 3231, + "device": 0, "context": 1, + "stream": 7, "correlation": 27861, + "bytes": 67108864, "memory bandwidth (GB/s)": 1.4209365534207716 + } + }, + { + "ph": "f", "id": 27861, "pid": 0, "tid": 7, "ts": 1776646858330776, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858330758, "dur": 48501, + "args": { + "External id": 3231, + "cbid": 41, "correlation": 27861 + } + }, + { + "ph": "s", "id": 27861, "pid": 435, "tid": 435, "ts": 1776646858330758, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858379261, "dur": 7, + "args": { + "External id": 3231, + "cbid": 131, "correlation": 27862 + } + }, + { + "ph": "s", "id": 27862, "pid": 435, "tid": 435, "ts": 1776646858379261, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858438664, "dur": 493, + "args": { + "External id": 3241, + "device": 0, "context": 1, + "stream": 7, "correlation": 27874, + "bytes": 8388608, "memory bandwidth (GB/s)": 16.998123614493963 + } + }, + { + "ph": "f", "id": 27874, "pid": 0, "tid": 7, "ts": 1776646858438664, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858438510, "dur": 586, + "args": { + "External id": 3241, + "cbid": 41, "correlation": 27874 + } + }, + { + "ph": "s", "id": 27874, "pid": 435, "tid": 435, "ts": 1776646858438510, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858439099, "dur": 69, + "args": { + "External id": 3241, + "cbid": 131, "correlation": 27875 + } + }, + { + "ph": "s", "id": 27875, "pid": 435, "tid": 435, "ts": 1776646858439099, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858439317, "dur": 9, + "args": { + "External id": 3247, + "device": 0, "context": 1, + "stream": 7, "correlation": 27880, + "bytes": 8388608, "memory bandwidth (GB/s)": 851.0305366744445 + } + }, + { + "ph": "f", "id": 27880, "pid": 0, "tid": 7, "ts": 1776646858439317, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858439274, "dur": 41, + "args": { + "External id": 3247, + "cbid": 41, "correlation": 27880 + } + }, + { + "ph": "s", "id": 27880, "pid": 435, "tid": 435, "ts": 1776646858439274, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858439365, "dur": 3, + "args": { + "External id": 3253, + "device": 0, "context": 1, + "stream": 7, "correlation": 27888, + "bytes": 262144, "memory bandwidth (GB/s)": 73.12245467224547 + } + }, + { + "ph": "f", "id": 27888, "pid": 0, "tid": 7, "ts": 1776646858439365, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858439349, "dur": 13, + "args": { + "External id": 3253, + "cbid": 41, "correlation": 27888 + } + }, + { + "ph": "s", "id": 27888, "pid": 435, "tid": 435, "ts": 1776646858439349, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::FillFunctor, at::detail::Array >(int, at::native::FillFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858440238, "dur": 1, + "args": { + "External id": 3258, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27911, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 0.009259, + "warps per SM": 0.037037, + "grid": [1, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 27911, "pid": 0, "tid": 7, "ts": 1776646858440238, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858440214, "dur": 25, + "args": { + "External id": 3258, + "cbid": 211, "correlation": 27911 + } + }, + { + "ph": "s", "id": 27911, "pid": 435, "tid": 435, "ts": 1776646858440214, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaDeviceGetAttribute", "pid": 435, "tid": 435, + "ts": 1776646858440252, "dur": 2, + "args": { + "External id": 27917, + "cbid": 200, "correlation": 27917 + } + }, + { + "ph": "f", "id": 27917, "pid": 435, "tid": 435, "ts": 1776646858440252, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaFuncSetAttribute", "pid": 435, "tid": 435, + "ts": 1776646858440255, "dur": 3, + "args": { + "External id": 27918, + "cbid": 273, "correlation": 27918 + } + }, + { + "ph": "f", "id": 27918, "pid": 435, "tid": 435, "ts": 1776646858440255, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void Marlin<256, 1, 8, 8, 4, 8>(int4 const*, int4 const*, int4*, int4 const*, int, int, int, int*)", "pid": 0, "tid": 7, + "ts": 1776646858440269, "dur": 16, + "args": { + "External id": 27919, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27919, + "registers per thread": 128, + "shared memory": 98304, + "blocks per SM": 1.000000, + "warps per SM": 8.000000, + "grid": [108, 1, 1], + "block": [256, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 27919, "pid": 0, "tid": 7, "ts": 1776646858440269, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858440260, "dur": 6, + "args": { + "External id": 27919, + "cbid": 211, "correlation": 27919 + } + }, + { + "ph": "s", "id": 27919, "pid": 435, "tid": 435, "ts": 1776646858440260, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::FillFunctor, at::detail::Array >(int, at::native::FillFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858440311, "dur": 1, + "args": { + "External id": 3263, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27937, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 0.009259, + "warps per SM": 0.037037, + "grid": [1, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 27937, "pid": 0, "tid": 7, "ts": 1776646858440311, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858440301, "dur": 7, + "args": { + "External id": 3263, + "cbid": 211, "correlation": 27937 + } + }, + { + "ph": "s", "id": 27937, "pid": 435, "tid": 435, "ts": 1776646858440301, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaDeviceGetAttribute", "pid": 435, "tid": 435, + "ts": 1776646858440314, "dur": 0, + "args": { + "External id": 27943, + "cbid": 200, "correlation": 27943 + } + }, + { + "ph": "f", "id": 27943, "pid": 435, "tid": 435, "ts": 1776646858440314, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaFuncSetAttribute", "pid": 435, "tid": 435, + "ts": 1776646858440315, "dur": 0, + "args": { + "External id": 27944, + "cbid": 273, "correlation": 27944 + } + }, + { + "ph": "f", "id": 27944, "pid": 435, "tid": 435, "ts": 1776646858440315, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void Marlin<256, 1, 8, 8, 4, 8>(int4 const*, int4 const*, int4*, int4 const*, int, int, int, int*)", "pid": 0, "tid": 7, + "ts": 1776646858440324, "dur": 