| {"type": "config", "rank": 2, "world_size": 4, "micro_batch": 8, "accumulation": 2, "global_batch": 64, "seed": 42, "max_steps": 30, "workers": 2, "prefetch": 1, "first_step": 11, "last_step": 30, "model": "/mnt/data/vmo-ai-task/dungpq6/model-checkpoint/Qwen3.5-4B", "supervised_token_loss": true, "NCCL_NVLS_ENABLE": "0", "vggt_group_by_shape": true, "train_diagnostics": true, "note": "CUDA stream elapsed times include stalls; nested regions overlap. Update boundary synchronization is enabled. Backward includes recomputation and communication."} |
| {"type": "update", "rank": 2, "step": 11, "wall_ms": 13116.053791716695, "cuda_stream_ms": {"batch_fetch_and_count": 48.94851303100586, "prepare_inputs": 0.8544639945030212, "vision_forward": 530.8456726074219, "vggt_batched": 3189.5059814453125, "vggt_single": 164.11404418945312, "geometry_total": 3356.0283203125, "language_forward": 2723.867919921875, "forward_and_loss": 6619.070556640625, "backward_and_communication": 6320.39404296875, "backward_and_engine_step": 6408.28369140625, "micro_step_total": 13053.07421875, "deepspeed_step": 87.7847671508789, "gradient_clipping": 0.06345599889755249, "optimizer": 0.0163199994713068}, "cpu_call_ms": {"batch_fetch_and_count": 48.95012825727463, "prepare_inputs": 0.37387944757938385, "vision_forward": 520.4642713069916, "vggt_batched": 3177.208833396435, "vggt_single": 177.6708923280239, "geometry_total": 3355.3801644593477, "language_forward": 2656.759152188897, "forward_and_loss": 6619.505485519767, "backward_and_communication": 6318.440364673734, "backward_and_engine_step": 6408.298743888736, "micro_step_total": 13053.108492866158, "deepspeed_step": 89.73574638366699, "gradient_clipping": 0.0629425048828125, "optimizer": 0.01636706292629242}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49488, "frames": 130, "vggt_batched_samples": 14, "vggt_batched_frames": 126, "vggt_single_samples": 2, "vggt_single_frames": 4, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 42865, "supervised_tokens": 64}, "frame_histogram": {"9": 14, "3": 1, "1": 1}, "input_shapes": {"(8, 3138)": 1, "(8, 3048)": 1}, "sample_indices": [1096288, 385425, 794933, 2393432, 2378681, 1000640, 2128227, 838708, 2381828, 1007685, 1642825, 1195667, 1356165, 1595972, 724175, 1272647], "padding_fraction": 0.13383042353701913} |
| {"type": "update", "rank": 2, "step": 12, "wall_ms": 13042.617924511433, "cuda_stream_ms": {"batch_fetch_and_count": 48.189247131347656, "prepare_inputs": 0.8511680066585541, "vision_forward": 540.2109069824219, "vggt_batched": 3187.9716796875, "vggt_single": 242.9247055053711, "geometry_total": 3433.31591796875, "language_forward": 2699.2384033203125, "forward_and_loss": 6681.026123046875, "backward_and_communication": 6186.118408203125, "backward_and_engine_step": 6273.858154296875, "micro_step_total": 12977.93359375, "deepspeed_step": 87.62873840332031, "gradient_clipping": 0.06304000318050385, "optimizer": 0.017855999991297722}, "cpu_call_ms": {"batch_fetch_and_count": 48.189690336585045, "prepare_inputs": 0.3462396562099457, "vision_forward": 529.7315772622824, "vggt_batched": 3175.637071952224, "vggt_single": 256.5229516476393, "geometry_total": 3432.6576218008995, "language_forward": 2632.0151332765818, "forward_and_loss": 6681.486072018743, "backward_and_communication": 6184.188447892666, "backward_and_engine_step": 6273.873509839177, "micro_step_total": 12977.967370301485, "deepspeed_step": 89.54812400043011, "gradient_clipping": 0.06316229701042175, "optimizer": 0.017745420336723328}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49096, "frames": 132, "vggt_batched_samples": 14, "vggt_batched_frames": 126, "vggt_single_samples": 2, "vggt_single_frames": 6, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 43553, "supervised_tokens": 63}, "frame_histogram": {"9": 14, "4": 1, "2": 1}, "input_shapes": {"(8, 3091)": 1, "(8, 3046)": 1}, "sample_indices": [794208, 1581412, 1244229, 142936, 1815211, 1074281, 1159548, 399606, 1558736, 951083, 522701, 538725, 252549, 545448, 1205482, 1448123], "padding_fraction": 0.11290125468469936} |
