{ "prompt": "A playful orange tabby cat starts in an ordinary cozy living room in a normal house, afternoon light, sofa and rug. The cat crouches, jumps, and does one clean athletic backflip in slow motion. As the backflip completes there is a sharp cinematic cut: the cat lands perfectly on a glowing neon disco dance floor wearing oversized black sunglasses. Mirror ball reflections, colorful lights, joyful party energy, stylish and funny, clear before-and-after transformation.", "model_path": "/models/minimax_h3_fl2va_pruned_nvfp4.safetensors", "width": 1344, "height": 768, "frames": 124, "steps": 12, "sampler_step": 1, "seed": 440420, "text_tokens": 100, "block_index": 49, "attention": "sage2", "warmup": 2, "iterations": 3, "hidden_shape": [ 37810, 5376 ], "output_shape": [ 37810, 5376 ], "segments": [ [ 0, 100, 1 ], [ 100, 514, 2 ], [ 514, 37810, 0 ] ], "timings": { "norm1": { "count": 3, "mean_s": 0.003877114000109335, "p50_s": 0.003574107016902417, "p90_s": 0.004309529426973313, "p95_s": 0.0044014572282321755, "p99_s": 0.004474999469239265, "min_s": 0.0035638499539345503, "max_s": 0.004493385029491037 }, "modulate_msa": { "count": 3, "mean_s": 0.011260746008095643, "p50_s": 0.010931248019915074, "p90_s": 0.012151918408926576, "p95_s": 0.012304502207553015, "p99_s": 0.012426569246454165, "min_s": 0.0103939039981924, "max_s": 0.012457086006179452 }, "linear.attn_qkv_proj.flatten_contiguous": { "count": 3, "mean_s": 5.386633953700463e-06, "p50_s": 4.335946869105101e-06, "p90_s": 7.0239766500890255e-06, "p95_s": 7.359980372712016e-06, "p99_s": 7.628783350810409e-06, "min_s": 4.127970896661282e-06, "max_s": 7.695984095335007e-06 }, "linear.attn_qkv_proj.pre_quant_scale": { "count": 3, "mean_s": 0.0, "p50_s": 0.0, "p90_s": 0.0, "p95_s": 0.0, "p99_s": 0.0, "min_s": 0.0, "max_s": 0.0 }, "linear.attn_qkv_proj.packed_weight_wrapper": { "count": 3, "mean_s": 1.5333333673576515e-05, "p50_s": 8.84797191247344e-06, "p90_s": 2.498881658539176e-05, "p95_s": 2.700642216950655e-05, "p99_s": 2.862050663679838e-05, "min_s": 8.128001354634762e-06, "max_s": 2.902402775362134e-05 }, "linear.attn_qkv_proj.bias_cast": { "count": 3, "mean_s": 3.562658093869686e-06, "p50_s": 3.4239492379128933e-06, "p90_s": 3.782415296882391e-06, "p95_s": 3.827223554253578e-06, "p99_s": 3.8630701601505284e-06, "min_s": 3.3919932320713997e-06, "max_s": 3.872031811624765e-06 }, "linear.attn_qkv_proj.activation_scale": { "count": 3, "mean_s": 0.0019726533403930566, "p50_s": 0.001826349995099008, "p90_s": 0.002202194812707603, "p95_s": 0.0022491754149086777, "p99_s": 0.0022867598966695366, "min_s": 0.0017954540089704096, "max_s": 0.0022961560171097517 }, "linear.attn_qkv_proj.scale_to_device": { "count": 3, "mean_s": 1.755197687695424e-05, "p50_s": 1.7903978005051613e-05, "p90_s": 2.3907190188765527e-05, "p95_s": 2.4657591711729766e-05, "p99_s": 2.5257912930101157e-05, "min_s": 9.343959391117096e-06, "max_s": 2.5407993234694004e-05 }, "linear.attn_qkv_proj.activation_quant_pack": { "count": 3, "mean_s": 0.002370401343796402, "p50_s": 0.0021540760062634945, "p90_s": 0.0026746008079499006, "p95_s": 0.0027396664081607014, "p99_s": 0.0027917188883293423, "min_s": 0.00215239601675421, "max_s": 0.002804732008371502 }, "linear.attn_qkv_proj.activation_quant_wrap": { "count": 3, "mean_s": 7.146678399294615e-06, "p50_s": 6.608024705201387e-06, "p90_s": 7.977581117302179e-06, "p95_s": 8.148775668814778e-06, "p99_s": 8.285731310024857e-06, "min_s": 6.51204027235508e-06, "max_s": 8.319970220327377e-06 }, "linear.attn_qkv_proj.gemm": { "count": 3, "mean_s": 0.03147544667202359, "p50_s": 0.026172921003308147, "p90_s": 0.039067967410665004, "p95_s": 0.040679848211584616, "p99_s": 0.0419693528523203, "min_s": 0.025961690000258386, "max_s": 0.04229172901250422 }, "linear.attn_qkv_proj.slice_reshape": { "count": 3, "mean_s": 6.479987253745397e-06, "p50_s": 5.583977326750755e-06, "p90_s": 7.811188697814942e-06, "p95_s": 8.089590119197965e-06, "p99_s": 8.312311256304384e-06, "min_s": 5.4879928939044476e-06, "max_s": 8.367991540580988e-06 }, "attn_qkv_proj": { "count": 3, "mean_s": 0.03591976532091697, "p50_s": 0.030206882976926863, "p90_s": 0.04406598538625986, "p95_s": 0.04579837318742648, "p99_s": 0.04718428342835978, "min_s": 0.030021651997230947, "max_s": 0.0475307609885931 }, "attn_qkv_split_view": { "count": 3, "mean_s": 1.6997335478663445e-05, "p50_s": 1.4527991879731417e-05, "p90_s": 2.1683203522115948e-05, "p95_s": 2.257760497741401e-05, "p99_s": 2.3293126141652467e-05, "min_s": 1.2992008123546839e-05, "max_s": 2.3472006432712078e-05 }, "attn_qk_rms_rope": { "count": 3, "mean_s": 0.012158526010656109, "p50_s": 0.012062589987181127, "p90_s": 0.012462397222407162, "p95_s": 0.012512373126810417, "p99_s": 0.012552353850333021, "min_s": 0.011850639013573527, "max_s": 0.012562349031213671 }, "attn_q_transpose_contiguous": { "count": 3, "mean_s": 0.007270698668435216, "p50_s": 0.005053576023783535, "p90_s": 0.010375015193130822, "p95_s": 0.01104019508929923, "p99_s": 0.01157233900623396, "min_s": 0.0050531449960544705, "max_s": 0.011705374985467643 }, "attn_k_transpose_contiguous": { "count": 3, "mean_s": 0.00565119698876515, "p50_s": 0.005379768030252308, "p90_s": 0.006368463987018912, "p95_s": 0.006492050981614738, "p99_s": 0.006590920577291399, "min_s": 0.004958184959832579, "max_s": 0.006615637976210564 }, "attn_v_transpose_contiguous": { "count": 3, "mean_s": 0.005205602676142007, "p50_s": 0.005224872031249106, "p90_s": 0.005333428806625307, "p95_s": 0.005346998403547332, "p99_s": 0.005357854081084952, "min_s": 0.005031367996707559, "max_s": 0.005360568000469357 }, "attention_kernel": { "count": 3, "mean_s": 0.2570537893722455, "p50_s": 0.25454208703013137, "p90_s": 0.26159199584508314, "p95_s": 0.26247323444695214, "p99_s": 0.2631782253284473, "min_s": 0.25326480803778395, "max_s": 0.2633544730488211 }, "attn_output_reshape": { "count": 3, "mean_s": 0.004732787667308003, "p50_s": 0.00468229700345546, "p90_s": 0.004807135392911732, "p95_s": 0.004822740191593766, "p99_s": 0.004835224030539393, "min_s": 0.004677721008192748, "max_s": 0.0048383449902758 }, "linear.attn_out_proj.flatten_contiguous": { "count": 3, "mean_s": 4.373335589965184e-06, "p50_s": 4.224013537168503e-06, "p90_s": 4.607997834682465e-06, "p95_s": 4.6559958718717095e-06, "p99_s": 4.694394301623106e-06, "min_s": 4.191999323666096e-06, "max_s": 4.703993909060955e-06 }, "linear.attn_out_proj.pre_quant_scale": { "count": 3, "mean_s": 0.0, "p50_s": 0.0, "p90_s": 0.0, "p95_s": 0.0, "p99_s": 0.0, "min_s": 0.0, "max_s": 0.0 }, "linear.attn_out_proj.packed_weight_wrapper": { "count": 3, "mean_s": 1.0650682573517164e-05, "p50_s": 1.0048039257526398e-05, "p90_s": 1.1801626533269882e-05, "p95_s": 1.2020824942737818e-05, "p99_s": 1.2196183670312166e-05, "min_s": 9.66398511081934e-06, "max_s": 1.2240023352205753e-05 }, "linear.attn_out_proj.bias_cast": { "count": 3, "mean_s": 3.53597958261768e-06, "p50_s": 3.503984771668911e-06, "p90_s": 3.6448007449507716e-06, "p95_s": 3.662402741611004e-06, "p99_s": 3.6764843389391897e-06, "min_s": 