16, + "args": { + "External id": 27945, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27945, + "registers per thread": 128, + "shared memory": 98304, + "blocks per SM": 1.000000, + "warps per SM": 8.000000, + "grid": [108, 1, 1], + "block": [256, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 27945, "pid": 0, "tid": 7, "ts": 1776646858440324, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858440316, "dur": 5, + "args": { + "External id": 27945, + "cbid": 211, "correlation": 27945 + } + }, + { + "ph": "s", "id": 27945, "pid": 435, "tid": 435, "ts": 1776646858440316, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::FillFunctor, at::detail::Array >(int, at::native::FillFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858440360, "dur": 1, + "args": { + "External id": 3268, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27963, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 0.009259, + "warps per SM": 0.037037, + "grid": [1, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 27963, "pid": 0, "tid": 7, "ts": 1776646858440360, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858440351, "dur": 6, + "args": { + "External id": 3268, + "cbid": 211, "correlation": 27963 + } + }, + { + "ph": "s", "id": 27963, "pid": 435, "tid": 435, "ts": 1776646858440351, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaDeviceGetAttribute", "pid": 435, "tid": 435, + "ts": 1776646858440363, "dur": 0, + "args": { + "External id": 27969, + "cbid": 200, "correlation": 27969 + } + }, + { + "ph": "f", "id": 27969, "pid": 435, "tid": 435, "ts": 1776646858440363, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaFuncSetAttribute", "pid": 435, "tid": 435, + "ts": 1776646858440364, "dur": 0, + "args": { + "External id": 27970, + "cbid": 273, "correlation": 27970 + } + }, + { + "ph": "f", "id": 27970, "pid": 435, "tid": 435, "ts": 1776646858440364, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void Marlin<256, 1, 8, 8, 4, 8>(int4 const*, int4 const*, int4*, int4 const*, int, int, int, int*)", "pid": 0, "tid": 7, + "ts": 1776646858440373, "dur": 16, + "args": { + "External id": 27971, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 27971, + "registers per thread": 128, + "shared memory": 98304, + "blocks per SM": 1.000000, + "warps per SM": 8.000000, + "grid": [108, 1, 1], + "block": [256, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 27971, "pid": 0, "tid": 7, "ts": 1776646858440373, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858440365, "dur": 5, + "args": { + "External id": 27971, + "cbid": 211, "correlation": 27971 + } + }, + { + "ph": "s", "id": 27971, "pid": 435, "tid": 435, "ts": 1776646858440365, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, 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"cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#1}::operator()() const::{lambda(unsigned char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858456330, "dur": 58, + "args": { + "External id": 4787, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36076, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + 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"blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36096, "pid": 0, "tid": 7, "ts": 1776646858456391, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456243, "dur": 11, + "args": { + "External id": 4798, + "cbid": 211, "correlation": 36096 + } + }, + { + "ph": "s", "id": 36096, "pid": 435, "tid": 435, "ts": 1776646858456243, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858456429, "dur": 40, + "args": { + "External id": 4801, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36106, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36106, "pid": 0, "tid": 7, "ts": 1776646858456429, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456279, "dur": 7, + "args": { + "External id": 4801, + "cbid": 211, "correlation": 36106 + } + }, + { + "ph": "s", "id": 36106, "pid": 435, "tid": 435, "ts": 1776646858456279, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::AUnaryFunctor >, at::detail::Array >(int, at::native::AUnaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858456471, "dur": 18, + "args": { + "External id": 4805, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36116, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36116, "pid": 0, "tid": 7, "ts": 1776646858456471, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456330, "dur": 8, + "args": { + "External id": 4805, + "cbid": 211, "correlation": 36116 + } + }, + { + "ph": "s", "id": 36116, "pid": 435, "tid": 435, "ts": 1776646858456330, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858456490, "dur": 30, + "args": { + "External id": 4809, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36129, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36129, "pid": 0, "tid": 7, "ts": 1776646858456490, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456361, "dur": 6, + "args": { + "External id": 4809, + "cbid": 211, "correlation": 36129 + } + }, + { + "ph": "s", "id": 36129, "pid": 435, "tid": 435, "ts": 1776646858456361, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BUnaryFunctor, at::detail::Array >(int, at::native::BUnaryFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858456522, "dur": 18, + "args": { + "External id": 4810, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36143, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36143, "pid": 0, "tid": 7, "ts": 1776646858456522, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456393, "dur": 7, + "args": { + "External id": 4810, + "cbid": 211, "correlation": 36143 + } + }, + { + "ph": "s", "id": 36143, "pid": 435, "tid": 435, "ts": 1776646858456393, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858456541, "dur": 30, + "args": { + "External id": 4815, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36156, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 151.703705, + "warps per SM": 606.814819, + "grid": [16384, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36156, "pid": 0, "tid": 7, "ts": 1776646858456541, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456420, "dur": 