"profiling_verbosity": "layer_names_only", "enable_debug_output": false, "max_draft_len": 0, "speculative_decoding_mode": 1, "use_refit": false, "input_timing_cache": null, "output_timing_cache": "model.cache", "lora_config": { "lora_dir": [], "lora_ckpt_source": "hf", ...
Try our NVIDIA Nsight Deep Learning Designer ⚡ A user-friendly GUI and tight integration with NVIDIA TensorRT that offers: ✅ Intuitive visualization of ONNX model graphs ✅ Quick tweaking of model architecture and parameters ✅ Detailed performance profiling with either ORT or TensorRT ✅ ...
Try our NVIDIA Nsight Deep Learning Designer ⚡ A user-friendly GUI and tight integration with NVIDIA TensorRT that offers: ✅ Intuitive visualization of ONNX model graphs ✅ Quick tweaking of model architecture and parameters ✅ Detailed performance profiling with either ORT or TensorRT ✅ ...
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains component
Decoder iteration-level profiling improvements Addmasked_selectandcumsumfunction for modeling Smooth Quantization support for ChatGLM2-6B / ChatGLM3-6B / ChatGLM2-6B-32K Add Weight-Only Support To Whisper #794, thanks to the contribution from @Eddie-Wang1120 ...
Decoder iteration-level profiling improvements Addmasked_selectandcumsumfunction for modeling Smooth Quantization support for ChatGLM2-6B / ChatGLM3-6B / ChatGLM2-6B-32K Add Weight-Only Support To Whisper #794, thanks to the contribution from @Eddie-Wang1120 ...
// Do per-layer profiling after normal benchmarking to avoid introducing perf overhead. if (dumpProfile) { session.setLayerProfiler(); iterIdx = 0; while (iterIdx < numRuns) { auto const start = std::chrono::steady_clock::now(); SizeType numSteps = 0; generationOutput.onTokenGenerated...
Profiling results in this builder pass will be stored. [10/30/2023-10:32:46] [TRT] [I] [GraphReduction] The approximate region cut reduction algorithm is called. [10/30/2023-10:32:46] [TRT] [I] Detected 48 inputs and 41 output network tensors. [10/30/2023-10:32:56] [TRT] ...
path redacted --gemm_plugin float16 \ --max_beam_width 5 \ --max_batch_size 16 \ --max_seq_len 100 \ --max_input_len 48 \ --context_fmha disable \ --multiple_profiles disable \ --max_multimodal_len 512 \ --opt_num_tokens 576 \ --profiling_verbosity detailed \ --workers 8...
- Decoder iteration-level profiling improvements - Add `masked_select` and `cumsum` function for modeling - Smooth Quantization support for ChatGLM2-6B / ChatGLM3-6B / ChatGLM2-6B-32K - Add Weight-Only Support To Whisper #794, thanks to the contribution from @Eddie-Wang1120 - Support FP...