3.4239492379128933e-06, "max_s": 3.6800047382712364e-06 }, "linear.attn_out_proj.activation_scale": { "count": 3, "mean_s": 0.0022405670024454594, "p50_s": 0.0022424450144171715, "p90_s": 0.002249599387869239, "p95_s": 0.0022504936845507474, "p99_s": 0.002251209121895954, "min_s": 0.002227868011686951, "max_s": 0.0022513879812322557 }, "linear.attn_out_proj.scale_to_device": { "count": 3, "mean_s": 1.0266647829363743e-05, "p50_s": 1.0079995263367891e-05, "p90_s": 1.0655971709638835e-05, "p95_s": 1.0727968765422702e-05, "p99_s": 1.0785566410049796e-05, "min_s": 9.91998240351677e-06, "max_s": 1.079996582120657e-05 }, "linear.attn_out_proj.activation_quant_pack": { "count": 3, "mean_s": 0.002841467969119549, "p50_s": 0.002840427972842008, "p90_s": 0.002845663169864565, "p95_s": 0.002846317569492385, "p99_s": 0.0028468410891946405, "min_s": 0.002837003965396434, "max_s": 0.0028469719691202044 }, "linear.attn_out_proj.activation_quant_wrap": { "count": 3, "mean_s": 6.853311788290739e-06, "p50_s": 6.783986464142799e-06, "p90_s": 7.1551650762557985e-06, "p95_s": 7.201562402769923e-06, "p99_s": 7.238680263981223e-06, "min_s": 6.52798917144537e-06, "max_s": 7.247959729284048e-06 }, "linear.attn_out_proj.gemm": { "count": 3, "mean_s": 0.007955518667586148, "p50_s": 0.007876515970565379, "p90_s": 0.008085207198746502, "p95_s": 0.008111293602269143, "p99_s": 0.008132162725087256, "min_s": 0.007852660026401281, "max_s": 0.008137380005791783 }, "linear.attn_out_proj.slice_reshape": { "count": 3, "mean_s": 5.562673322856426e-06, "p50_s": 5.4879928939044476e-06, "p90_s": 5.718402098864317e-06, "p95_s": 5.7472032494843004e-06, "p99_s": 5.770244169980288e-06, "min_s": 5.424022674560547e-06, "max_s": 5.776004400104284e-06 }, "attn_out_proj": { "count": 3, "mean_s": 0.01312111063937967, "p50_s": 0.013056731957476586, "p90_s": 0.013249423156958075, "p95_s": 0.01327350955689326, "p99_s": 0.013292778676841407, "min_s": 0.01300900400383398, "max_s": 0.013297595956828445 }, "gate_msa": { "count": 3, "mean_s": 0.008771182018487403, "p50_s": 0.008706916007213295, "p90_s": 0.008864918421022595, "p95_s": 0.008884668722748757, "p99_s": 0.008900468964129686, "min_s": 0.008702211023773998, "max_s": 0.008904419024474919 }, "norm2": { "count": 3, "mean_s": 0.003586383982716749, "p50_s": 0.0035896420013159513, "p90_s": 0.0036038891877979043, "p95_s": 0.003605670086108148, "p99_s": 0.0036070948047563435, "min_s": 0.003562058962415904, "max_s": 0.003607450984418392 }, "modulate_mlp": { "count": 3, "mean_s": 0.010889343665136645, "p50_s": 0.01104473602026701, "p90_s": 0.011215244000777603, "p95_s": 0.011236557498341427, "p99_s": 0.011253608296392485, "min_s": 0.010365423979237676, "max_s": 0.01125787099590525 }, "linear.mlp_fc1.flatten_contiguous": { "count": 3, "mean_s": 4.560007558514674e-06, "p50_s": 4.415982402861118e-06, "p90_s": 4.851189441978932e-06, "p95_s": 4.905590321868658e-06, "p99_s": 4.9491110257804395e-06, "min_s": 4.3040490709245205e-06, "max_s": 4.959991201758385e-06 }, "linear.mlp_fc1.pre_quant_scale": { "count": 3, "mean_s": 0.0, "p50_s": 0.0, "p90_s": 0.0, "p95_s": 0.0, "p99_s": 0.0, "min_s": 0.0, "max_s": 0.0 }, "linear.mlp_fc1.packed_weight_wrapper": { "count": 3, "mean_s": 8.78933739537994e-06, "p50_s": 8.608039934188128e-06, "p90_s": 9.23519255593419e-06, "p95_s": 9.313586633652448e-06, "p99_s": 9.376301895827056e-06, "min_s": 8.367991540580988e-06, "max_s": 9.391980711370707e-06 }, "linear.mlp_fc1.bias_cast": { "count": 3, "mean_s": 3.509359279026588e-06, "p50_s": 