6, + "args": { + "External id": 4815, + "cbid": 211, "correlation": 36156 + } + }, + { + "ph": "s", "id": 36156, "pid": 435, "tid": 435, "ts": 1776646858456420, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::(anonymous namespace)::CatArrayBatchedCopy_contig, unsigned int, 3, 128, 1>(at::native::(anonymous namespace)::OpaqueType<1u>*, at::native::(anonymous namespace)::CatArrInputTensorMetadata, unsigned int, 128, 1>, at::native::(anonymous namespace)::TensorSizeStride, int, unsigned int)", "pid": 0, "tid": 7, + "ts": 1776646858456573, "dur": 64, + "args": { + "External id": 4821, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36168, + "registers per thread": 21, + "shared memory": 0, + "blocks per SM": 4.000000, + "warps per SM": 64.000000, + "grid": [216, 2, 1], + "block": [512, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36168, "pid": 0, "tid": 7, "ts": 1776646858456573, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456482, "dur": 11, + "args": { + "External id": 4821, + "cbid": 211, "correlation": 36168 + } + }, + { + "ph": "s", "id": 36168, "pid": 435, "tid": 435, "ts": 1776646858456482, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858456639, "dur": 72, + "args": { + "External id": 4832, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36181, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36181, "pid": 0, "tid": 7, "ts": 1776646858456639, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456553, "dur": 9, + "args": { + "External id": 4832, + "cbid": 211, "correlation": 36181 + } + }, + { + "ph": "s", "id": 36181, "pid": 435, "tid": 435, "ts": 1776646858456553, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858456713, "dur": 33, + "args": { + "External id": 4835, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36192, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36192, "pid": 0, "tid": 7, "ts": 1776646858456713, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456593, "dur": 7, + "args": { + "External id": 4835, + "cbid": 211, "correlation": 36192 + } + }, + { + "ph": "s", "id": 36192, "pid": 435, "tid": 435, "ts": 1776646858456593, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858456748, "dur": 92, + "args": { + "External id": 4839, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36205, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36205, "pid": 0, "tid": 7, "ts": 1776646858456748, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456623, "dur": 8, + "args": { + "External id": 4839, + "cbid": 211, "correlation": 36205 + } + }, + { + "ph": "s", "id": 36205, "pid": 435, "tid": 435, "ts": 1776646858456623, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BinaryFunctor >, at::detail::Array >(int, at::native::BinaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858456842, "dur": 60, + "args": { + "External id": 4840, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36216, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 36216, "pid": 0, "tid": 7, "ts": 1776646858456842, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858456649, "dur": 6, + "args": { + "External id": 4840, + "cbid": 211, "correlation": 36216 + } + }, + { + "ph": "s", "id": 36216, "pid": 435, "tid": 435, "ts": 1776646858456649, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaOccupancyMaxActiveBlocksPerMultiprocessor", "pid": 435, "tid": 435, + "ts": 1776646858457221, "dur": 12, + "args": { + "External id": 4842, + "cbid": 210, "correlation": 36243 + } + }, + { + "ph": "f", "id": 36243, "pid": 435, "tid": 435, "ts": 1776646858457221, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaOccupancyMaxActiveBlocksPerMultiprocessor", "pid": 435, "tid": 435, + "ts": 1776646858457244, "dur": 0, + "args": { + "External id": 4842, + "cbid": 210, "correlation": 36244 + } + }, + { + "ph": "f", "id": 36244, "pid": 435, "tid": 435, "ts": 1776646858457244, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "ampere_fp16_s16816gemm_fp16_64x64_sliced1x2_ldg8_f2f_stages_64x6_nn", "pid": 0, "tid": 7, + "ts": 1776646858457270, "dur": 32, + "args": { + "External id": 4842, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36245, + "registers per thread": 146, + "shared memory": 98304, + "blocks per SM": 0.592593, + "warps per SM": 2.370370, + "grid": [64, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 36245, "pid": 0, "tid": 7, "ts": 1776646858457270, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858457254, "dur": 13, + "args": { + "External id": 4842, + "cbid": 211, "correlation": 36245 + } + }, + { + "ph": "s", "id": 36245, "pid": 435, "tid": 435, "ts": 1776646858457254, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaOccupancyMaxActiveBlocksPerMultiprocessor", "pid": 435, "tid": 435, + "ts": 1776646858457303, "dur": 0, + "args": { + "External id": 4844, + "cbid": 210, "correlation": 36272 + } + }, + { + "ph": "f", "id": 36272, "pid": 435, "tid": 435, "ts": 1776646858457303, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "ampere_fp16_s16816gemm_fp16_64x64_sliced1x2_ldg8_f2f_stages_64x6_nn", "pid": 0, "tid": 7, + "ts": 1776646858457314, "dur": 23, + "args": { + "External id": 4844, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 36273, + "registers per thread": 146, + "shared memory": 98304, + "blocks per SM": 0.592593, + "warps per SM": 2.370370, + "grid": [64, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 36273, "pid": 0, "tid": 7, "ts": 1776646858457314, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858457305, "dur": 6, + "args": { + "External id": 4844, + "cbid": 211, "correlation": 36273 + } + }, + { + "ph": "s", "id": 36273, "pid": 435, "tid": 435, "ts": 1776646858457305, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaOccupancyMaxActiveBlocksPerMultiprocessor", "pid": 435, "tid": 435, + "ts": 1776646858457336, "dur": 0, + "args": { + "External id": 4846, + "cbid": 210, "correlation": 36300 + } + }, + { + "ph": "f", "id": 36300, "pid": 435, "tid": 435, "ts": 1776646858457336, + 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at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858467273, "dur": 73, + "args": { + "External id": 5470, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 