| {"type": "update", "rank": 2, "step": 13, "wall_ms": 12998.473787680268, "cuda_stream_ms": {"batch_fetch_and_count": 49.60451126098633, "prepare_inputs": 0.8820479810237885, "vision_forward": 567.1104736328125, "vggt_batched": 3389.4725341796875, "vggt_single": 163.9835205078125, "geometry_total": 3554.770263671875, "language_forward": 2697.151611328125, "forward_and_loss": 6827.54248046875, "backward_and_communication": 5995.16650390625, "backward_and_engine_step": 6082.98876953125, "micro_step_total": 12933.4873046875, "deepspeed_step": 87.69971466064453, "gradient_clipping": 0.08320000022649765, "optimizer": 0.018079999834299088}, "cpu_call_ms": {"batch_fetch_and_count": 49.845924600958824, "prepare_inputs": 0.32797642052173615, "vision_forward": 555.996261537075, "vggt_batched": 3376.2201871722937, "vggt_single": 170.62467709183693, "geometry_total": 3547.247616574168, "language_forward": 2637.7748921513557, "forward_and_loss": 6828.0537240207195, "backward_and_communication": 5993.224510923028, "backward_and_engine_step": 6083.004359155893, "micro_step_total": 12933.523342013359, "deepspeed_step": 89.63714726269245, "gradient_clipping": 0.0827256590127945, "optimizer": 0.01813843846321106}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 1, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 48640, "frames": 139, "vggt_batched_samples": 15, "vggt_batched_frames": 135, "vggt_single_samples": 1, "vggt_single_frames": 4, "geometry_microbatches": 2, "vggt_fallback_microbatches": 1, "vggt_mixed_microbatches": 1, "vggt_batched_microbatches": 1, "valid_tokens": 45608, "supervised_tokens": 63}, "frame_histogram": {"9": 15, "4": 1}, "input_shapes": {"(8, 3061)": 1, "(8, 3019)": 1}, "sample_indices": [1285620, 868834, 787573, 778493, 400799, 1961899, 1868381, 1955236, 1912536, 787932, 402995, 103039, 1915360, 1935209, 1218268, 1861823], "padding_fraction": 0.062335526315789425} |
| {"type": "update", "rank": 2, "step": 14, "wall_ms": 12912.179358303547, "cuda_stream_ms": {"batch_fetch_and_count": 52.77475357055664, "prepare_inputs": 0.9210560023784637, "vision_forward": 590.5154724121094, "vggt_batched": 3577.3355712890625, "geometry_total": 3577.589111328125, "language_forward": 2728.58203125, "forward_and_loss": 6905.28076171875, "backward_and_communication": 5828.546630859375, "backward_and_engine_step": 5916.56005859375, "micro_step_total": 12845.08740234375, "deepspeed_step": 87.90201568603516, "gradient_clipping": 0.057440001517534256, "optimizer": 0.015584000386297703}, "cpu_call_ms": {"batch_fetch_and_count": 52.778759971261024, "prepare_inputs": 0.3418978303670883, "vision_forward": 578.9054743945599, "vggt_batched": 3563.007902354002, "geometry_total": 3563.26462700963, "language_forward": 2673.3505446463823, "forward_and_loss": 6905.820386484265, "backward_and_communication": 5826.604487374425, "backward_and_engine_step": 5916.57605394721, "micro_step_total": 12845.121506601572, "deepspeed_step": 89.84571881592274, "gradient_clipping": 0.05725584924221039, "optimizer": 0.015715137124061584}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 48992, "frames": 144, "vggt_batched_samples": 16, "vggt_batched_frames": 144, "geometry_microbatches": 2, "vggt_batched_microbatches": 2, "valid_tokens": 46946, "supervised_tokens": 64}, "frame_histogram": {"9": 16}, "input_shapes": {"(8, 3099)": 1, "(8, 3025)": 1}, "sample_indices": [1693121, 2097421, 1871842, 931094, 2287031, 1924298, 892093, 1907638, 1053462, 1693859, 769637, 899945, 852294, 619074, 1566828, 2006494], "padding_fraction": 0.04176192031352055} |
| {"type": "update", "rank": 2, "step": 15, "wall_ms": 12672.625893726945, "cuda_stream_ms": {"batch_fetch_and_count": 49.455841064453125, "prepare_inputs": 0.8777920007705688, "vision_forward": 567.254638671875, "vggt_batched": 3378.5108642578125, "vggt_single": 122.02896118164062, "geometry_total": 3501.879150390625, "language_forward": 2730.72900390625, "forward_and_loss": 6808.271728515625, "backward_and_communication": 5689.922119140625, "backward_and_engine_step": 5777.632080078125, "micro_step_total": 12608.87646484375, "deepspeed_step": 87.60460662841797, "gradient_clipping": 0.06032000109553337, "optimizer": 0.015584000386297703}, "cpu_call_ms": {"batch_fetch_and_count": 49.67849515378475, "prepare_inputs": 0.3245193511247635, "vision_forward": 556.278795003891, "vggt_batched": 3365.197192877531, "vggt_single": 128.7714522331953, "geometry_total": 3494.343351572752, "language_forward": 2669.3921592086554, "forward_and_loss": 6808.786608278751, "backward_and_communication": 5687.9693903028965, "backward_and_engine_step": 5777.647711336613, "micro_step_total": 12608.91229659319, "deepspeed_step": 89.55741487443447, "gradient_clipping": 0.060051679611206055, "optimizer": 0.01602061092853546}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 1, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49104, "frames": 138, "vggt_batched_samples": 15, "vggt_batched_frames": 135, "vggt_single_samples": 1, "vggt_single_frames": 3, "geometry_microbatches": 2, "vggt_fallback_microbatches": 1, "vggt_mixed_microbatches": 1, "vggt_batched_microbatches": 1, "valid_tokens": 45333, "supervised_tokens": 64}, "frame_histogram": {"9": 15, "3": 1}, "input_shapes": {"(8, 3102)": 1, "(8, 3036)": 1}, "sample_indices": [1826588, 705800, 507101, 977430, 4222, 1379749, 1120998, 1161460, 412595, 1955576, 390137, 141019, 1374980, 190242, 433444, 2056229], "padding_fraction": 0.07679618768328444} |