3.503984771668911e-06, "p90_s": 3.6064302548766136e-06, "p95_s": 3.6192359402775764e-06, "p99_s": 3.6294804885983467e-06, "min_s": 3.392051439732313e-06, "max_s": 3.6320416256785393e-06 }, "linear.mlp_fc1.activation_scale": { "count": 3, "mean_s": 0.0017761682975105941, "p50_s": 0.0017401569639332592, "p90_s": 0.0018271209788508712, "p95_s": 0.0018379914807155728, "p99_s": 0.001846687882207334, "min_s": 0.0017394859460182488, "max_s": 0.0018488619825802743 }, "linear.mlp_fc1.scale_to_device": { "count": 3, "mean_s": 1.0149359392623106e-05, "p50_s": 9.776034858077765e-06, "p90_s": 1.0953645687550305e-05, "p95_s": 1.1100847041234373e-05, "p99_s": 1.1218608124181627e-05, "min_s": 9.423994924873114e-06, "max_s": 1.1248048394918442e-05 }, "linear.mlp_fc1.activation_quant_pack": { "count": 3, "mean_s": 0.0022371909581124783, "p50_s": 0.002281755965668708, "p90_s": 0.0022871831548400222, "p95_s": 0.0022878615534864368, "p99_s": 0.002288404272403568, "min_s": 0.002141276956535876, "max_s": 0.002288539952132851 }, "linear.mlp_fc1.activation_quant_wrap": { "count": 3, "mean_s": 6.458683249851068e-06, "p50_s": 6.336020305752754e-06, "p90_s": 6.720004603266716e-06, "p95_s": 6.768002640455961e-06, "p99_s": 6.8064010702073575e-06, "min_s": 6.224028766155243e-06, "max_s": 6.8160006776452065e-06 }, "linear.mlp_fc1.gemm": { "count": 3, "mean_s": 0.03520335033924008, "p50_s": 0.03511902003083378, "p90_s": 0.03545432800892741, "p95_s": 0.0354962415061891, "p99_s": 0.035529772303998466, "min_s": 0.03495287598343566, "max_s": 0.03553815500345081 }, "linear.mlp_fc1.slice_reshape": { "count": 3, "mean_s": 5.594648731251557e-06, "p50_s": 5.6800199672579765e-06, "p90_s": 5.79517800360918e-06, "p95_s": 5.809572758153081e-06, "p99_s": 5.821088561788201e-06, "min_s": 5.279958713799715e-06, "max_s": 5.8239675126969814e-06 }, "mlp_fc1": { "count": 3, "mean_s": 0.039302336323695876, "p50_s": 0.03923152602510527, "p90_s": 0.039652977988589556, "p95_s": 0.03970565948402509, "p99_s": 0.03974780468037352, "min_s": 0.03891714196652174, "max_s": 0.03975834097946063 }, "mlp_swiglu": { "count": 3, "mean_s": 0.02406409801915288, "p50_s": 0.023905293026473373, "p90_s": 0.024343602627050133, "p95_s": 0.024398391327122227, "p99_s": 0.0244422222871799, "min_s": 0.023833821003790945, "max_s": 0.02445318002719432 }, "linear.mlp_fc2.flatten_contiguous": { "count": 3, "mean_s": 4.298674563566844e-06, "p50_s": 4.336005076766014e-06, "p90_s": 4.591979086399079e-06, "p95_s": 4.6239758376032116e-06, "p99_s": 4.649573238566518e-06, "min_s": 3.9040460251271725e-06, "max_s": 4.6559725888073444e-06 }, "linear.mlp_fc2.pre_quant_scale": { "count": 3, "mean_s": 0.0, "p50_s": 0.0, "p90_s": 0.0, "p95_s": 0.0, "p99_s": 0.0, "min_s": 0.0, "max_s": 0.0 }, "linear.mlp_fc2.packed_weight_wrapper": { "count": 3, "mean_s": 8.506661591430506e-06, "p50_s": 8.463975973427296e-06, "p90_s": 8.899183012545108e-06, "p95_s": 8.953583892434835e-06, "p99_s": 8.997104596346618e-06, "min_s": 8.048024028539658e-06, "max_s": 9.007984772324562e-06 }, "linear.mlp_fc2.bias_cast": { "count": 3, "mean_s": 3.5466509871184826e-06, "p50_s": 3.4879776649177074e-06, "p90_s": 3.641599323600531e-06, "p95_s": 3.6608020309358834e-06, "p99_s": 3.6761641968041657e-06, "min_s": 3.471970558166504e-06, "max_s": 3.6800047382712364e-06 }, "linear.mlp_fc2.activation_scale": { "count": 3, "mean_s": 0.004390478308778256, "p50_s": 0.004361385013908148, "p90_s": 0.004447554564103484, "p95_s": 0.004458325757877901, "p99_s": 0.004466942712897435, "min_s": 0.0043409529607743025, "max_s": 