44892, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 44892, "pid": 0, "tid": 7, "ts": 1776646858467273, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858467252, "dur": 8, + "args": { + "External id": 5470, + "cbid": 211, "correlation": 44892 + } + }, + { + "ph": "s", "id": 44892, "pid": 435, "tid": 435, "ts": 1776646858467252, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858467347, "dur": 33, + "args": { + "External id": 5473, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 44903, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 44903, "pid": 0, "tid": 7, "ts": 1776646858467347, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858467285, "dur": 6, + "args": { + "External id": 5473, + "cbid": 211, "correlation": 44903 + } + }, + { + "ph": "s", "id": 44903, "pid": 435, "tid": 435, "ts": 1776646858467285, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858467382, "dur": 92, + "args": { + "External id": 5477, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 44916, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 44916, "pid": 0, "tid": 7, "ts": 1776646858467382, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858467313, "dur": 7, + "args": { + "External id": 5477, + "cbid": 211, "correlation": 44916 + } + }, + { + "ph": "s", "id": 44916, "pid": 435, "tid": 435, "ts": 1776646858467313, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BinaryFunctor >, at::detail::Array >(int, at::native::BinaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858467476, "dur": 60, + "args": { + "External id": 5478, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 44927, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 44927, "pid": 0, "tid": 7, "ts": 1776646858467476, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858467337, "dur": 6, + "args": { + "External id": 5478, + "cbid": 211, "correlation": 44927 + } + }, + { + "ph": "s", "id": 44927, "pid": 435, "tid": 435, "ts": 1776646858467337, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858467538, "dur": 225, + "args": { + "External id": 5486, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 44941, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 44941, "pid": 0, "tid": 7, "ts": 1776646858467538, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858467389, "dur": 7, + "args": { + "External id": 5486, + "cbid": 211, "correlation": 44941 + } + }, + { + "ph": "s", "id": 44941, "pid": 435, "tid": 435, "ts": 1776646858467389, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858582553, "dur": 4248, + "args": { + "External id": 5502, + "device": 0, "context": 1, + "stream": 7, "correlation": 44957, + "bytes": 33554432, "memory bandwidth (GB/s)": 7.898249150609015 + } + }, + { + "ph": "f", "id": 44957, "pid": 0, "tid": 7, "ts": 1776646858582553, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858582408, "dur": 4359, + "args": { + "External id": 5502, + "cbid": 41, "correlation": 44957 + } + }, + { + "ph": "s", "id": 44957, "pid": 435, "tid": 435, "ts": 1776646858582408, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858586775, "dur": 38, + "args": { + "External id": 5502, + "cbid": 131, "correlation": 44958 + } + }, + { + "ph": "s", "id": 44958, "pid": 435, "tid": 435, "ts": 1776646858586775, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858616159, "dur": 39, + "args": { + "External id": 5505, + "device": 0, "context": 1, + "stream": 7, "correlation": 44963, + "bytes": 33554432, "memory bandwidth (GB/s)": 844.2853332662355 + } + }, + { + "ph": "f", "id": 44963, "pid": 0, "tid": 7, "ts": 1776646858616159, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858616101, "dur": 56, + "args": { + "External id": 5505, + "cbid": 41, "correlation": 44963 + } + }, + { + "ph": "s", "id": 44963, "pid": 435, "tid": 435, "ts": 1776646858616101, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858616475, "dur": 673, + "args": { + "External id": 5514, + "device": 0, "context": 1, + "stream": 7, "correlation": 44978, + "bytes": 8388608, "memory bandwidth (GB/s)": 12.45225053513483 + } + }, + { + "ph": "f", "id": 44978, "pid": 0, "tid": 7, "ts": 1776646858616475, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858616370, "dur": 721, + "args": { + "External id": 5514, + "cbid": 41, "correlation": 44978 + } + }, + { + "ph": "s", "id": 44978, "pid": 435, "tid": 435, "ts": 1776646858616370, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858617093, "dur": 65, + "args": { + "External id": 5514, + "cbid": 131, "correlation": 44979 + } + }, + { + "ph": "s", "id": 44979, "pid": 435, "tid": 435, "ts": 1776646858617093, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858617224, "dur": 17, + "args": { + "External id": 5518, + "device": 0, "context": 1, + "stream": 7, "correlation": 44991, + "bytes": 262144, "memory bandwidth (GB/s)": 14.92167577413479 + } + }, + { + "ph": "f", "id": 44991, "pid": 0, "tid": 7, "ts": 1776646858617224, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858617193, "dur": 28, + "args": { + "External id": 5518, + "cbid": 41, "correlation": 44991 + } + }, + { + "ph": "s", "id": 44991, "pid": 435, "tid": 435, "ts": 1776646858617193, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858617222, "dur": 26, + "args": { + "External id": 5518, + "cbid": 131, "correlation": 44992 + } + }, + { + "ph": "s", "id": 44992, "pid": 435, "tid": 435, "ts": 1776646858617222, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858617280, "dur": 1, + "args": { + "External id": 5522, + "device": 0, "context": 1, + "stream": 7, "correlation": 45004, + "bytes": 2048, "memory bandwidth (GB/s)": 1.4883720930232558 + } + }, + { + "ph": "f", "id": 45004, "pid": 0, "tid": 7, "ts": 1776646858617280, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858617270, "dur": 6, + "args": { + "External id": 5522, + "cbid": 41, "correlation": 45004 + } + }, + { + "ph": "s", "id": 45004, "pid": 435, "tid": 435, "ts": 1776646858617270, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858617276, "dur": 10, + "args": { + "External id": 5522, + "cbid": 131, "correlation": 45005 + } + }, + { + "ph": "s", "id": 45005, "pid": 435, "tid": 435, "ts": 