| {"type": "update", "rank": 2, "step": 16, "wall_ms": 13060.918858274817, "cuda_stream_ms": {"batch_fetch_and_count": 49.0926399230957, "prepare_inputs": 0.8775039911270142, "vision_forward": 557.380859375, "vggt_batched": 3382.395263671875, "geometry_total": 3458.972412109375, "language_forward": 2755.985595703125, "forward_and_loss": 6780.766357421875, "backward_and_communication": 6105.3427734375, "backward_and_engine_step": 6193.07177734375, "micro_step_total": 12997.2236328125, "vggt_single": 75.25312042236328, "deepspeed_step": 87.61366271972656, "gradient_clipping": 0.08083199709653854, "optimizer": 0.025439999997615814}, "cpu_call_ms": {"batch_fetch_and_count": 49.092160537838936, "prepare_inputs": 0.33871643245220184, "vision_forward": 546.3217999786139, "vggt_batched": 3368.9969945698977, "geometry_total": 3451.4942448586226, "language_forward": 2694.8937866836786, "forward_and_loss": 6781.261816620827, "backward_and_communication": 6103.431722149253, "backward_and_engine_step": 6193.090716376901, "micro_step_total": 12997.26152792573, "vggt_single": 82.15390332043171, "deepspeed_step": 89.51049856841564, "gradient_clipping": 0.08071772754192352, "optimizer": 0.025540590286254883}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "vggt_single": 1, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49672, "frames": 137, "vggt_batched_samples": 15, "vggt_batched_frames": 135, "geometry_microbatches": 2, "vggt_batched_microbatches": 1, "vggt_single_samples": 1, "vggt_single_frames": 2, "vggt_fallback_microbatches": 1, "vggt_mixed_microbatches": 1, "valid_tokens": 45103, "supervised_tokens": 64}, "frame_histogram": {"9": 15, "2": 1}, "input_shapes": {"(8, 3137)": 1, "(8, 3072)": 1}, "sample_indices": [957932, 25875, 185608, 199154, 1043651, 1738251, 2170901, 1731109, 1423824, 179540, 1695019, 1994640, 1861965, 1434355, 1281247, 1146695], "padding_fraction": 0.09198341117732323} |
| {"type": "update", "rank": 2, "step": 17, "wall_ms": 13184.075077995658, "cuda_stream_ms": {"batch_fetch_and_count": 49.671871185302734, "prepare_inputs": 0.8734399974346161, "vision_forward": 556.9908752441406, "vggt_batched": 3184.4779052734375, "vggt_single": 383.9492950439453, "geometry_total": 3570.8392333984375, "language_forward": 2762.72900390625, "forward_and_loss": 6899.153076171875, "backward_and_communication": 6108.240478515625, "backward_and_engine_step": 6196.62060546875, "micro_step_total": 13120.06103515625, "deepspeed_step": 88.25965118408203, "gradient_clipping": 0.06473600119352341, "optimizer": 0.015776000916957855}, "cpu_call_ms": {"batch_fetch_and_count": 49.67315308749676, "prepare_inputs": 0.33185072243213654, "vision_forward": 546.150915324688, "vggt_batched": 3172.058729454875, "vggt_single": 397.19764702022076, "geometry_total": 3569.755367934704, "language_forward": 2694.8724798858166, "forward_and_loss": 6899.653388187289, "backward_and_communication": 6106.434678658843, "backward_and_engine_step": 6196.636937558651, "micro_step_total": 13120.102973654866, "deepspeed_step": 90.05872346460819, "gradient_clipping": 0.06450526416301727, "optimizer": 0.0158846378326416}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49344, "frames": 135, "vggt_batched_samples": 14, "vggt_batched_frames": 126, "vggt_single_samples": 2, "vggt_single_frames": 9, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 44216, "supervised_tokens": 64}, "frame_histogram": {"9": 14, "2": 1, "7": 1}, "input_shapes": {"(8, 3147)": 1, "(8, 3021)": 1}, "sample_indices": [33324, 1134460, 2073297, 742659, 891527, 1530769, 1480490, 720084, 646305, 467529, 1304447, 1277140, 2057120, 1950791, 666604, 2122770], "padding_fraction": 0.10392347600518803} |