0.004469096951652318 }, "linear.mlp_fc2.scale_to_device": { "count": 3, "mean_s": 1.036798736701409e-05, "p50_s": 9.519979357719421e-06, "p90_s": 1.2169592082500458e-05, "p95_s": 1.2500793673098087e-05, "p99_s": 1.2765754945576191e-05, "min_s": 8.751987479627132e-06, "max_s": 1.2831995263695717e-05 }, "linear.mlp_fc2.activation_quant_pack": { "count": 3, "mean_s": 0.0059309463443545, "p50_s": 0.00591752800391987, "p90_s": 0.0060289128334261475, "p95_s": 0.006042835937114432, "p99_s": 0.00605397442006506, "min_s": 0.005818551988340914, "max_s": 0.006056759040802717 }, "linear.mlp_fc2.activation_quant_wrap": { "count": 3, "mean_s": 6.405326227347056e-06, "p50_s": 6.52798917144537e-06, "p90_s": 6.566406227648258e-06, "p95_s": 6.571208359673619e-06, "p99_s": 6.575050065293908e-06, "min_s": 6.111979018896818e-06, "max_s": 6.57601049169898e-06 }, "linear.mlp_fc2.gemm": { "count": 3, "mean_s": 0.05613339397435387, "p50_s": 0.056144060974474996, "p90_s": 0.05626750335795805, "p95_s": 0.05628293365589343, "p99_s": 0.056295277894241734, "min_s": 0.0559577569947578, "max_s": 0.05629836395382881 }, "linear.mlp_fc2.slice_reshape": { "count": 3, "mean_s": 5.423983869453271e-06, "p50_s": 5.423964466899633e-06, "p90_s": 5.462381523102522e-06, "p95_s": 5.467183655127883e-06, "p99_s": 5.471025360748172e-06, "min_s": 5.376001354306936e-06, "max_s": 5.471985787153244e-06 }, "mlp_fc2": { "count": 3, "mean_s": 0.06653381067250545, "p50_s": 0.06663658900652081, "p90_s": 0.06664222099352628, "p95_s": 0.06664292499190197, "p99_s": 0.06664348819060252, "min_s": 0.06632121402071789, "max_s": 0.06664362899027765 }, "gate_mlp": { "count": 3, "mean_s": 0.014599877002183348, "p50_s": 0.008974290976766497, "p90_s": 0.022819262195844205, "p95_s": 0.024549883598228916, "p99_s": 0.025934380720136686, "min_s": 0.008544835029169917, "max_s": 0.02628050500061363 }, "block_total": { "count": 3, "mean_s": 0.5241046730079688, "p50_s": 0.5232612389954738, "p90_s": 0.5255022222059779, "p95_s": 0.5257823451072908, "p99_s": 0.5260064434283414, "min_s": 0.5229903120198287, "max_s": 0.5260624680086039 } }, "module_forward": { "count": 3, "mean_s": 0.4765262039921557, "p50_s": 0.4681359010282904, "p90_s": 0.4901721953880042, "p95_s": 0.4929267321829684, "p99_s": 0.4951303616189398, "min_s": 0.46576144197024405, "max_s": 0.49568126897793263 }, "module_forward_checksum": -778077863936.0, "fused_elementwise": true, "profiler_summary": { "profiled_iterations": 1, "runtime_kernel_launches": 0, "runtime_kernel_launches_per_block": 0.0, "positive_self_device_allocated_bytes": 7351755264 }, "profiler_top_events": [ { "key": "comfy_kitchen::rms_rope_split_half_", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 500.23900000000003, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[1, 37810, 56, 128], [1, 37810, 56, 128], [1, 37810, 1, 48, 2, 2], [128], [128], [], []]" }, { "key": "aten::linear", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 416.1590000000001, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[37810, 7168], [5376, 7168], []]" }, { "key": "comfy_kitchen::scaled_mm_nvfp4", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 323.05600000000004, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": -512, "input_shapes": "[[37824, 3584], [5376, 3584], [], [], [37888, 448], [5376, 448], [], [], []]" }, { "key": "aten::_to_copy", "count": 8, "device_type": "DeviceType.CPU", "cpu_time_total_us": 217.82299999999896, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[], [], [], [], [], [], []]" }, { "key": "comfy_kitchen::quantize_nvfp4", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 