1776646858617276, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858617449, "dur": 232, + "args": { + "External id": 5537, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45017, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 45017, "pid": 0, "tid": 7, "ts": 1776646858617449, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858617423, "dur": 28, + "args": { + "External id": 5537, + "cbid": 211, "correlation": 45017 + } + }, + { + "ph": "s", "id": 45017, "pid": 435, "tid": 435, "ts": 1776646858617423, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858617683, "dur": 6, + "args": { + "External id": 5543, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45031, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 2.370370, + "warps per SM": 9.481482, + "grid": [256, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 15 + } + }, + { + "ph": "f", "id": 45031, "pid": 0, "tid": 7, "ts": 1776646858617683, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858617490, "dur": 8, + "args": { + "External id": 5543, + "cbid": 211, "correlation": 45031 + } + }, + { + "ph": "s", "id": 45031, "pid": 435, "tid": 435, "ts": 1776646858617490, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858617691, "dur": 128, + "args": { + "External id": 5545, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45042, + "registers per thread": 20, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 45042, "pid": 0, "tid": 7, "ts": 1776646858617691, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858617533, "dur": 8, + "args": { + "External id": 5545, + "cbid": 211, "correlation": 45042 + } + }, + { + "ph": "s", "id": 45042, "pid": 435, "tid": 435, "ts": 1776646858617533, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858617821, "dur": 39, + "args": { + "External id": 5546, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45052, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 45052, "pid": 0, "tid": 7, "ts": 1776646858617821, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858617563, "dur": 7, + "args": { + "External id": 5546, + "cbid": 211, "correlation": 45052 + } + }, + { + "ph": "s", "id": 45052, "pid": 435, "tid": 435, "ts": 1776646858617563, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858617862, "dur": 100, + "args": { + "External id": 5550, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45065, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 45065, "pid": 0, "tid": 7, "ts": 1776646858617862, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858617596, "dur": 8, + "args": { + "External id": 5550, + "cbid": 211, "correlation": 45065 + } + }, + { + "ph": "s", "id": 45065, "pid": 435, "tid": 435, "ts": 1776646858617596, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858617964, "dur": 75, + "args": { + "External id": 5551, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45072, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 45072, "pid": 0, "tid": 7, "ts": 1776646858617964, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858617640, "dur": 8, + "args": { + "External id": 5551, + "cbid": 211, "correlation": 45072 + } + }, + { + "ph": "s", "id": 45072, "pid": 435, "tid": 435, "ts": 1776646858617640, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array >(int, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858618041, "dur": 78, + "args": { + "External id": 5552, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45082, + "registers per thread": 22, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 45082, "pid": 0, "tid": 7, "ts": 1776646858618041, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858617681, "dur": 7, + "args": { + "External id": 5552, + "cbid": 211, "correlation": 45082 + } + }, + { + "ph": "s", "id": 45082, "pid": 435, "tid": 435, "ts": 1776646858617681, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858618122, "dur": 103, + "args": { + "External id": 5562, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45095, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 45095, "pid": 0, "tid": 7, "ts": 1776646858618122, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858617736, "dur": 9, + "args": { + "External id": 5562, + "cbid": 211, "correlation": 45095 + } + }, + { + "ph": "s", "id": 45095, "pid": 435, "tid": 435, "ts": 1776646858617736, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858618228, "dur": 1, + "args": { + "External id": 5572, + "device": 0, "context": 1, + "stream": 7, "correlation": 45110, + "bytes": 512, "memory bandwidth (GB/s)": 0.3902439024390244 + } + }, + { + "ph": "f", "id": 45110, "pid": 0, "tid": 7, "ts": 1776646858618228, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858617825, "dur": 11, + "args": { + "External id": 5572, + "cbid": 41, "correlation": 45110 + } + }, + { + "ph": "s", "id": 45110, "pid": 435, "tid": 435, "ts": 1776646858617825, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858617837, "dur": 88734, + "args": { + "External id": 5572, + "cbid": 131, "correlation": 45111 + } + }, + { + "ph": "s", "id": 45111, "pid": 435, "tid": 435, "ts": 1776646858617837, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858706664, "dur": 9, + "args": { + "External id": 5574, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45120, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 2.370370, + "warps per SM": 9.481482, + "grid": [256, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 15 + } + }, + { + "ph": "f", "id": 45120, "pid": 0, "tid": 7, "ts": 1776646858706664, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858706644, "dur": 20, + "args": { + "External id": 5574, + "cbid": 211, "correlation": 45120 + } + }, + { + "ph": "s", "id": 45120, "pid": 435, "tid": 435, "ts": 1776646858706644, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 2, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#3}::operator()() const::{lambda(int)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858706765, "dur": 112, + "args": { + "External id": 5588, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45135, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 45135, "pid": 0, "tid": 7, "ts": 1776646858706765, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858706751, "dur": 