| {"type": "update", "rank": 2, "step": 18, "wall_ms": 12938.123332336545, "cuda_stream_ms": {"batch_fetch_and_count": 46.60579299926758, "prepare_inputs": 0.8531840145587921, "vision_forward": 540.9727172851562, "vggt_batched": 3187.580810546875, "vggt_single": 201.42892456054688, "geometry_total": 3391.4267578125, "language_forward": 2673.89501953125, "forward_and_loss": 6614.570556640625, "backward_and_communication": 6150.768310546875, "backward_and_engine_step": 6238.6015625, "micro_step_total": 12877.603515625, "deepspeed_step": 87.72118377685547, "gradient_clipping": 0.06201599910855293, "optimizer": 0.017920000478625298}, "cpu_call_ms": {"batch_fetch_and_count": 46.60502262413502, "prepare_inputs": 0.3527197986841202, "vision_forward": 530.5452588945627, "vggt_batched": 3175.176177173853, "vggt_single": 215.10756574571133, "geometry_total": 3390.7732143998146, "language_forward": 2608.233742415905, "forward_and_loss": 6615.0256190449, "backward_and_communication": 6148.81182089448, "backward_and_engine_step": 6238.619642332196, "micro_step_total": 12877.642277628183, "deepspeed_step": 89.67689424753189, "gradient_clipping": 0.06206519901752472, "optimizer": 0.0182371586561203}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 48936, "frames": 131, "vggt_batched_samples": 14, "vggt_batched_frames": 126, "vggt_single_samples": 2, "vggt_single_frames": 5, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 43245, "supervised_tokens": 64}, "frame_histogram": {"9": 14, "2": 1, "3": 1}, "input_shapes": {"(8, 3110)": 1, "(8, 3007)": 1}, "sample_indices": [461719, 123476, 963820, 905432, 1789196, 515681, 2348350, 2021241, 141464, 863194, 189347, 756664, 1638383, 519582, 594317, 1884718], "padding_fraction": 0.11629475232957331} |
| {"type": "update", "rank": 2, "step": 19, "wall_ms": 12721.38760611415, "cuda_stream_ms": {"batch_fetch_and_count": 48.431968688964844, "prepare_inputs": 0.8465920090675354, "vision_forward": 537.2119445800781, "vggt_batched": 3186.0496826171875, "vggt_single": 204.74954223632812, "geometry_total": 3393.177001953125, "language_forward": 2699.9898681640625, "forward_and_loss": 6638.5751953125, "backward_and_communication": 5908.17041015625, "backward_and_engine_step": 5996.325439453125, "micro_step_total": 12658.33349609375, "deepspeed_step": 88.04383850097656, "gradient_clipping": 0.06038400158286095, "optimizer": 0.017983999103307724}, "cpu_call_ms": {"batch_fetch_and_count": 48.43241721391678, "prepare_inputs": 0.33357366919517517, "vision_forward": 526.6440659761429, "vggt_batched": 3173.6484691500664, "vggt_single": 218.37802417576313, "geometry_total": 3392.4983218312263, "language_forward": 2633.3265472203493, "forward_and_loss": 6639.039909467101, "backward_and_communication": 5906.236598268151, "backward_and_engine_step": 5996.342347934842, "micro_step_total": 12658.372977748513, "deepspeed_step": 89.9800043553114, "gradient_clipping": 0.06017275154590607, "optimizer": 0.018404796719551086}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 48656, "frames": 131, "vggt_batched_samples": 14, "vggt_batched_frames": 126, "vggt_single_samples": 2, "vggt_single_frames": 5, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 43285, "supervised_tokens": 64}, "frame_histogram": {"9": 14, "4": 1, "1": 1}, "input_shapes": {"(8, 3061)": 1, "(8, 3021)": 1}, "sample_indices": [171953, 1592442, 503435, 219591, 687821, 2111187, 2277676, 880591, 482382, 63093, 1722984, 876128, 782998, 2197754, 1140622, 2192833], "padding_fraction": 0.11038720815521208} |
| {"type": "update", "rank": 2, "step": 20, "wall_ms": 13015.178639441729, "cuda_stream_ms": {"batch_fetch_and_count": 47.809505462646484, "prepare_inputs": 0.8623360097408295, "vision_forward": 544.4116516113281, "vggt_batched": 2981.095703125, "vggt_single": 725.5399894714355, "geometry_total": 3709.01318359375, "language_forward": 2759.3673095703125, "forward_and_loss": 7021.132568359375, "backward_and_communication": 5820.203369140625, "backward_and_engine_step": 5908.06201171875, "micro_step_total": 12953.0205078125, "deepspeed_step": 87.73075103759766, "gradient_clipping": 0.08262400329113007, "optimizer": 0.020800000056624413}, "cpu_call_ms": {"batch_fetch_and_count": 47.81121015548706, "prepare_inputs": 0.33636949956417084, "vision_forward": 533.720513805747, "vggt_batched": 2969.839470461011, "vggt_single": 737.6830391585827, "geometry_total": 3708.080504089594, "language_forward": 2691.8647084385157, "forward_and_loss": 7021.60269767046, "backward_and_communication": 5818.332081660628, "backward_and_engine_step": 5908.07949192822, "micro_step_total": 12953.064093366265, "deepspeed_step": 89.60000053048134, "gradient_clipping": 0.082358717918396, "optimizer": 0.02109818160533905}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 3, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49280, "frames": 133, "vggt_batched_samples": 13, "vggt_batched_frames": 117, "vggt_single_samples": 3, "vggt_single_frames": 16, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 43743, "supervised_tokens": 63}, "frame_histogram": {"9": 13, "8": 1, "7": 1, "1": 1}, "input_shapes": {"(8, 3144)": 1, "(8, 3016)": 1}, "sample_indices": [1000100, 1285840, 556905, 1481651, 1172489, 796333, 895990, 2403499, 1156924, 635020, 1695914, 1996103, 718968, 143144, 1649902, 570649], "padding_fraction": 0.1123579545454545} |