201.44000000000005, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[37810, 7168], [], [], [], []]" }, { "key": "aten::to", "count": 13, "device_type": "DeviceType.CPU", "cpu_time_total_us": 188.896000000002, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[], [], [], [], []]" }, { "key": "aten::rms_norm", "count": 2, "device_type": "DeviceType.CPU", "cpu_time_total_us": 186.01600000000002, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[37810, 5376], [], [5376], []]" }, { "key": "aten::_fused_rms_norm", "count": 2, "device_type": "DeviceType.CPU", "cpu_time_total_us": 175.42400000000006, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[37810, 5376], [], [5376], []]" }, { "key": "aten::copy_", "count": 8, "device_type": "DeviceType.CPU", "cpu_time_total_us": 147.2470000000003, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[], [], []]" }, { "key": "aten::linear", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 133.7439999999997, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[37810, 5376], [28672, 5376], []]" }, { "key": "aten::linear", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 129.29600000000028, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[37810, 14336], [5376, 14336], []]" }, { "key": "aten::empty", "count": 29, "device_type": "DeviceType.CPU", "cpu_time_total_us": 120.14400000000344, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 6267507200, "input_shapes": "[[], [], [], [], [], []]" }, { "key": "comfy_kitchen::scaled_mm_nvfp4", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 112.3680000000004, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": -512, "input_shapes": "[[37824, 7168], [5376, 7168], [], [], [37888, 896], [5376, 896], [], [], []]" }, { "key": "comfy_kitchen::scaled_mm_nvfp4", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 109.55199999999968, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": -512, "input_shapes": "[[37824, 2688], [28672, 2688], [], [], [37888, 336], [28672, 336], [], [], []]" }, { "key": "aten::zeros", "count": 3, "device_type": "DeviceType.CPU", "cpu_time_total_us": 107.92000000000007, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[], [], [], [], []]" }, { "key": "aten::mean", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 86.096, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 14336, "input_shapes": "[[1, 37810, 56, 128], [], [], []]" }, { "key": "sageattention_sm89::qk_int8_sv_f8_accum_f16_fuse_v_scale_attn_inst_buf", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 77.87199999999984, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[1, 37810, 56, 128], [1, 37810, 56, 128], [1, 128, 56, 37824], [1, 37810, 56, 128], [1, 56, 1184], [1, 56, 591], [1, 56, 128], [], [], [], [], []]" }, { "key": "aten::mul", "count": 4, "device_type": "DeviceType.CPU", "cpu_time_total_us": 70.12799999999925, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 2048, "input_shapes": "[[], []]" }, { "key": "comfy_kitchen::quantize_nvfp4", "count": 1, "device_type": "DeviceType.CPU", "cpu_time_total_us": 65.21600000000035, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[37810, 5376], [], [], [], []]" }, { "key": "aten::slice", "count": 19, "device_type": "DeviceType.CPU", "cpu_time_total_us": 63.07199999999966, "device_time_total_us": 0.0, "self_device_time_total_us": 0.0, "self_device_memory_usage_bytes": 0, "input_shapes": "[[37810, 5376], [], [], [], []]" } ] }