12, + "args": { + "External id": 5588, + "cbid": 211, "correlation": 45135 + } + }, + { + "ph": "s", "id": 45135, "pid": 435, "tid": 435, "ts": 1776646858706751, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858706879, "dur": 1, + "args": { + "External id": 5598, + "device": 0, "context": 1, + "stream": 7, "correlation": 45150, + "bytes": 8192, "memory bandwidth (GB/s)": 4.413793103448276 + } + }, + { + "ph": "f", "id": 45150, "pid": 0, "tid": 7, "ts": 1776646858706879, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858706829, "dur": 11, + "args": { + "External id": 5598, + "cbid": 41, "correlation": 45150 + } + }, + { + "ph": "s", "id": 45150, "pid": 435, "tid": 435, "ts": 1776646858706829, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858706841, "dur": 46, + "args": { + "External id": 5598, + "cbid": 131, "correlation": 45151 + } + }, + { + "ph": "s", "id": 45151, "pid": 435, "tid": 435, "ts": 1776646858706841, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::index_elementwise_kernel<128, 4, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1}>(long, at::native::gpu_index_kernel >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1}>(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef, at::native::index_kernel_impl >(at::TensorIteratorBase&, c10::ArrayRef, c10::ArrayRef)::{lambda(char*, char const*, long)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858706918, "dur": 128, + "args": { + "External id": 5594, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45160, + "registers per thread": 40, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 75 + } + }, + { + "ph": "f", "id": 45160, "pid": 0, "tid": 7, "ts": 1776646858706918, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858706906, "dur": 10, + "args": { + "External id": 5594, + "cbid": 211, "correlation": 45160 + } + }, + { + "ph": "s", "id": 45160, "pid": 435, "tid": 435, "ts": 1776646858706906, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoH (Device -> Pageable)", "pid": 0, "tid": 7, + "ts": 1776646858707285, "dur": 47927, + "args": { + "External id": 5607, + "device": 0, "context": 1, + "stream": 7, "correlation": 45168, + "bytes": 67108864, "memory bandwidth (GB/s)": 1.4002258259677829 + } + }, + { + "ph": "f", "id": 45168, "pid": 0, "tid": 7, "ts": 1776646858707285, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858707271, "dur": 49511, + "args": { + "External id": 5607, + "cbid": 41, "correlation": 45168 + } + }, + { + "ph": "s", "id": 45168, "pid": 435, "tid": 435, "ts": 1776646858707271, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858756785, "dur": 7, + "args": { + "External id": 5607, + "cbid": 131, "correlation": 45169 + } + }, + { + "ph": "s", "id": 45169, "pid": 435, "tid": 435, "ts": 1776646858756785, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy HtoD (Pageable -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858814847, "dur": 578, + "args": { + "External id": 5617, + "device": 0, "context": 1, + "stream": 7, "correlation": 45181, + "bytes": 8388608, "memory bandwidth (GB/s)": 14.507991961342498 + } + }, + { + "ph": "f", "id": 45181, "pid": 0, "tid": 7, "ts": 1776646858814847, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858814686, "dur": 681, + "args": { + "External id": 5617, + "cbid": 41, "correlation": 45181 + } + }, + { + "ph": "s", "id": 45181, "pid": 435, "tid": 435, "ts": 1776646858814686, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamSynchronize", "pid": 435, "tid": 435, + "ts": 1776646858815370, "dur": 65, + "args": { + "External id": 5617, + "cbid": 131, "correlation": 45182 + } + }, + { + "ph": "s", "id": 45182, "pid": 435, "tid": 435, "ts": 1776646858815370, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858815596, "dur": 9, + "args": { + "External id": 5623, + "device": 0, "context": 1, + "stream": 7, "correlation": 45187, + "bytes": 8388608, "memory bandwidth (GB/s)": 868.1163199834419 + } + }, + { + "ph": "f", "id": 45187, "pid": 0, "tid": 7, "ts": 1776646858815596, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858815552, "dur": 41, + "args": { + "External id": 5623, + "cbid": 41, "correlation": 45187 + } + }, + { + "ph": "s", "id": 45187, "pid": 435, "tid": 435, "ts": 1776646858815552, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "gpu_memcpy", "name": "Memcpy DtoD (Device -> Device)", "pid": 0, "tid": 7, + "ts": 1776646858815645, "dur": 3, + "args": { + "External id": 5629, + "device": 0, "context": 1, + "stream": 7, "correlation": 45195, + "bytes": 262144, "memory bandwidth (GB/s)": 76.583114227286 + } + }, + { + "ph": "f", "id": 45195, "pid": 0, "tid": 7, "ts": 1776646858815645, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMemcpyAsync", "pid": 435, "tid": 435, + "ts": 1776646858815629, "dur": 13, + "args": { + "External id": 5629, + "cbid": 41, "correlation": 45195 + } + }, + { + "ph": "s", "id": 45195, "pid": 435, "tid": 435, "ts": 1776646858815629, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::FillFunctor, at::detail::Array >(int, at::native::FillFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858816420, "dur": 1, + "args": { + "External id": 5634, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45218, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 0.009259, + "warps per SM": 0.037037, + "grid": [1, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 0 + } + }, + { + "ph": "f", "id": 45218, "pid": 0, "tid": 7, "ts": 1776646858816420, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858816397, "dur": 23, + "args": { + "External id": 5634, + "cbid": 211, "correlation": 45218 + } + }, + { + "ph": "s", "id": 45218, "pid": 435, "tid": 435, "ts": 1776646858816397, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaDeviceGetAttribute", "pid": 435, "tid": 435, + "ts": 1776646858816434, "dur": 2, + "args": { + "External id": 45224, + "cbid": 200, "correlation": 45224 + } + }, + { + "ph": "f", "id": 45224, "pid": 435, "tid": 435, "ts": 1776646858816434, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaFuncSetAttribute", "pid": 435, "tid": 435, + "ts": 1776646858816437, "dur": 3, + "args": { + "External id": 45225, + "cbid": 