| {"type": "update", "rank": 2, "step": 21, "wall_ms": 12804.919876158237, "cuda_stream_ms": {"batch_fetch_and_count": 50.399776458740234, "prepare_inputs": 0.8834559917449951, "vision_forward": 558.9701232910156, "vggt_batched": 3186.287109375, "vggt_single": 481.7829895019531, "geometry_total": 3670.47314453125, "language_forward": 2672.1669921875, "forward_and_loss": 6910.0517578125, "backward_and_communication": 5711.17822265625, "backward_and_engine_step": 5799.423095703125, "micro_step_total": 12735.41064453125, "deepspeed_step": 88.13651275634766, "gradient_clipping": 0.09331200271844864, "optimizer": 0.027456000447273254}, "cpu_call_ms": {"batch_fetch_and_count": 50.40299706161022, "prepare_inputs": 0.36576204001903534, "vision_forward": 548.0516515672207, "vggt_batched": 3173.9581543952227, "vggt_single": 494.97414752840996, "geometry_total": 3669.4199070334435, "language_forward": 2607.4394304305315, "forward_and_loss": 6910.526109859347, "backward_and_communication": 5709.627835080028, "backward_and_engine_step": 5799.44028891623, "micro_step_total": 12735.451636835933, "deepspeed_step": 89.68411013484001, "gradient_clipping": 0.09161978960037231, "optimizer": 0.02787262201309204}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 48128, "frames": 137, "vggt_batched_samples": 14, "vggt_batched_frames": 126, "vggt_single_samples": 2, "vggt_single_frames": 11, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 44722, "supervised_tokens": 63}, "frame_histogram": {"9": 14, "8": 1, "3": 1}, "input_shapes": {"(8, 3023)": 1, "(8, 2993)": 1}, "sample_indices": [521023, 1077176, 625700, 710614, 1431568, 301607, 585165, 793350, 2277291, 1882059, 520932, 2005150, 746989, 2023159, 1787822, 173290], "padding_fraction": 0.07076961436170215} |
| {"type": "update", "rank": 2, "step": 22, "wall_ms": 12894.240949302912, "cuda_stream_ms": {"batch_fetch_and_count": 45.597312927246094, "prepare_inputs": 0.9093120098114014, "vision_forward": 558.6139221191406, "vggt_batched": 3378.7957763671875, "vggt_single": 39.353919982910156, "geometry_total": 3419.4814453125, "language_forward": 2690.61083984375, "forward_and_loss": 6677.06982421875, "backward_and_communication": 6046.54296875, "backward_and_engine_step": 6134.33544921875, "micro_step_total": 12834.32861328125, "deepspeed_step": 87.6813735961914, "gradient_clipping": 0.061535999178886414, "optimizer": 0.020767999812960625}, "cpu_call_ms": {"batch_fetch_and_count": 45.60063220560551, "prepare_inputs": 0.3651212900876999, "vision_forward": 547.5501716136932, "vggt_batched": 3365.598890930414, "vggt_single": 46.04395106434822, "geometry_total": 3412.0251275599003, "language_forward": 2630.343856289983, "forward_and_loss": 6677.57511138916, "backward_and_communication": 6044.606791809201, "backward_and_engine_step": 6134.35310870409, "micro_step_total": 12834.369532763958, "deepspeed_step": 89.61288072168827, "gradient_clipping": 0.06128475069999695, "optimizer": 0.02094171941280365}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 1, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49120, "frames": 136, "vggt_batched_samples": 15, "vggt_batched_frames": 135, "vggt_single_samples": 1, "vggt_single_frames": 1, "geometry_microbatches": 2, "vggt_fallback_microbatches": 1, "vggt_mixed_microbatches": 1, "vggt_batched_microbatches": 1, "valid_tokens": 44702, "supervised_tokens": 63}, "frame_histogram": {"9": 15, "1": 1}, "input_shapes": {"(8, 3098)": 1, "(8, 3042)": 1}, "sample_indices": [2019524, 2143631, 52577, 2139503, 2176541, 1603526, 1262905, 1376887, 647423, 1795671, 290282, 51544, 98419, 1209255, 103941, 1797233], "padding_fraction": 0.08994299674267103} |
| {"type": "update", "rank": 2, "step": 23, "wall_ms": 12771.098768338561, "cuda_stream_ms": {"batch_fetch_and_count": 51.78879928588867, "prepare_inputs": 0.9408960044384003, "vision_forward": 605.0204467773438, "vggt_batched": 3590.4393310546875, "geometry_total": 3590.6923828125, "language_forward": 2734.60791015625, "forward_and_loss": 6939.089111328125, "backward_and_communication": 5642.299072265625, "backward_and_engine_step": 5730.1259765625, "micro_step_total": 12697.279296875, "deepspeed_step": 87.69062042236328, "gradient_clipping": 0.0880960002541542, "optimizer": 0.018464000895619392}, "cpu_call_ms": {"batch_fetch_and_count": 51.7909973859787, "prepare_inputs": 0.6071869283914566, "vision_forward": 593.4028085321188, "vggt_batched": 3576.1887468397617, "geometry_total": 3576.4798186719418, "language_forward": 2679.9407117068768, "forward_and_loss": 6939.354693517089, "backward_and_communication": 5640.363311395049, "backward_and_engine_step": 5730.1445454359055, "micro_step_total": 12697.321077808738, "deepspeed_step": 89.63008783757687, "gradient_clipping": 0.08762814104557037, "optimizer": 0.01868419349193573}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 48896, "frames": 144, "vggt_batched_samples": 16, "vggt_batched_frames": 144, "geometry_microbatches": 2, "vggt_batched_microbatches": 2, "valid_tokens": 47072, "supervised_tokens": 63}, "frame_histogram": {"9": 16}, "input_shapes": {"(8, 3093)": 1, "(8, 3019)": 1}, "sample_indices": [1717469, 183096, 1141053, 981994, 1156327, 2081193, 1717017, 2271723, 171665, 404274, 80411, 848291, 997781, 9767, 2022840, 2179819], "padding_fraction": 0.03730366492146597} |
| {"type": "update", "rank": 2, "step": 24, "wall_ms": 12963.677242398262, "cuda_stream_ms": {"batch_fetch_and_count": 48.84329605102539, "prepare_inputs": 0.8786559998989105, "vision_forward": 552.0114135742188, "vggt_batched": 2976.9481201171875, "vggt_single": 761.1603393554688, "geometry_total": 3740.450439453125, "language_forward": 2692.9541015625, "forward_and_loss": 6993.807373046875, "backward_and_communication": 5795.23486328125, "backward_and_engine_step": 5883.064453125, "micro_step_total": 12900.0244140625, "deepspeed_step": 87.72406768798828, "gradient_clipping": 0.05939200147986412, "optimizer": 0.01648000068962574}, "cpu_call_ms": {"batch_fetch_and_count": 48.8465242087841, "prepare_inputs": 0.35415589809417725, "vision_forward": 541.134538128972, "vggt_batched": 2965.611543506384, "vggt_single": 773.3133994042873, "geometry_total": 3739.4836358726025, "language_forward": 2626.8635988235474, "forward_and_loss": 6994.289124384522, "backward_and_communication": 5793.368956074119, "backward_and_engine_step": 5883.083445951343, "micro_step_total": 12900.065172463655, "deepspeed_step": 89.59140442311764, "gradient_clipping": 0.058420002460479736, "optimizer": 0.016938894987106323}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 3, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 48368, "frames": 135, "vggt_batched_samples": 13, "vggt_batched_frames": 117, "vggt_single_samples": 3, "vggt_single_frames": 18, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 44299, "supervised_tokens": 64}, "frame_histogram": {"9": 13, "5": 1, "7": 1, "6": 1}, "input_shapes": {"(8, 3035)": 1, "(8, 3011)": 1}, "sample_indices": [1995304, 1137699, 1700427, 960892, 204453, 1821553, 1493607, 2037534, 198841, 423506, 210961, 1112257, 1914142, 2239440, 1671323, 2173997], "padding_fraction": 0.08412586834270597} |
| {"type": "update", "rank": 2, "step": 25, "wall_ms": 12838.018076494336, "cuda_stream_ms": {"batch_fetch_and_count": 52.36198425292969, "prepare_inputs": 0.9218240082263947, "vision_forward": 596.2015380859375, "vggt_batched": 3569.5142822265625, "geometry_total": 3569.768798828125, "language_forward": 2678.65576171875, "forward_and_loss": 6853.221435546875, "backward_and_communication": 5805.08984375, "backward_and_engine_step": 5893.046142578125, "micro_step_total": 12770.28125, "deepspeed_step": 87.842529296875, "gradient_clipping": 0.06598400324583054, "optimizer": 0.02252800017595291}, "cpu_call_ms": {"batch_fetch_and_count": 52.55921930074692, "prepare_inputs": 0.3593806177377701, "vision_forward": 584.498317912221, "vggt_batched": 3555.212091654539, "geometry_total": 3555.44900521636, "language_forward": 2626.2676529586315, "forward_and_loss": 6853.735340759158, "backward_and_communication": 5803.298255428672, "backward_and_engine_step": 5893.064025789499, "micro_step_total": 12770.324036478996, "deepspeed_step": 89.636554941535, "gradient_clipping": 0.06575696170330048, "optimizer": 0.022739171981811523}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 48560, "frames": 144, "vggt_batched_samples": 16, "vggt_batched_frames": 144, "geometry_microbatches": 2, "vggt_batched_microbatches": 2, "valid_tokens": 47041, "supervised_tokens": 64}, "frame_histogram": {"9": 16}, "input_shapes": {"(8, 3054)": 1, "(8, 3016)": 1}, "sample_indices": [749989, 1218556, 2303688, 1259094, 2110967, 650679, 1606913, 1212312, 766045, 203482, 47675, 641439, 774738, 914713, 2108101, 452904], "padding_fraction": 0.03128088962108733} |