273, "correlation": 45225 + } + }, + { + "ph": "f", "id": 45225, "pid": 435, "tid": 435, "ts": 1776646858816437, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void Marlin<256, 1, 8, 8, 4, 8>(int4 const*, int4 const*, int4*, int4 const*, int, int, int, int*)", "pid": 0, "tid": 7, + "ts": 1776646858816451, "dur": 16, + "args": { + "External id": 45226, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 45226, + "registers per thread": 128, + "shared memory": 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const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858832399, "dur": 195, + "args": { + "External id": 7151, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53326, + "registers per thread": 20, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53326, "pid": 0, "tid": 7, "ts": 1776646858832399, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858832269, "dur": 8, + "args": { + "External id": 7151, + "cbid": 211, "correlation": 53326 + } + }, + { + "ph": "s", "id": 53326, "pid": 435, "tid": 435, "ts": 1776646858832269, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaStreamIsCapturing", "pid": 435, "tid": 435, + "ts": 1776646858832295, "dur": 0, + "args": { + "External id": 7152, + "cbid": 317, "correlation": 53335 + } + }, + { + "ph": "f", "id": 53335, "pid": 435, "tid": 435, "ts": 1776646858832295, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaMalloc", "pid": 435, "tid": 435, + "ts": 1776646858832296, "dur": 587, + "args": { + "External id": 7152, + "cbid": 20, "correlation": 53336 + } + }, + { + "ph": "f", "id": 53336, "pid": 435, "tid": 435, "ts": 1776646858832296, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::round_kernel_cuda(at::TensorIteratorBase&)::{lambda()#1}::operator()() const::{lambda()#3}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858832915, "dur": 77, + "args": { + "External id": 7152, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53340, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53340, "pid": 0, "tid": 7, "ts": 1776646858832915, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858832896, "dur": 14, + "args": { + "External id": 7152, + "cbid": 211, "correlation": 53340 + } + }, + { + "ph": "s", "id": 53340, "pid": 435, "tid": 435, "ts": 1776646858832896, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#8}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array >(int, at::native::(anonymous namespace)::launch_clamp_scalar(at::TensorIteratorBase&, c10::Scalar, c10::Scalar, at::native::detail::ClampLimits)::{lambda()#1}::operator()() const::{lambda()#8}::operator()() const::{lambda(c10::Half)#1}, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858832994, "dur": 80, + "args": { + "External id": 7153, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53350, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53350, "pid": 0, "tid": 7, "ts": 1776646858832994, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858832940, "dur": 7, + "args": { + "External id": 7153, + "cbid": 211, "correlation": 53350 + } + }, + { + "ph": "s", "id": 53350, "pid": 435, "tid": 435, "ts": 1776646858832940, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858833076, "dur": 185, + "args": { + "External id": 7158, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53363, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53363, "pid": 0, "tid": 7, "ts": 1776646858833076, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858832979, "dur": 9, + "args": { + "External id": 7158, + "cbid": 211, "correlation": 53363 + } + }, + { + "ph": "s", "id": 53363, "pid": 435, "tid": 435, "ts": 1776646858832979, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::CUDAFunctorOnSelf_add, at::detail::Array >(int, at::native::CUDAFunctorOnSelf_add, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858833263, "dur": 63, + "args": { + "External id": 7159, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53374, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53374, "pid": 0, "tid": 7, "ts": 1776646858833263, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833020, "dur": 8, + "args": { + "External id": 7159, + "cbid": 211, "correlation": 53374 + } + }, + { + "ph": "s", "id": 53374, "pid": 435, "tid": 435, "ts": 1776646858833020, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#1}::operator()() const::{lambda(unsigned char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858833328, "dur": 112, + "args": { + "External id": 7163, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53387, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53387, "pid": 0, "tid": 7, "ts": 1776646858833328, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833049, "dur": 8, + "args": { + "External id": 7163, + "cbid": 211, "correlation": 53387 + } + }, + { + "ph": "s", "id": 53387, "pid": 435, "tid": 435, "ts": 1776646858833049, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast >(at::TensorIteratorBase&, at::native::BUnaryFunctor const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast >(at::TensorIteratorBase&, at::native::BUnaryFunctor const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858833443, "dur": 78, + "args": { + "External id": 7174, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53407, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53407, "pid": 0, "tid": 7, "ts": 1776646858833443, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833146, "dur": 10, + "args": { + "External id": 7174, + "cbid": 211, "correlation": 53407 + } + }, + { + "ph": "s", "id": 53407, "pid": 435, "tid": 435, "ts": 1776646858833146, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast > >(at::TensorIteratorBase&, at::native::BinaryFunctor > const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858833524, "dur": 84, + "args": { + "External id": 7177, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53417, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53417, "pid": 0, "tid": 7, "ts": 1776646858833524, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833183, "dur": 7, + "args": { + "External id": 7177, + "cbid": 211, "correlation": 53417 + } + }, + { + "ph": "s", "id": 53417, "pid": 