| {"type": "update", "rank": 2, "step": 26, "wall_ms": 13070.157200098038, "cuda_stream_ms": {"batch_fetch_and_count": 50.61004638671875, "prepare_inputs": 0.8694719970226288, "vision_forward": 571.1124267578125, "vggt_batched": 3387.3433837890625, "geometry_total": 3463.353515625, "language_forward": 2756.447021484375, "forward_and_loss": 6799.38427734375, "backward_and_communication": 6094.004150390625, "backward_and_engine_step": 6181.64697265625, "micro_step_total": 13004.71533203125, "vggt_single": 74.68160247802734, "deepspeed_step": 87.5278091430664, "gradient_clipping": 0.08169600367546082, "optimizer": 0.020255999639630318}, "cpu_call_ms": {"batch_fetch_and_count": 50.61103403568268, "prepare_inputs": 0.32642483711242676, "vision_forward": 560.8489401638508, "vggt_batched": 3374.0699496120214, "geometry_total": 3456.0292959213257, "language_forward": 2694.993942975998, "forward_and_loss": 6799.8874969780445, "backward_and_communication": 6092.128338292241, "backward_and_engine_step": 6181.6658191382885, "micro_step_total": 13004.758788272738, "vggt_single": 81.57898858189583, "deepspeed_step": 89.39602971076965, "gradient_clipping": 0.0810530036687851, "optimizer": 0.020323321223258972}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "vggt_single": 1, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49192, "frames": 137, "vggt_batched_samples": 15, "vggt_batched_frames": 135, "geometry_microbatches": 2, "vggt_batched_microbatches": 1, "vggt_single_samples": 1, "vggt_single_frames": 2, "vggt_fallback_microbatches": 1, "vggt_mixed_microbatches": 1, "valid_tokens": 44880, "supervised_tokens": 63}, "frame_histogram": {"9": 15, "2": 1}, "input_shapes": {"(8, 3074)": 1, "(8, 3075)": 1}, "sample_indices": [1949954, 1504949, 990935, 1269045, 1628715, 1326512, 1719513, 496497, 1930504, 1408801, 984878, 416426, 2260727, 1221206, 1301299, 255307], "padding_fraction": 0.08765652951699465} |
| {"type": "update", "rank": 2, "step": 27, "wall_ms": 13103.223703801632, "cuda_stream_ms": {"batch_fetch_and_count": 51.827232360839844, "prepare_inputs": 0.9060159921646118, "vision_forward": 583.3101806640625, "vggt_batched": 3386.9488525390625, "vggt_single": 170.14268493652344, "geometry_total": 3558.4129638671875, "language_forward": 2758.3660888671875, "forward_and_loss": 6908.627197265625, "backward_and_communication": 6011.223388671875, "backward_and_engine_step": 6099.07958984375, "micro_step_total": 13035.767578125, "deepspeed_step": 87.73078155517578, "gradient_clipping": 0.059328000992536545, "optimizer": 0.015263999812304974}, "cpu_call_ms": {"batch_fetch_and_count": 51.82994715869427, "prepare_inputs": 0.39475224912166595, "vision_forward": 572.2405184060335, "vggt_batched": 3373.5215980559587, "vggt_single": 176.8720094114542, "geometry_total": 3550.807708874345, "language_forward": 2697.121726348996, "forward_and_loss": 6909.07802991569, "backward_and_communication": 6009.268959984183, "backward_and_engine_step": 6099.098300561309, "micro_step_total": 13035.809602588415, "deepspeed_step": 89.68834206461906, "gradient_clipping": 0.059058889746665955, "optimizer": 0.015523284673690796}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 1, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49288, "frames": 139, "vggt_batched_samples": 15, "vggt_batched_frames": 135, "vggt_single_samples": 1, "vggt_single_frames": 4, "geometry_microbatches": 2, "vggt_fallback_microbatches": 1, "vggt_mixed_microbatches": 1, "vggt_batched_microbatches": 1, "valid_tokens": 45642, "supervised_tokens": 64}, "frame_histogram": {"9": 15, "4": 1}, "input_shapes": {"(8, 3137)": 1, "(8, 3024)": 1}, "sample_indices": [581317, 842211, 2069474, 479103, 1447478, 556892, 160345, 423670, 1584906, 2384530, 1913682, 1899376, 1077096, 497803, 1287799, 2287780], "padding_fraction": 0.07397338094465189} |
| {"type": "update", "rank": 2, "step": 28, "wall_ms": 13035.042839124799, "cuda_stream_ms": {"batch_fetch_and_count": 50.49430465698242, "prepare_inputs": 0.914112001657486, "vision_forward": 577.1170043945312, "vggt_batched": 3187.578857421875, "vggt_single": 567.4163513183594, "geometry_total": 3757.3968505859375, "language_forward": 2691.9090576171875, "forward_and_loss": 7034.9306640625, "backward_and_communication": 5821.892333984375, "backward_and_engine_step": 5909.8701171875, "micro_step_total": 12970.02099609375, "deepspeed_step": 87.86659240722656, "gradient_clipping": 0.05500800162553787, "optimizer": 0.020287999883294106}, "cpu_call_ms": {"batch_fetch_and_count": 50.49600079655647, "prepare_inputs": 0.39015524089336395, "vision_forward": 566.0068914294243, "vggt_batched": 3175.240598618984, "vggt_single": 580.3135577589273, "geometry_total": 3756.0386918485165, "language_forward": 2626.054083928466, "forward_and_loss": 7035.407582297921, "backward_and_communication": 5819.972971454263, "backward_and_engine_step": 5909.8887126892805, "micro_step_total": 12970.064140856266, "deepspeed_step": 89.77916277945042, "gradient_clipping": 0.0551566481590271, "optimizer": 0.020682811737060547}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49824, "frames": 139, "vggt_batched_samples": 14, "vggt_batched_frames": 126, "vggt_single_samples": 2, "vggt_single_frames": 13, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 45600, "supervised_tokens": 64}, "frame_histogram": {"9": 14, "6": 1, "7": 1}, "input_shapes": {"(8, 3176)": 1, "(8, 3052)": 1}, "sample_indices": [382484, 1285537, 1788404, 445463, 2071846, 1479009, 447669, 1832102, 1892773, 208551, 2261203, 1395627, 1197835, 1786038, 635653, 2025044], "padding_fraction": 0.08477842003853564} |
| {"type": "update", "rank": 2, "step": 29, "wall_ms": 12871.939055621624, "cuda_stream_ms": {"batch_fetch_and_count": 49.64963150024414, "prepare_inputs": 0.8608959913253784, "vision_forward": 550.3716430664062, "vggt_batched": 3184.10107421875, "vggt_single": 380.89888763427734, "geometry_total": 3567.412353515625, "language_forward": 2752.9833984375, "forward_and_loss": 6879.130615234375, "backward_and_communication": 5817.3642578125, "backward_and_engine_step": 5905.29345703125, "micro_step_total": 12807.86962890625, "deepspeed_step": 87.8169937133789, "gradient_clipping": 0.06294400244951248, "optimizer": 0.017696000635623932}, "cpu_call_ms": {"batch_fetch_and_count": 49.86817203462124, "prepare_inputs": 0.31428225338459015, "vision_forward": 539.4880119711161, "vggt_batched": 3171.8191727995872, "vggt_single": 394.0859604626894, "geometry_total": 3566.4061661809683, "language_forward": 2685.3365916758776, "forward_and_loss": 6879.636242985725, "backward_and_communication": 5815.481496974826, "backward_and_engine_step": 5905.31150996685, "micro_step_total": 12807.914650067687, "deepspeed_step": 89.69624899327755, "gradient_clipping": 0.06246194243431091, "optimizer": 0.017974525690078735}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49416, "frames": 135, "vggt_batched_samples": 14, "vggt_batched_frames": 126, "vggt_single_samples": 2, "vggt_single_frames": 9, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 44525, "supervised_tokens": 64}, "frame_histogram": {"9": 14, "2": 1, "7": 1}, "input_shapes": {"(8, 3139)": 1, "(8, 3038)": 1}, "sample_indices": [2281811, 679717, 735132, 1285043, 1700135, 2090314, 1643342, 674024, 1627451, 1199029, 602086, 1499487, 2271841, 771561, 2120715, 1711797], "padding_fraction": 0.09897604014893957} |
| {"type": "update", "rank": 2, "step": 30, "wall_ms": 13070.125848054886, "cuda_stream_ms": {"batch_fetch_and_count": 51.43689727783203, "prepare_inputs": 0.9237119853496552, "vision_forward": 574.3382568359375, "vggt_batched": 3189.3221435546875, "vggt_single": 564.0387573242188, "geometry_total": 3755.777099609375, "language_forward": 2715.2724609375, "forward_and_loss": 7054.054443359375, "backward_and_communication": 5838.24658203125, "backward_and_engine_step": 5926.218505859375, "micro_step_total": 13005.22412109375, "deepspeed_step": 87.83270263671875, "gradient_clipping": 0.06841599941253662, "optimizer": 0.018015999346971512}, "cpu_call_ms": {"batch_fetch_and_count": 51.44057981669903, "prepare_inputs": 0.38685277104377747, "vision_forward": 563.3069965988398, "vggt_batched": 3177.009290084243, "vggt_single": 576.907379552722, "geometry_total": 3754.4200252741575, "language_forward": 2649.5338920503855, "forward_and_loss": 7054.537700489163, "backward_and_communication": 5836.308324709535, "backward_and_engine_step": 5926.236206665635, "micro_step_total": 13005.266381427646, "deepspeed_step": 89.77248892188072, "gradient_clipping": 0.06793253123760223, "optimizer": 0.017980113625526428}, "calls": {"batch_fetch_and_count": 1, "prepare_inputs": 2, "vision_forward": 2, "vggt_batched": 2, "vggt_single": 2, "geometry_total": 2, "language_forward": 2, "forward_and_loss": 2, "backward_and_communication": 2, "backward_and_engine_step": 2, "micro_step_total": 2, "deepspeed_step": 1, "gradient_clipping": 1, "optimizer": 1}, "counts": {"micro_steps": 2, "samples": 16, "token_slots": 49944, "frames": 139, "vggt_batched_samples": 14, "vggt_batched_frames": 126, "vggt_single_samples": 2, "vggt_single_frames": 13, "geometry_microbatches": 2, "vggt_fallback_microbatches": 2, "vggt_mixed_microbatches": 2, "valid_tokens": 45609, "supervised_tokens": 64}, "frame_histogram": {"9": 14, "5": 1, "8": 1}, "input_shapes": {"(8, 3174)": 1, "(8, 3069)": 1}, "sample_indices": [1991752, 188752, 98236, 1250355, 767750, 1770275, 1678446, 451606, 413107, 89847, 1175012, 560646, 2268025, 2099267, 992444, 993080], "padding_fraction": 0.08679721287842379} |
|
|