435, "tid": 435, "ts": 1776646858833183, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::AUnaryFunctor >, at::detail::Array >(int, at::native::AUnaryFunctor >, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858833609, "dur": 33, + "args": { + "External id": 7181, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53427, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53427, "pid": 0, "tid": 7, "ts": 1776646858833609, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833233, "dur": 8, + "args": { + "External id": 7181, + "cbid": 211, "correlation": 53427 + } + }, + { + "ph": "s", "id": 53427, "pid": 435, "tid": 435, "ts": 1776646858833233, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858833645, "dur": 58, + "args": { + "External id": 7185, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53440, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53440, "pid": 0, "tid": 7, "ts": 1776646858833645, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833264, "dur": 7, + "args": { + "External id": 7185, + "cbid": 211, "correlation": 53440 + } + }, + { + "ph": "s", "id": 53440, "pid": 435, "tid": 435, "ts": 1776646858833264, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::vectorized_elementwise_kernel<4, at::native::BUnaryFunctor, at::detail::Array >(int, at::native::BUnaryFunctor, at::detail::Array)", "pid": 0, "tid": 7, + "ts": 1776646858833704, "dur": 33, + "args": { + "External id": 7186, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53454, + "registers per thread": 18, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53454, "pid": 0, "tid": 7, "ts": 1776646858833704, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833297, "dur": 7, + "args": { + "External id": 7186, + "cbid": 211, "correlation": 53454 + } + }, + { + "ph": "s", "id": 53454, "pid": 435, "tid": 435, "ts": 1776646858833297, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::unrolled_elementwise_kernel, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1> >(int, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#2}::operator()() const::{lambda(signed char)#1}, at::detail::Array, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, at::native::memory::LoadWithCast<1>, at::native::memory::StoreWithCast<1>)", "pid": 0, "tid": 7, + "ts": 1776646858833739, "dur": 58, + "args": { + "External id": 7191, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53467, + "registers per thread": 32, + "shared memory": 0, + "blocks per SM": 303.407410, + "warps per SM": 1213.629639, + "grid": [32768, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53467, "pid": 0, "tid": 7, "ts": 1776646858833739, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833324, "dur": 6, + "args": { + "External id": 7191, + "cbid": 211, "correlation": 53467 + } + }, + { + "ph": "s", "id": 53467, "pid": 435, "tid": 435, "ts": 1776646858833324, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::(anonymous namespace)::CatArrayBatchedCopy_contig, unsigned int, 3, 128, 1>(at::native::(anonymous namespace)::OpaqueType<1u>*, at::native::(anonymous namespace)::CatArrInputTensorMetadata, unsigned int, 128, 1>, at::native::(anonymous namespace)::TensorSizeStride, int, unsigned int)", "pid": 0, "tid": 7, + "ts": 1776646858833799, "dur": 127, + "args": { + "External id": 7197, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53479, + "registers per thread": 21, + "shared memory": 0, + "blocks per SM": 4.000000, + "warps per SM": 64.000000, + "grid": [216, 2, 1], + "block": [512, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53479, "pid": 0, "tid": 7, "ts": 1776646858833799, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833379, "dur": 9, + "args": { + "External id": 7197, + "cbid": 211, "correlation": 53479 + } + }, + { + "ph": "s", "id": 53479, "pid": 435, "tid": 435, "ts": 1776646858833379, + "cat": "ac2g", "name": "ac2g" + }, + { + "ph": "X", "cat": "kernel", "name": "void at::native::elementwise_kernel<128, 4, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1}>(int, at::native::gpu_kernel_impl_nocast(at::TensorIteratorBase&, at::native::direct_copy_kernel_cuda(at::TensorIteratorBase&)::{lambda()#3}::operator()() const::{lambda()#10}::operator()() const::{lambda(c10::Half)#1} const&)::{lambda(int)#1})", "pid": 0, "tid": 7, + "ts": 1776646858833928, "dur": 138, + "args": { + "External id": 7208, + "queued": 0, "device": 0, "context": 1, + "stream": 7, "correlation": 53492, + "registers per thread": 16, + "shared memory": 0, + "blocks per SM": 606.814819, + "warps per SM": 2427.259277, + "grid": [65536, 1, 1], + "block": [128, 1, 1], + "est. achieved occupancy %": 100 + } + }, + { + "ph": "f", "id": 53492, "pid": 0, "tid": 7, "ts": 1776646858833928, + "cat": "ac2g", "name": "ac2g", "bp": "e" + }, + { + "ph": "X", "cat": "cuda_runtime", "name": "cudaLaunchKernel", "pid": 435, "tid": 435, + "ts": 1776646858833448, "dur": 8, + "args": { + "External id": 7208, + "cbid": 211, "correlation": 53492 + } + }, + { + "ph": "s", "id": 53492, "pid": 435, "tid": 435, "ts": 1776646858833448, + "cat": "ac2g", "name": "ac2g" 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"docs/profiling/marlin/20260420T010050Z/trace.json" +} \ No newline at end of file From 0911b539c73a991b05cc8d727bf660d688146076 Mon Sep 17 00:00:00 2001 From: swordfish-autoresearch Date: Mon, 20 Apr 2026 01:01:42 +0000 Subject: [PATCH 2/2] autoresearch: link PR in INDEX.md --- docs/profiling/INDEX.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/profiling/INDEX.md b/docs/profiling/INDEX.md index 2a14675..a0bc911 100644 --- a/docs/profiling/INDEX.md +++ b/docs/profiling/INDEX.md @@ -5,4 +5,4 @@ Newest first. PR column links to the draft PR carrying the artifacts. | timestamp (UTC) | source SHA | shapes | impls | GPU | 8b-b1 marlin TFLOPS | run dir | PR | |---|---|---|---|---|---|---|---| -| 20260420T010050Z | `9a18569` | voice | fp16,marlin | NVIDIA A100-SXM4-80GB | 0.7 | [`20260420T010050Z/`](./marlin/20260420T010050Z/) | _pending_ | +| 20260420T010050Z | `9a18569` | voice | fp16,marlin | NVIDIA A100-SXM4-80GB | 0.7 | [`20260420T010050Z/`](./marlin/20260420T010050Z/) | [link](https://github.com/chokevin/swordfish/pull/1) |